Technical requirements

The examples described in this chapter use the following software/tools:

• Python
• Docker
• Kubernetes

Python

We will use Python 3.8. You can download it from the official website (https://www.python.org/downloads/) and choose version 3.8.

The examples described in this chapter use the following Python packages:

• pandas 1.3.4
• scikit-learn 1.0
• comet-ml 3.23.0
• requests 2.27.1
• Flask 2.1.1

We have already described the first two packages and how to install them in Chapter 1, An Overview of Comet, so please refer back to that for further details on installation.

requests is a Python package for managing HTTP requests simply. You can install it by running the following command:

pip install requests

For more details, you can read the Requests official documentation, available at the following link: https://docs.python-requests.org/en/latest/.

Flask is a Python package for creating an HTTP server. You...