mlopspypi 0.1.1

A small reusable Python utilities package

🚀 Full Guide: Publish a Python Package to PyPI

1. Setup Your Project Structure

mlopspypi/
├── mlopspypi/                # Main package code
│   ├── __init__.py
│   └── main.py
├── tests/                  # (Optional) tests
│   └── test_main.py
├── pyproject.toml          # Build configuration (like package.json)
├── README.md               # Long description
├── LICENSE                 # License (MIT recommended for open source)
└── .gitignore

---

2. Write Your Code

Inside mlopspypi/main.py:

def hello(name: str) -> str:
    return f"Hello, {name}!"

Inside mlopspypi/init.py:

from .main import hello

Now anyone installing can use:

from mlopspypi import hello
print(hello("World"))

---

3. Add pyproject.toml

This tells PyPI how to build your package. Use Hatchling (modern tool).

[build-system]
requires = ["hatchling"]
build-backend = "hatchling.build"

[project]
name = "mlopspypi"                      # must be unique on PyPI
version = "0.1.0"
description = "A small reusable Python utilities package"
readme = "README.md"
requires-python = ">=3.8"
license = { text = "MIT" }
authors = [
{ name="Your Name", email="[e-mail]" }
]
keywords = ["utility", "example", "reusable"]
classifiers = [
"Programming Language :: Python :: 3",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
]

dependencies = [
# "requests>=2.0.0",  # example dependency
]

[project.urls]
"Homepage" = "https://github.com/kimhabkhun/mlopspypi"
"Bug Tracker" = "https://github.com/kimhabkhun/mlopspypi/issues"

[tool.hatch.build.targets.wheel]
packages = ["mlopspypi"]

⚠️ Important: The folder name (mlopspypi/) must match the packages = [...].

4. Build Your Package

First install build tools:

pip install build twine

python -m build

You’ll get:

dist/
  mlopspypi-0.1.0.tar.gz
  mlopspypi-0.1.0-py3-none-any.whl

5. Upload to PyPI

Create an account: https://pypi.org/account/register/ Config in .pypirc

username: __token__
password: pypi-AgEIcHlwaS5vcmcCJDJXXXXXXXXXXXXXXXXXXXXXXXX

Run this to upload and fill the API Token if require (passsword= API Token)

python -m twine upload dist/*

or if not use .pypirc run command:

python -m twine upload -u __token__ -p pypi-AgEIcHlwaS5vcmcCJDJXXXXXXXXXXXXXXXXXXXXXXXX dist/*

*** remember every publish must change version ***

6. Installation & Usage

A simple Python utilities package.

Installation

pip install mlopspypi

Usage

from mlopspypi import hello
print(hello("World"))

7. 🛠 Development

git clone https://github.com/kimhabkhun/mlopspypi.git
cd mlopspypi
pip install -e .