Top 23 Python AWS Projects
💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!Project mention: Please fix the AWS Free Tier before somebody gets hurt | reddit.com/r/programming | 2021-06-05
There's localstack, which runs in a docker container and will mock out a lot of the core services.
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.Project mention: Beginner in Python for Data Science | reddit.com/r/learnpython | 2020-12-27
data science ipython notebooks
Scout APM - Leading-edge performance monitoring starting at $39/month. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.
Universal Command Line Interface for Amazon Web ServicesProject mention: Downloading files from S3 with multithreading and Boto3 | news.ycombinator.com | 2021-04-10
From my experience, I found it easier and more convenient to call aws-cli  than using Boto. Among other things, aws-cli is already multithreaded, in both download and upload. There is even a setting to tweak the number of parallel requests .
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.Project mention: There are 40,000+ quality AWS open source repositories on GitHub but are completely unorganized. I made a search engine and browser for all of them, all curated carefully with 1000+ filters. | reddit.com/r/sysadmin | 2021-06-06
There is also https://github.com/donnemartin/awesome-aws
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview QuestionsProject mention: Questions you would get asked on an interview? | reddit.com/r/devops | 2021-01-28
I think the link you're looking for is https://github.com/bregman-arie/devops-exercises
Python Serverless Microframework for AWSProject mention: Any thoughts on chalice for websockets? | reddit.com/r/aws | 2021-03-31
I use Chalice with websockets, and haven't had any issues. I had to make a slight hack to allow other non-websocket lambdas to be able to send messages on the websocket, but other than that it works without issue. There is a ticket with Chalice open about the sending messages from other Lambdas. https://github.com/aws/chalice/issues/1357
AWS Serverless Application Model (SAM) is an open-source framework for building serverless applicationsProject mention: Build a GraphQL API with TypeScript, AWS AppSync, and CDK | dev.to | 2021-06-13
Previously, I had used AWS SAM to build a CRUD app for notes. Recently, I wanted to learn more about the AWS Cloud Development Kit (CDK), GraphQL, and AWS AppSync, so I decided to refactor my original project.
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AWS SDK for PythonProject mention: Deploy Django App on AWS Lambda using Serverless (Part 2) | dev.to | 2021-05-10
automatically using AWS SDK
An integrated shell for working with the AWS CLI.Project mention: MTurk Requester Notify-workers fails with endpoint URL error | reddit.com/r/mturk | 2021-06-03
If so the region config is explained here: https://github.com/awslabs/aws-shell#configuration
CLI tool to build, test, debug, and deploy Serverless applications using AWS SAMProject mention: Build Serverless Applications using CDK and SAM | dev.to | 2021-05-21
We were able to test our API and Lambda using the new Serverless Application Model integration with CDK! You can find all code on my GitHub. Be aware that this feature is in preview. Feel free to do more extensive testing. You can report bugs and submit feature requests to the SAM opensource repository.
donnemartin - dev setup
A supercharged AWS command line interface (CLI).
A library that allows you to easily mock out tests based on AWS infrastructure.Project mention: Ask HN: Does anyone else find the AWS Lambda developer experience poor? | news.ycombinator.com | 2021-04-18
Not a full solution, but when I was doing this I really got to love the awslogs utility:
It allows you to stream Cloudwatch logs from the command line, so you can grep them, save them to files, etc... (The web based Cloudwatch interface is terrible.)
Another suggestion is to try to modularize the core business logic in your lambda such that you separate the lambda-centric stuff from the rest of it. Obviously, though, if "the rest of it" is hitting other AWS services, you're going to hit the same testing roadblock.
Or you can try mocking, which may or may not provide much value for you. There's a python library for that, (moto), but it's not 100% up to date wrt AWS services/interfaces, last I had checked. Might be worth a try though.
Ansible for DevOps examples.Project mention: A Complete Step by Step Ansible Tutorial & Guide | reddit.com/r/devops | 2021-04-28
Rules engine for cloud security, cost optimization, and governance, DSL in yaml for policies to query, filter, and take actions on resourcesProject mention: How to optimize users manually turning on/off ec2's as needed for work? | reddit.com/r/aws | 2021-06-14
Multi-Cloud Security Auditing ToolProject mention: Is there any way to efficiently audit security groups? | reddit.com/r/aws | 2021-04-28
ScoutSuite is similar to prowler (runs faster though) but last time I used it it had less checks.
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.Project mention: Totally free and unlimited upscale or superresolution AI | reddit.com/r/ArtificialInteligence | 2021-06-03
Prevent cloud misconfigurations during build-time for Terraform, Cloudformation, Kubernetes, Serverless framework and other infrastructure-as-code-languages with Checkov by Bridgecrew.Project mention: How to fix checkov failed item by its rules? | reddit.com/r/Terraform | 2021-05-10
Have you tried posting an issue to https://github.com/bridgecrewio/checkov ?
Repository for BLESS, an SSH Certificate Authority that runs as a AWS Lambda functionProject mention: How often should I rotate my SSH keys? | news.ycombinator.com | 2021-02-25
StreamAlert is a serverless, realtime data analysis framework which empowers you to ingest, analyze, and alert on data from any environment, using datasources and alerting logic you define.Project mention: Setting up lots of AWS alerts - make lots of SNS-SQS-Lambda chains? | reddit.com/r/devops | 2021-04-22
The AWS exploitation framework, designed for testing the security of Amazon Web Services environments.Project mention: 🏹 Pacu: Framework de explotación de AWS #SeguridadOfensiva | reddit.com/r/u_esgeeks | 2021-05-11
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: A guide to load (almost) anything into a DataFrame | reddit.com/r/Python | 2021-05-13
Don't forget about https://aws-data-wrangler.readthedocs.io/
A pythonic interface to Amazon's DynamoDB
What are some of the best open-source AWS projects in Python? This list will help you:
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