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
setuptoolsto 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 lintingflake8– 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:
- Creates isolated environments with
virtualenv - Installs dev and test dependencies
- Runs test and lint commands
- 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/
Project details
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