Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/Parquery/icontract

Design-by-contract in Python3 with informative violation messages and inheritance
https://github.com/Parquery/icontract

Last synced: 13 days ago
JSON representation

Design-by-contract in Python3 with informative violation messages and inheritance

Awesome Lists containing this project

README 

        
icontract

=========

.. image:: https://github.com/Parquery/icontract/workflows/CI/badge.svg

    :target: https://github.com/Parquery/icontract/actions?query=workflow%3ACI

    :alt: Continuous integration



.. image:: https://coveralls.io/repos/github/Parquery/icontract/badge.svg?branch=master

    :target: https://coveralls.io/github/Parquery/icontract



.. image:: https://badge.fury.io/py/icontract.svg

    :target: https://badge.fury.io/py/icontract

    :alt: PyPI - version



.. image:: https://img.shields.io/pypi/pyversions/icontract.svg

    :alt: PyPI - Python Version



.. image:: https://readthedocs.org/projects/icontract/badge/?version=latest

    :target: https://icontract.readthedocs.io/en/latest/

    :alt: Documentation



.. image:: https://badges.gitter.im/gitterHQ/gitter.svg

    :target: https://gitter.im/Parquery-icontract/community

    :alt: Gitter chat



icontract provides `design-by-contract `_ to Python3 with informative

violation messages and inheritance.



It also gives a base for a flourishing of a wider ecosystem:



* A linter `pyicontract-lint`_,

* A sphinx plug-in `sphinx-icontract`_,

* A tool `icontract-hypothesis`_ for automated testing and ghostwriting test files which infers

  `Hypothesis`_ strategies based on the contracts,



  * together with IDE integrations such as

    `icontract-hypothesis-vim`_,

    `icontract-hypothesis-pycharm`_, and

    `icontract-hypothesis-vscode`_,

* Directly integrated into `CrossHair`_, a tool for automatic verification of Python programs,



  * together with IDE integrations such as

    `crosshair-pycharm`_ and `crosshair-vscode`_, and

* An integration with `FastAPI`_ through `fastapi-icontract`_ to enforce contracts on your HTTP API and display them

  in OpenAPI 3 schema and Swagger UI, and

* An extensive corpus, `Python-by-contract corpus`_, of Python programs annotated with contracts for educational, testing and research purposes.



.. _pyicontract-lint: https://pypi.org/project/pyicontract-lint

.. _sphinx-icontract: https://pypi.org/project/sphinx-icontract

.. _icontract-hypothesis: https://github.com/mristin/icontract-hypothesis

.. _Hypothesis: https://hypothesis.readthedocs.io/en/latest/

.. _icontract-hypothesis-vim: https://github.com/mristin/icontract-hypothesis-vim

.. _icontract-hypothesis-pycharm: https://github.com/mristin/icontract-hypothesis-pycharm

.. _icontract-hypothesis-vscode: https://github.com/mristin/icontract-hypothesis-vscode

.. _CrossHair: https://github.com/pschanely/CrossHair

.. _crosshair-pycharm: https://github.com/mristin/crosshair-pycharm/

.. _crosshair-vscode: https://github.com/mristin/crosshair-vscode/

.. _FastAPI: https://github.com/tiangolo/fastapi/issues/1996

.. _fastapi-icontract: https://pypi.org/project/fastapi-icontract/

.. _Python-by-contract corpus: https://github.com/mristin/python-by-contract-corpus



Related Projects

----------------

There exist a couple of contract libraries. However, at the time of this writing (September 2018), they all required the

programmer either to learn a new syntax (`PyContracts `_) or to write

redundant condition descriptions (

*e.g.*,

`contracts `_,

`covenant `_,

`deal `_,

`dpcontracts `_,

`pyadbc `_ and

`pcd `_).



This library was strongly inspired by them, but we go two steps further.



First, our violation message on contract breach are much more informative. The message includes the source code of the

contract condition as well as variable values at the time of the breach. This promotes don't-repeat-yourself principle

(`DRY `_) and spare the programmer the tedious task of repeating

the message that was already written in code.



Second, icontract allows inheritance of the contracts and supports weakining of the preconditions

as well as strengthening of the postconditions and invariants. Notably, weakining and strengthening of the contracts

is a feature indispensable for modeling many non-trivial class hierarchies. Please see Section

`Inheritance `_.

