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Top 23 Python aws-lambda Projects
Serverless PythonProject mention: Serverless Templates for AWS and Python | dev.to | 2022-08-02
Another alternative is Zappa which is built-in Python Serverless Framework and it serves only that runtime on AWS.
Python Serverless Microframework for AWSProject mention: Is there a typical setup for building and deploying python to lambda using terraform? | reddit.com/r/aws | 2023-03-30
It’s not terraform but there’s a wonderful aws framework for lambda called Chalice.
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Unified Model Serving Framework 🍱Project mention: Two high schoolers trying to use Azure/GCP/AWS- need help! | reddit.com/r/googlecloud | 2023-05-11
Then you can look into bentoml https://github.com/bentoml/BentoML which is used to deploy ml stuff with many more benifits.
AWS Data Wrangler
pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).Project mention: I agree that Arrow Tables are great, but we decided to keep the library focused on the Pandas interface. [wont implement] | reddit.com/r/programmingcirclejerk | 2022-09-21
The Pants Build SystemProject mention: Reason to use other Build Tool than Make? | reddit.com/r/golang | 2023-05-19
Yeah there's definitely some alternatives out there. Pants is another one that has a lot of traction.
Serverless Python (by zappa)Project mention: Best way to host Django DRF on AWS? (so many competing options) | reddit.com/r/django | 2023-05-29
Use Zappa https://github.com/zappa/Zappa and host as a Lambda, simple setup and deployment, Lambda only costs when processing requests, no servers to mess around with
A developer toolkit to implement Serverless best practices and increase developer velocity.Project mention: Investigating Pydantic v2's Bold Performance Claims | dev.to | 2023-05-17
It's worth noting that these improvements will also impact other libraries and frameworks that rely on Pydantic, such as FastAPI and AWS Lambda Powertools, which could deliver some transitive performance improvements to various projects that don't directly depend on Pydantic themselves.
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Python Packages as AWS Lambda LayersProject mention: Lambda with Python libraries | reddit.com/r/aws | 2023-01-22
Use public layers maintained by others. For example Klayers which are produced with CI in GitHub Actions. This way you don't have any layers lying around in your Lambda UI. You can point to new layer versions whenever you wish. You can interact with the layer data via an API : https://github.com/keithrozario/Klayers/#api
A toolkit for developing and deploying serverless Python code in AWS Lambda.
AWS Lambda support for ASGI applicationsProject mention: Is there any batteries-included framework designed specifically for serverless functions?(preferably Python) | reddit.com/r/awslambda | 2023-05-01
Hey! I was in the same place as you are, and the best solution I found was to use Mangum (https://mangum.io/). I believe it also works with Django. Mangum is an adapter that transforms lambda events into the corresponding structure to be received by your Framework API endpoints. We are currently using it with FastAPI and it's great. We code our backend without thinking about whether it will run on Lambda, and Magum takes care of the rest.
Precompiled packages for AWS LambdaProject mention: Using TensorFlow and the Serverless Framework for deep learning and image recognition | dev.to | 2022-05-31
As a hobby, I port a lot of libraries to make the serverless friendly. You can look at them here. They all have an MIT license, so feel free to modify and use them for your project.
Build your own Raster dynamic map tile servicesProject mention: How The Post is replacing Mapbox with open source solutions | news.ycombinator.com | 2023-02-17
There's a lot to like about GDAL+Rasterio, although I've found having all HTTP requests go through GDAL's C API does result in some limitations on concurrency and multithreading. GDAL's configuration being based entirely on env vars also has its downsides: https://github.com/developmentseed/titiler/issues/186
Programmatically delete AWS resources based on an allowlist and time to live (TTL) settingsProject mention: AWS Auto Cleanup | reddit.com/r/devopspro | 2022-08-19
Alexa skill for controlling KodiProject mention: Is it possible to connect Kodi and Alexa? | reddit.com/r/Addons4Kodi | 2022-09-26
There's a current unofficial Kodi Alexa skill here: https://github.com/m0ngr31/kanzi
Terraform module which creates SNS topic and Lambda function which sends notifications to Slack 🇺🇦
Infrastructure as code generator - from visual diagrams created with Cloudcraft.co to TerraformProject mention: Do we even need Infrastructure Visualization Tools? | reddit.com/r/devops | 2023-04-04
CloudCraft - Auto generates AWS/Azure Diagrams
This repository provides a working, deployable, open source based, AWS Lambda handler and CDK Python code. This handler embodies Serverless best practices and has all the bells and whistles for a proper production ready handler.Project mention: AWS Lambda Cookbook — Elevate your handler’s code — Part 4 — Environment Variables | dev.to | 2023-04-03
This AWS CDK code defines the variables of the schema ‘MyHandlerEnvVars’ and sets their values. Look specifically at ‘__add_get_lambda_integration’ function.
🐍λ✨ - A collection of useful decorators for making AWS Lambda handlers
AWS tutorial code.Project mention: Whitelist IP addresses for Lambda function URLs | dev.to | 2023-01-24
As a next step, update the source code of the function from here and deploy: https://github.com/srcecde/aws-tutorial-code/blob/master/lambda/lambda_ip_val_func_url.py
Volatile Artifact CollectorProject mention: GitHub - cado-security/varc: Volatile Artifact Collector -- Open Source Tool to Collect Volatile Data for Incident Response | reddit.com/r/bag_o_news | 2022-11-16
Fast model deployment on any cloud 🚀Project mention: Show HN: Bentoctl – An open-source Terraform deployment tool for ML | news.ycombinator.com | 2022-06-30
Elastic License 2: https://github.com/bentoml/bentoctl/blob/v0.3.1/LICENSE.md which also applies to their Yatai kubernetes thing, but strangely not (yet?) to the similarly named repo which is Apache-2: https://github.com/bentoml/BentoML/blob/main/LICENSE
A collection of lambda functions to collect data from Cloudwatch, Kinesis, VPC Flow logs, S3, security-hub and AWS Inspector
Lightweight tool to deploy PyTorch models to AWS Lambda
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Python aws-lambda related posts
Best way to host Django DRF on AWS? (so many competing options)
1 project | reddit.com/r/django | 29 May 2023
AWS Lambda Cookbook — Elevate your handler’s code — Part 5— Input Validation
1 project | dev.to | 2 May 2023
Deploying CDK Lambda with Docker and Gitlab CI
3 projects | dev.to | 23 Apr 2023
How to deploy a project from git lab backend where I used django on backend and database
1 project | reddit.com/r/gitlab | 14 Apr 2023
How working with AWS open-source tools made me a better developer
1 project | dev.to | 10 Apr 2023
AWS LAMBDA BEST PRACTICES
1 project | dev.to | 31 Mar 2023
Is there a typical setup for building and deploying python to lambda using terraform?
3 projects | reddit.com/r/aws | 30 Mar 2023
A note from our sponsor - Sonar
www.sonarsource.com | 30 May 2023
What are some of the best open-source aws-lambda projects in Python? This list will help you:
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