===========
Formasaurus
===========
.. image:: https://img.shields.io/pypi/v/Formasaurus.svg
:target: https://pypi.python.org/pypi/Formasaurus
:alt: PyPI Version
.. image:: https://github.com/scrapinghub/Formasaurus/workflows/tox/badge.svg
:target: https://github.com/scrapinghub/Formasaurus/actions
:alt: Build Status
.. image:: http://codecov.io/github/scrapinghub/Formasaurus/coverage.svg?branch=master
:target: http://codecov.io/github/scrapinghub/Formasaurus?branch=master
:alt: Code Coverage
.. image:: https://readthedocs.org/projects/formasaurus/badge/?version=latest
:target: http://formasaurus.readthedocs.org/en/latest/?badge=latest
:alt: Documentation
.. description starts
Formasaurus is a Python package that tells you the type of an HTML form
and its fields using machine learning.
It can detect if a form is a login, search, registration, password recovery,
"join mailing list", contact, order form or something else, which field
is a password field and which is a search query, etc.
License is MIT.
.. description ends
Check `docs <http://formasaurus.readthedocs.org/>`_ for more.
Changes
=======
0.9.0 (2024-06-19)
------------------
* Dropped official support for Python 3.7 and lower, and added official support
for Python 3.8 and higher.
* Added support for the latest versions of all dependencies, and upgraded
minimum supported versions of dependencies as follows:
* ``docopt``: ``0.4.0``
* ``requests``: ``1.0.0``
* ``tldextract``: ``1.2.0``
* ``with-deps`` extra dependencies:
* ``joblib``: ``1.2.0``
* ``lxml``: ``4.4.1``
* ``lxml-html-clean``: ``0.1.0``
* ``scikit-learn``: ``0.18.0`` → ``0.24.0``
* ``scipy``: ``1.5.1``
* ``sklearn-crfsuite``: ``0.3.1`` → ``0.5.1``
* https://github.com/scrapinghub/formasaurus is the new code repository,
replacing https://github.com/TeamHG-Memex/Formasaurus.
* Updated the CI configuration and development tooling.
0.8.1 (2018-07-02)
------------------
* Support for scikit-learn < 0.18 is dropped;
* Formasaurus is no longer tested with Python 3.3;
* tests are fixed to account for upstream changes; Python 3.6 build is enabled.
0.8 (2016-05-24)
----------------
* more annotated data for captchas;
* ``formasaurus init`` command which trains & caches the model.
0.7.2 (2016-04-18)
------------------
* pip bug with ``pip install formasaurus[with-deps]`` is worked around;
it should work now as ``pip install formasaurus[with_deps]``.
0.7.1 (2016-03-03)
------------------
* fixed API documentation at readthedocs.org
0.7 (2016-03-03)
----------------
* more annotated data;
* new ``form_classes`` and ``field_classes`` attributes of FormFieldClassifer;
* more robust web page encoding detection in ``formasaurus.utils.download``;
* bug fixes in annotation widgets;
0.6 (2016-01-27)
----------------
* ``fields=False`` argument is supported in ``formasaurus.extract_forms``,
``formasaurus.classify``, ``formasaurus.classify_proba`` functions and
in related ``FormFieldClassifier`` methods. It allows to avoid predicting
form field types if they are not needed.
* ``formasaurus.classifiers.instance()`` is renamed to
``formasaurus.classifiers.get_instance()``.
* Bias is no longer regularized for form type classifier.
0.5 (2015-12-19)
----------------
This is a major backwards-incompatible release.
* Formasaurus now can detect field types, not only form types;
* API is changed - check the updated documentation;
* there are more form types detected;
* evaluation setup is improved;
* annotation UI is rewritten using IPython widgets;
* more training data is added.
0.2 (2015-08-10)
----------------
* Python 3 support;
* fixed model auto-creation.
0.1 (2015-07-09)
----------------
Initial release.
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