Version numbers and history

Developing Python Packages

James Fulton

Climate informatics researcher

Final files

  • CONTRIBUTING.md
  • HISTORY.md
mysklearn/
|-- mysklearn/
|   |-- __init__.py
|   `-- mysklearn.py
|-- tests/
|   |-- __init__.py
|   `-- test_mysklearn.py
|-- MANIFEST.in
|-- README.md
|-- requirements_dev.txt
|-- setup.cfg
|-- setup.py
|-- tox.ini
|-- AUTHORS.md
|-- CONTRIBUTING.md  <-- new files
|-- HISTORY.md       <--
`-- Makefile
Developing Python Packages

CONTRIBUTING.md

  • Either markdown or reStructured-Text
  • Invites other developers to work on your package
  • Tells them how to get started
Developing Python Packages

HISTORY.md

e.g. NumPy release notes

  • Known as history, changelog or release notes
  • Tells users what has changed between versions
Developing Python Packages

HISTORY.md

  • Section for each released version
  • Bullet points of the important changes
  • Subsections for
# History

## 0.3.0 ## 0.2.1 ## 0.2.0
Developing Python Packages

HISTORY.md

  • Section for each released version
  • Bullet points of the important changes
  • Subsections for
    • Improvements to existing functions
# History

## 0.3.0
### Changed
- Regression fitting sped up using NumPy operations.




## 0.2.1



## 0.2.0











Developing Python Packages

HISTORY.md

  • Section for each released version
  • Bullet points of the important changes
  • Subsections for
    • Improvements to existing functions
    • New additions
# History

## 0.3.0
### Changed
- Regression fitting sped up using NumPy operations.




## 0.2.1



## 0.2.0
### Added
- Multiple linear regression now available in new 
  `regression.multiple_regression` module.








Developing Python Packages

HISTORY.md

  • Section for each released version
  • Bullet points of the important changes
  • Subsections for
    • Improvements to existing functions
    • New additions
    • Bugs that have been fixed
# History

## 0.3.0
### Changed
- Regression fitting sped up using NumPy operations.




## 0.2.1
### Fixed
- Fixed bug causing intercepts of zero.

## 0.2.0
### Added
- Multiple linear regression now available in new 
  `regression.multiple_regression` module.








Developing Python Packages

HISTORY.md

  • Section for each released version
  • Bullet points of the important changes
  • Subsections for
    • Improvements to existing functions
    • New additions
    • Bugs that have been fixed
    • Deprecations
# History

## 0.3.0
### Changed
- Regression fitting sped up using NumPy operations.
### Deprecated
- Support for Python 3.5 has ended.
- `regression.regression` module has been removed.

## 0.2.1
### Fixed
- Fixed bug causing intercepts of zero.

## 0.2.0
### Added
- Multiple linear regression now available in new 
  `regression.multiple_regression` module.
### Deprecated
- 0.2.x will be the last version that supports Python 3.5.
- `regression.regression` module has been renamed 
  `regression.single_regression`. `regression.regression` will be 
  removed in next minor release.


Developing Python Packages

History

0.3.0

Changed
  • Regression fitting sped up using NumPy operations.
Deprecated
  • Support for Python 3.5 has ended.
  • regression.regression module has been removed.

0.2.1

Fixed
  • Fixed bug causing intercepts of zero.

0.2.0

Added
  • Multiple linear regression now available in new regression.multiple_regression module.
Deprecated
  • 0.2.x will be the last version that supports Python 3.5.
  • regression.regression module has been renamed regression.single_regression. regression.regression will be removed in next minor release.
Developing Python Packages

Version number

  • Increase version number when ready for new release
  • Cannot upload to PyPI if not changed
mysklearn/
|-- mysklearn/
|   |-- __init__.py         <---
|   `-- mysklearn.py
|-- setup.py                <---
...
Developing Python Packages

The package version number

setup.py

# Import required functions
from setuptools import setup, find_packages

# Call setup function
setup(
    ...
    version='0.1.0',  <---
    ...

)

Top level __init__.py

"""
Linear regression for Python
============================

mysklearn is a complete package for implmenting
linear regression in python. 
"""

__version__ = '0.1.0'  <---
print(mysklearn.__version__)
0.1.0
Developing Python Packages

bumpversion

  • Convenient tool to update all package version numbers
bumpversion major
bumpversion minor
bumpversion patch
mysklearn/    <--   navigate to here
|-- mysklearn/
|   |-- __init__.py
|   `-- mysklearn.py
|-- setup.py
...
Developing Python Packages

Let's practice!

Developing Python Packages

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