To the best of our knowledge, there is currently no other Python library that supports inheritance of the contracts in a

correct way.



In the long run, we hope that design-by-contract will be adopted and integrated in the language. Consider this library

a work-around till that happens. You might be also interested in the archived discussion on how to bring

design-by-contract into Python language on

`python-ideas mailing list `_.



Teasers

=======

We give a couple of teasers here to motivate the library.

Please see the documentation available on `icontract.readthedocs.io

`_ for a full scope of its

capabilities.



The script is also available as a `repl.it post`_.



.. _repl.it post: https://repl.it/talk/share/icontract-example-script/121190



.. code-block:: python



    >>> import icontract



    >>> @icontract.require(lambda x: x > 3)

    ... def some_func(x: int, y: int = 5) -> None:

    ...     pass

    ...



    >>> some_func(x=5)



    # Pre-condition violation

    >>> some_func(x=1)

    Traceback (most recent call last):

      ...

    icontract.errors.ViolationError: File , line 1 in :

    x > 3:

    x was 1

    y was 5



    # Pre-condition violation with a description

    >>> @icontract.require(lambda x: x > 3, "x must not be small")

    ... def some_func(x: int, y: int = 5) -> None:

    ...     pass

    ...

    >>> some_func(x=1)

    Traceback (most recent call last):

      ...

    icontract.errors.ViolationError: File , line 1 in :

    x must not be small: x > 3:

    x was 1

    y was 5



    # Pre-condition violation with more complex values

    >>> class B:

    ...     def __init__(self) -> None:

    ...         self.x = 7

    ...

    ...     def y(self) -> int:

    ...         return 2

    ...

    ...     def __repr__(self) -> str:

    ...         return "instance of B"

    ...

    >>> class A:

    ...     def __init__(self) -> None:

    ...         self.b = B()

    ...

    ...     def __repr__(self) -> str:

    ...         return "instance of A"

    ...

    >>> SOME_GLOBAL_VAR = 13

    >>> @icontract.require(lambda a: a.b.x + a.b.y() > SOME_GLOBAL_VAR)

    ... def some_func(a: A) -> None:

    ...     pass

    ...

    >>> an_a = A()

    >>> some_func(an_a)

    Traceback (most recent call last):

      ...

    icontract.errors.ViolationError: File , line 1 in :

    a.b.x + a.b.y() > SOME_GLOBAL_VAR:

    SOME_GLOBAL_VAR was 13

    a was instance of A

    a.b was instance of B

    a.b.x was 7

    a.b.y() was 2



    # Post-condition

    >>> @icontract.ensure(lambda result, x: result > x)

    ... def some_func(x: int, y: int = 5) -> int:

    ...     return x - y

    ...

    >>> some_func(x=10)

    Traceback (most recent call last):

      ...

    icontract.errors.ViolationError: File , line 1 in :

    result > x:

    result was 5

    x was 10

    y was 5



    # Pre-conditions fail before post-conditions.

    >>> @icontract.ensure(lambda result, x: result > x)

    ... @icontract.require(lambda x: x > 3, "x must not be small")

    ... def some_func(x: int, y: int = 5) -> int:

    ...    return x - y

    ...

    >>> some_func(x=3)

    Traceback (most recent call last):

      ...

    icontract.errors.ViolationError: File , line 2 in :

    x must not be small: x > 3:

    x was 3

    y was 5



    # Invariant

    >>> @icontract.invariant(lambda self: self.x > 0)

    ... class SomeClass:

    ...     def __init__(self) -> None:

    ...         self.x = -1

    ...

    ...     def __repr__(self) -> str:

    ...         return "an instance of SomeClass"

    ...

    >>> some_instance = SomeClass()

    Traceback (most recent call last):

     ...

    icontract.errors.ViolationError: File , line 1 in :

    self.x > 0:

    self was an instance of SomeClass

    self.x was -1



Installation

============



* Install icontract with pip:



.. code-block:: bash



    pip3 install icontract



Versioning

==========

We follow `Semantic Versioning `_. The version X.Y.Z indicates:



* X is the major version (backward-incompatible),

* Y is the minor version (backward-compatible), and

* Z is the patch version (backward-compatible bug fix).