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A python package for connecting with database.

Project description

Python Package Development & Testing Overview

This guide outlines the structure and tools commonly used in Python package development, with a focus on managing dependencies, testing, and configuration.


📦 Dependency Management

requirements.txt

  • Lists production dependencies required to run the Python application.
  • Installed in production environments to keep builds minimal and fast.

requirements_dev.txt

  • Lists development and testing dependencies.
  • Used by developers to set up a full-featured environment including tools for testing, linting, etc.

⚙️ Project Configuration

setup.cfg

  • Used by setuptools to define package metadata and installation behavior.
  • Contains:
    • Package name, version, author, license
    • Dependencies
    • Entry points
    • Metadata for PyPI

pyproject.toml

  • A modern configuration file introduced by PEP 518.
  • Defines the build system and can replace setup.cfg.
  • Compatible with tools like Poetry, Flit, and modern setuptools.

🧪 Testing

🔍 Testing Types

  • Manual Testing: Done by a human to check functionality.
  • Automated Testing: Code-based testing, executed automatically.

🧱 Modes of Testing

  • Unit Testing: Tests individual components or functions in isolation.
  • Integration Testing: Ensures different modules or services work together.

🧪 Testing Frameworks

Framework Purpose
pytest Simple and powerful testing tool
unittest Built-in Python testing framework
robotframework For acceptance testing
selenium UI/browser testing
behave BDD (Behavior Driven Development)
doctest Test code embedded in docstrings

📁 Linting & Code Quality

Tools for Style Checking

  • pylint – Comprehensive linting
  • flake8 – Combines:
    • pycodestyle (PEP8 checks)
    • pyflakes (error detection)
    • mccabe (complexity checking)

🔄 Testing Automation with tox

What is tox?

  • Automates testing across multiple Python versions.
  • Creates isolated virtual environments.
  • Installs dependencies and runs defined commands.

How tox Works:

  1. Creates isolated environments with virtualenv
  2. Installs dev and test dependencies
  3. Runs test and lint commands
  4. Outputs results for each environment

tox vs others:

  • It's like a combination of virtualenvwrapper + Makefile functionality.

🧪 Example tox.ini

[tox]
envlist = py38, py39, lint

[testenv]
deps = 
    pytest
commands = 
    pytest tests/

[testenv:lint]
deps = 
    flake8
commands = 
    flake8 package_name/

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