Building open source downscaling pipelines for the cloud

We describe our experiences building cloud-based data analysis pipelines for climate model downscaling, including specific challenges we faced and lessons we learned.

https://carbonplan.org/blog/cloud-downscaling-pipelines

Evolution of Access Control Explained Using Python

This article presents three access control methods beginning with Access Control List (ACL) - the mechanism implemented by Multics - then explore Role Based Access (RBAC) followed by Attribute Based Access (ABAC).

https://blog.symops.com/2022/09/07/evolution-access-control-python/

Machine Learning From Scratch Full course

To master machine learning models, one of the best things you can do is to implement them yourself. Although it might seem like a difficult task, for most algorithms, it is actually easier than you think. So throughout the next 10 days, we will implement one machine learning algorithm each day using Python and sometimes the help of Numpy for certain calculations.

https://www.youtube.com/playlist?list=PLcWfeUsAys2k_xub3mHks85sBHZvg24Jd

Web Scraping with Python – A Step by Step Guide

In this post, we will learn web scraping with python & will scrape web pages using different libraries that python has to offer.

https://www.scrapingdog.com/blog/web-scraping-with-python/

Revup

Revolutionary commit-based code review and workflow tools for git/github.

https://github.com/Skydio/revup

Scaling Robinhood Crypto Systems

In this post, we dive into how we scaled our crypto systems, starting from the need to support hypergrowth in traffic, followed by an extended effort to align on our long-term crypto strategy.

https://robinhood.engineering/scaling-robinhood-crypto-systems-71e15541c302

pypa / pipenv

Python Development Workflow for Humans.

https://github.com/pypa/pipenv

Python Data Viz Cookbook

An interactive cookbook to create graphs with Python.

https://dataviz.dylancastillo.co/

Odyssey

A piece of software that shows a traceroute of a URL redirect path.

https://github.com/IlluminatiFish/Odyssey

ancv

Renders your (JSON) resume/CV for online & pretty terminal display.

https://github.com/alexpovel/ancv/

tebelorg / RPA-Python

Python package for doing RPA

https://github.com/tebelorg/RPA-Python

Memory Management in Python

Understanding memory management is a superpower that will help you design memory-efficient applications and make it easier to debug memory issues. This post is a deep dive into the internals of CPython.

https://www.honeybadger.io/blog/memory-management-in-python/

deptry

A command line utility to check for obsolete, missing and transitive dependencies in a Python project.

https://github.com/fpgmaas/deptry

requests-ip-rotator

A Python library to utilize AWS API Gateway's large IP pool as a proxy to generate pseudo-infinite IPs for web scraping and brute forcing.

https://github.com/Ge0rg3/requests-ip-rotator

Deploying Python web apps as AWS Lambda functions

AWS Lambda can host functions written in Python. These are "scale to zero" - my favorite definition of serverless! - which means you only pay for the traffic that they serve. A project with no traffic costs nothing to run. Here's how to deploy a Python web application as a Lambda function.

https://til.simonwillison.net/awslambda/asgi-mangum