Python-bloggers

This is part of a series of posts: Part 1: Selenium Template — Docker Host Network Part 2: Selenium Template — Docker Bridge Network Part 3: Selenium Template — Docker Compose Part 4: Selenium Template — Deploying to ECS In the last few posts we’ve looked at a few ways to set up the infrastructure for a ...

This tutorial explores the various ways data can be encoded, using Pandas and Numpy, to prepare the data ready for a Machine Learning, or predictive model pipeline. Encoding methods There are three main methods explored therein: Label encoding – encoding a value based on where the label order falls – could be ...

Python and GIL - Problem no more! Yes, you can execute Python code in parallel with Dask Delayed - Learn how to parallelize any function.

We all know Python isn’t the fastest programming language. Its Global Interpreter Lock (GIL) mechanism allows only one thread to execute Python bytecode at once. You can avoid this limitation by changing the interpreter or implementing process-based parallelism techniques. I’ve talked about parallelism in Python in the past, ...

In two previous posts we’ve looked at how to set up a simple scraper which uses Selenium in Docker, communicating via the host network and bridge network. Both of those setups have involved launching separate containers for the scraper and Selenium. In this post we’ll see how to ...

In two previous posts we’ve looked at how to set up a simple scraper which uses Selenium in Docker, communicating via the host network and bridge network. Both of those setups have involved launching separate containers for the scraper and Selenium. In this post we’ll see how to ...

This is part of a series of posts: Part 1: Selenium Template — Docker Host Network Part 2: Selenium Template — Docker Bridge Network Part 3: Selenium Template — Docker Compose Part 4: Selenium Template — Deploying to ECS In two previous posts we’ve looked at how to set up a simple scraper which uses Selenium in ...

In the previous post we set up a scraper template which used Selenium on Docker via the host network. Now we’re going to do essentially the same thing but using a bridge network. Default Network We’ll start by using Docker’s default bridge network. docker network ls NETWORK ...

In the previous post we set up a scraper template which used Selenium on Docker via the host network. Now we’re going to do essentially the same thing but using a bridge network. Default Network We’ll start by using Docker’s default bridge network. docker network ls NETWORK ...