Skip to main content

Password strength and validation

Project description

|Build Status|

Password Strength
=================

Password strength and validation.

PasswordPolicy
==============

Perform tests on a password.

Init Policy
-----------

.. code:: python

PasswordPolicy(*tests)

Init password policy with a list of tests

Alternatively:

.. code:: python

PasswordPolicy.from_names(**tests)

Init password policy from a dictionary of test definitions.

A test definition is simply:

::

{ test-name: argument } or { test-name: [arguments] }

Test name is just a lowercased class name.

Example:

::

PasswordPolicy.from_names(
length=8,
strength=(0.33, 30),
)

Bundled Tests
-------------

These objects perform individual tests on a password, and report
``True`` of ``False``.

tests.Strength(strength, weak\_bits=30)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

Test whether the password has >= ``strength`` strength.

A password is evaluated to the strength of 0.333 when it has
``weak_bits`` entropy bits, which is considered to be a weak password.
Strong passwords start at 0.666.

tests.Special(count)
^^^^^^^^^^^^^^^^^^^^

Test whether the password has >= ``count`` special characters

tests.Uppercase(count)
^^^^^^^^^^^^^^^^^^^^^^

Test whether the password has >= ``count`` uppercase characters

tests.EntropyBits(bits)
^^^^^^^^^^^^^^^^^^^^^^^

Test whether the password has >= ``bits`` entropy bits

tests.Length(length)
^^^^^^^^^^^^^^^^^^^^

Tests whether password length >= ``length``

tests.Numbers(count)
^^^^^^^^^^^^^^^^^^^^

Test whether the password has >= ``count`` numeric characters

tests.NonLetters(count)
^^^^^^^^^^^^^^^^^^^^^^^

Test whether the password has >= ``count`` non-letter characters

tests.NonLettersLc(count)
^^^^^^^^^^^^^^^^^^^^^^^^^

Test whether the password has >= ``count`` non-lowercase characters

Testing
-------

After the ``PasswordPolicy`` is initialized, there are two methods to
test:

PasswordPolicy.password
~~~~~~~~~~~~~~~~~~~~~~~

.. code:: python

password(password)

Get password stats bound to the tests declared in this policy.

If in addition to tests you need to get statistics (e.g. strength) --
use this object to double calculations.

See ```PasswordStats`` <#passwordstats>`__ for more details.

PasswordPolicy.test
~~~~~~~~~~~~~~~~~~~

.. code:: python

test(password)

Perform tests on a password.

Shortcut for: ``PasswordPolicy.password(password).test()``.

Custom Tests
------------

ATest is a base class for password tests.

To create a custom test, just subclass it and implement the following
methods:

- **init**\ () that takes configuration arguments
- test(ps) that tests a password, where ``ps`` is a ``PasswordStats``
object.

PasswordStats
-------------

PasswordStats allows to calculate statistics on a password.

It considers a password as a unicode string, and all statistics are
unicode-based.

Constructor:

.. code:: python

from password_strength import PasswordStats
PasswordStats(password)

PasswordStats.alphabet\_cardinality
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

Get alphabet cardinality: alphabet length

PasswordStats.count(\*categories) Count characters of the specified classes only
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

PasswordStats.entropy\_bits
^^^^^^^^^^^^^^^^^^^^^^^^^^^

Get information entropy bits: log2 of the number of possible passwords

https://en.wikipedia.org/wiki/Password\_strength

PasswordStats.strength(weak\_bits=30)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

Get password strength as a number normalized to range {0 .. 1}.

Normalization is done in the following fashion:

1. If entropy\_bits <= weak\_bits -- linear in range{0.0 .. 0.33} (weak)
2. If entropy\_bits <= weak\_bits\*2 -- almost linear in range{0.33 ..
0.66} (medium)
3. If entropy\_bits > weak\_bits\*3 -- asymptotic towards 1.0 (strong)

PasswordStats.letters
^^^^^^^^^^^^^^^^^^^^^

Count all letters

PasswordStats.sequences\_length
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

Detect and return the length of used sequences:

- Alphabet letters: abcd...
- Keyboard letters: qwerty, etc
- Keyboard special characters in the top row: ~!@#$%^&\*()\_+
- Numbers: 0123456

PasswordStats.letters\_uppercase
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

Count uppercase letters

PasswordStats.alphabet
^^^^^^^^^^^^^^^^^^^^^^

Get alphabet: set of used characters

PasswordStats.weakness\_factor
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

Get weakness factor as a float in range {0 .. 1}

This detects the portion of the string that contains: \* repeated
patterns \* sequences

E.g. a value of 1.0 means the whole string is weak, and 0.5 means half
of the string is weak.

Typical usage:

password\_strength = (1 - weakness\_factor) \* strength

PasswordStats.char\_categories
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

Character count per top-level category

The following top-level categories are defined:

- L: letter
- M: Mark
- N: Number
- P: Punctuation
- S: Symbol
- Z: Separator
- C: Other

PasswordStats.length
^^^^^^^^^^^^^^^^^^^^

Get password length

PasswordStats.repeated\_patterns\_length
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

Detect and return the length of repeated patterns.

You will probably be comparing it with the length of the password itself
and ban if it's longer than 10%

PasswordStats.letters\_lowercase
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

Count lowercase letters

PasswordStats.combinations
^^^^^^^^^^^^^^^^^^^^^^^^^^

The number of possible combinations with the current alphabet

PasswordStats.special\_characters
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

Count special characters

Special characters is everything that's not a letter or a number

PasswordStats.numbers
^^^^^^^^^^^^^^^^^^^^^

Count numbers

PasswordStats.count\_except(\*categories) Count characters of all classes except the specified ones
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

PasswordStats.test(tests)
^^^^^^^^^^^^^^^^^^^^^^^^^

Test the password against a list of tests

PasswordStats.entropy\_density
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

Get information entropy density factor, ranged {0 .. 1}.

This is ratio of entropy\_bits() to max bits a password of this length
could have. E.g. if all characters are unique -- then it's 1.0. If half
of the characters are reused once -- then it's 0.5.

PasswordStats.char\_categories\_detailed
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

Character count per unicode category, detailed format.

See: http://www.unicode.org/reports/tr44/#GC\_Values\_Table

.. |Build Status| image:: https://api.travis-ci.org/kolypto/py-password-strength.png?branch=master
:target: https://travis-ci.org/kolypto/py-password-strength

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

password_strength-0.0.2-0.tar.gz (9.6 kB view hashes)

Uploaded Source

Built Distribution

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page