eda-helper-tool 0.0.1

Python functions for EDA: univariate, bivariate, and multivariate analysis.

This Python project provides EDA (Exploratory Data Analysis) functions that can be applied to dataframes and individual columns. It generates analysis, visualizations, and key observations.

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