Python aws-lambda

Open-source Python projects categorized as aws-lambda | Edit details

Top 23 Python aws-lambda Projects

  • Zappa

    Serverless Python

    Project mention: Help! Lambda cannot find python module that is present in layer (cytoolz) | reddit.com/r/aws | 2021-12-21

    The only similar issue I can find in my Google searches is this page, but I don't know if it's the same issue and the discussion there is going over my head.

  • chalice

    Python Serverless Microframework for AWS

    Project mention: Full-length tutorial on deploying production-ready python REST API on AWS using chalice | reddit.com/r/flask | 2021-11-10

    The playlist details how to deploy a production-ready python REST API on AWS using the chalice package. The playlist covers the following:

  • OPS

    OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.

  • BentoML

    The Unified Model Serving Framework 🍱

    Project mention: How to Build a Machine Learning Demo in 2022 | dev.to | 2022-01-16

    Using a general-purpose framework such as FastAPI involves writing a lot of boilerplate code just to get your API endpoint up and running. If deploying a model for a demo is the only thing you are interested in and you do not mind losing some flexibility, you might want to use a specialized serving framework instead. One example is BentoML, which will allow you to get an optimized serving endpoint for your model up and running much faster and with less overhead than a generic web framework. Framework-specific serving solutions such as Tensorflow Serving and TorchServe typically offer optimized performance but can only be used to serve models trained using Tensorflow or PyTorch, respectively.

  • AWS Data Wrangler

    Pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

    Project mention: Automate some wrangling and data visualization in Python | reddit.com/r/aws | 2022-01-03
  • Zappa

    Serverless Python (by zappa)

    Project mention: Where can i host a independent script that runs 24/7? (creating data on my models) | reddit.com/r/django | 2021-12-24

    If you're interested in AWS, check out https://github.com/zappa/Zappa which lets you deploy and run your app as a Lambda function (no real knowledge of AWS/Lambda required, works with any Python app). Should be free/extremely cheap for a hobby project. Supports scheduled invocations which let you run a task on a timer... so you could run the task once every 5 minutes, create data in a loop for 4 minutes 50 seconds, then exit.

  • python-lambda

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

  • Klayers

    Python Packages as AWS Lambda Layers

    Project mention: Can a lambda use a layer which is stored in S3 | reddit.com/r/aws | 2021-03-19

    I like to use this guy’s layers as an arn: https://github.com/keithrozario/Klayers

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • mangum

    AWS Lambda & API Gateway support for ASGI

    Project mention: I was hosting first time FastAPI (or anything in general) on AWS EC2 and everything is working nice but I have to add port :8000 to my public IP address, does it mean I made a mistake or it is just why this things work? | reddit.com/r/aws | 2021-09-26
  • kanzi

    Alexa skill for controlling Kodi

  • Covid-19-API

    This is the code running in AWS Lambda powering covid-api.mmediagroup.fr/v1. The API provides realtime and historical data on Coronavirus COVID-19 confirmed cases, deaths, and recovered cases. This API has now been called over 40 million times, thank you! (by M-Media-Group)

    Project mention: Public API keys | reddit.com/r/programiranje | 2021-12-08
  • terraform-aws-notify-slack

    Terraform module which creates SNS topic and Lambda function which sends notifications to Slack

    Project mention: What's your monitoring stack? | reddit.com/r/devops | 2022-01-28

    SNS-to-slack simple terraform module to send all CloudWatch/AWS alerts into Slack

  • modules.tf-lambda

    Infrastructure as code generator - from visual diagrams created with Cloudcraft.co to Terraform

    Project mention: Architecture Drawings | reddit.com/r/aws | 2022-01-22
  • aws-auto-cleanup

    Open-source application to programmatically clean your AWS resources based on a whitelist and time to live (TTL) settings

  • titiler

    A dynamic Web Map tile server

    Project mention: geotiff mosaic viewer / qgis? | reddit.com/r/gis | 2021-11-11

    Consider something like titiler if you want to serve the pile of geotiffs out to the web.

  • torchlambda

    Lightweight tool to deploy PyTorch models to AWS Lambda

    Project mention: AWS lambda inference taking 3s even after warmup | reddit.com/r/pytorch | 2021-09-17

    Ok I see. Have you maximized the ram in the lambdas? Since performance scale with ram. I have been using torchlambda.

  • python-lambdarest

    Flask like web framework for AWS Lambda

    Project mention: Ask HN: Zero config swag store for GitHub repo merch | news.ycombinator.com | 2021-03-18

    using redbubble seems to be the least painful setup (as they handle everything like payment shipping inventory etc)

    so i went and setup a design there for my github repo (see commit: https://github.com/sloev/python-lambdarest/pull/79)

  • Trapheus

    This tool automates restoration of RDS database instances from snapshots into any dev, staging or production environments. It supports individual RDS Snapshot as well as cluster snapshot restore operations.

    Project mention: Cleanest and easiest way to take a copy of production RDS database and copy to staging every night | reddit.com/r/aws | 2021-03-23

    Check out Trapheus if you haven’t already. It uses step functions to orchestrate the process for you. If you feel it’s overkill, it’ll at least give you all of the steps/APIs you need at each step of the process: https://github.com/intuit/Trapheus

  • aws-lambda-scheduler

    aws-lambda-scheduler lets you call any existing AWS Lambda Function you have in a future time.

    Project mention: aws-lambda-scheduler lets you call any existing AWS Lambda Function you have in a future time. | reddit.com/r/aws | 2021-09-03
  • nightcoreify

    Randomly generates nightcore and uploads it to YouTube. A joke that got out of hand.

    Project mention: I made a bash script that generates nightcore tracks from YT! | reddit.com/r/linuxmasterrace | 2021-07-11
  • serverless-southwest-check-in

    :clock1: :airplane: :thumbsup: Automated Southwest Check-Ins powered by AWS Lambda and Step Functions

    Project mention: Schedule Automation! | reddit.com/r/Automate | 2021-10-31
  • chocs

    Modern HTTP framework for AWS Serverless and WSGI compatible servers.

    Project mention: Chocs - Building and testing AWS Lambda Rest API couldn't be simpler. | reddit.com/r/Python | 2021-08-19

    I found your examples helpful as well, but did want to note that Open api integration and Dataclass support examples lead to 404s.

  • pylaprof

    A Python sampling profiler for AWS Lambda functions (and not only).

    Project mention: Show HN: Pylaprof – A Python library to profile your AWS Lambda functions | news.ycombinator.com | 2021-12-04
  • serverless-micro-django

    Lightweight yet powerful python utility for lambda functions, Use Django ORM in your Python lambda functions

    Project mention: Serverless Micro Django | Lightweight, yet powerful Python utility for lambda functions | reddit.com/r/django | 2021-02-25

    Source Code: https://github.com/mmoallemi99/serverless-micro-django

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-01-28.

Python aws-lambda related posts

Index

What are some of the best open-source aws-lambda projects in Python? This list will help you:

Project Stars
1 Zappa 11,848
2 chalice 8,616
3 BentoML 3,145
4 AWS Data Wrangler 2,479
5 Zappa 1,352
6 python-lambda 1,346
7 Klayers 1,003
8 mangum 785
9 kanzi 422
10 Covid-19-API 363
11 terraform-aws-notify-slack 353
12 modules.tf-lambda 304
13 aws-auto-cleanup 298
14 titiler 267
15 torchlambda 99
16 python-lambdarest 89
17 Trapheus 61
18 aws-lambda-scheduler 58
19 nightcoreify 54
20 serverless-southwest-check-in 45
21 chocs 15
22 pylaprof 12
23 serverless-micro-django 10
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