https://github.com/machinelearningzuu/mlops-learning-00-github-actions

Welcome to the MLOps Learning Repository - Part 00! This repository is dedicated to learning and practicing MLOps focusing on CI/CD with GitHub actions. Whether you're a beginner or an experienced practitioner, you'll find valuable resources here.
https://github.com/machinelearningzuu/mlops-learning-00-github-actions

cicd githubactions

Last synced: 17 days ago
JSON representation

Welcome to the MLOps Learning Repository - Part 00! This repository is dedicated to learning and practicing MLOps focusing on CI/CD with GitHub actions. Whether you're a beginner or an experienced practitioner, you'll find valuable resources here.

• Host: GitHub
• URL: https://github.com/machinelearningzuu/mlops-learning-00-github-actions
• Owner: machinelearningzuu
• Created: 2024-04-11T09:00:24.000Z (9 months ago)
• Default Branch: main
• Last Pushed: 2024-04-12T04:16:48.000Z (9 months ago)
• Last Synced: 2024-11-16T02:49:01.917Z (about 1 month ago)
• Topics: cicd, githubactions
• Language: Jupyter Notebook
• Homepage:
• Size: 16.6 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# requirements_dev.txt 

### we use for the testing

It makes it easier to install and manage dependencies for development and testing, separate from the dependencies required for production.

# difference between requirements_dev.txt and requirements.txt

requirements.txt is used to specify the dependencies required to run the production code of a Python project, while requirements_dev.txt is used to specify the dependencies required for development and testing purposes.

# tox.ini

We use if for the testing in the python package testing against different version of the python 

## how tox works tox enviornment creation

1. Install depedencies and packages 

2. Run commands

3. Its a combination of the (virtualenvwrapper and makefile)

4. It creates a .tox

# pyproject.toml

it is being used for configuration the python project it is a alternative of the setup.cfg file. its containts configuration related to the build system

such as the build tool used package name version author license and dependencies

# setup.cfg

In summary, setup.cfg is used by setuptools to configure the packaging and installation of a Python projec

# Testing python application

*types of testing*

1. Automated testing 

2. Manual testing

*Mode of testing*

1. Unit testing

2. Integration tests

*Testing frameworks*

1. pytest

2. unittest

3. robotframework

4. selenium

5. behave

6. doctest

# check with the code style formatting and syntax(coding standard)

1. pylint

2. flake8(it is best because it containt 3 library pylint pycodestyle mccabe)

3. pycodestyle