hfst


Namehfst JSON
Version 3.16.0.1 PyPI version JSON
download
home_page
SummaryPython SWIG-bound interface for HFST
upload_time2023-11-21 01:29:18
maintainer
docs_urlNone
authorHFST team
requires_python>=3.6
licenseGNU GPL3
keywords finite-state transducer morphology morphological part of speech tagger natural language processing nlp
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # HFST for python

| | |
| --- | --- |
| CI/CD | [![CI - Test, Build, and Publish](https://github.com/reynoldsnlp/hfst-python/actions/workflows/build.yml/badge.svg)](https://github.com/reynoldsnlp/hfst-python/actions/workflows/build.yml) |
| Package | [![PyPI - Version](https://img.shields.io/pypi/v/hfst.svg?logo=pypi&label=PyPI&logoColor=gold)](https://pypi.org/project/hfst/) [![PyPI - Downloads](https://img.shields.io/pypi/dm/hfst.svg?color=blue&label=Downloads&logo=pypi&logoColor=gold)](https://pypi.org/project/hfst/) [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/hfst.svg?logo=python&label=Python&logoColor=gold)](https://pypi.org/project/hfst/) |
| Meta | ![CI Buildwheel Badge](https://img.shields.io/badge/build-cibuildwheel-blue?logo=python&link=https%3A%2F%2Fcibuildwheel.readthedocs.io%2Fen%2Fstable%2F) [![linting - Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/charliermarsh/ruff/main/assets/badge/v0.json)](https://github.com/charliermarsh/ruff) ![PyPI - License](https://img.shields.io/pypi/l/hfst) |

## Package description

Package `hfst` contains python bindings for the [Helsinki Finite-State
Technology (HFST)](https://hfst.github.io) C++ library. HFST toolkit is
intended for processing natural language morphologies. The toolkit is
demonstrated by wide-coverage implementations of a number of languages of
varying morphological complexity.

## Installation

For most users, simply run...

```console
$ python3 -m pip install hfst
```

On some OSes, you can install `hfst` python bindings by [running
`install_nightly.sh`](https://wiki.apertium.org/wiki/Installation#Install_Apertium_Core_by_packaging.2Fvirtual_environment).


We compile wheels using
[cibuildwheel](https://cibuildwheel.readthedocs.io/en/stable/) which enables us
to publish wheels for CPython and PyPy on a large variety of OS/architecture
combinations.  If wheels for your platform are not available, open an issue!
(Windows support coming soon!)

## Usage

C++ side functions and classes are wrapped with SWIG under module 'libhfst'. It
is possible to use this module directly, but there is a package named 'hfst'
which encapsulates the libhfst module in a more user-friendly manner. The
structure of the package is

* hfst
  * hfst.exceptions
  * hfst.sfst\_rules
  * hfst.xerox\_rules

The module hfst.exceptions contains HfstException and its subclasses. The
modules hfst.sfst\_rules and hfst.xerox\_rules contain functions that create
transducers implementing replace and two-level rules. All other functions and
classes are in module hfst.

For documentation and examples, see https://hfst.github.io/python/index.html.

## Requirements

Compiling hfst from source requires at least C++ compiler (tested with gcc
5.4.0), readline and getline libraries and setuptools package for python
(tested with version 28.8.0). Swig is no longer needed as pre-generated files
are included in source distribution.

## Compiling from scratch

This repository has a submodule with the underlying C++ code. The first time
you clone this repository, run `$ git submodule init` to initialize the
submodule. Thereafter, every time that you want to pull in the latest changes
from the C++ hfst repository, run `$ git submodule update --remote` or `$ git
pull --recurse-submodules`. See the [manylinux build
script](scripts/linux_before_all.sh) for an example of how to compile the
underlying C++ library.

Once the library is available, the package can be installed by running...

```
python3 -m pip install .
```

...in the root directory of the repository.

## Running tests

Tests are contained in the `test/` directory. To run tests, you must first
install `pytest` using `python3 -m pip install pytest`.  Then, in the
root directory of this repository, run `python3 -m pytest`.

## Documentation

See wiki-based [package documentation](https://github.com/hfst/python/wiki) on
our Github pages. In python, you can also use `dir` and `help` commands, e.g.:

``dir(hfst)``

``help(hfst.HfstTransducer)``

## License

HFST is licensed under Gnu GPL version 3.0.

## Troubleshooting

#### *Pip starts to compile from source although there is a wheel available*

Try upgrading pip with

```
python3 -m pip install --upgrade pip
```

Another reason for this can be that the source package on PyPI is newer (i.e.
has a higher version number) than the corresponding wheel for the given
environment. Report this via our [issue
tracker](https://github.com/reynoldsnlp/hfst-python/issues/) so a fresh wheel
can be created.

#### *Error message "command ... failed with error code ..."*

Try rerunning pip in verbose mode with

```
python3 -m pip install --verbose [--upgrade] hfst
```

to get more information.

#### TypeError: catching classes that do not inherit from BaseException is not allowed

Some version combinations of SWIG and Python make HFST exception classes
subclasses of Python's `object` instead of Exception. Then you will get the
error above. If this is the case, run...

```
sed -i 's/class HfstException(_object):/class HfstException(Exception):/' libhfst.py
```

...after build/installation to be able to use HfstException and its subclasses
in Python.

## Links

[HFST project main page](https://hfst.github.io): more information about the
project

[Github issue tracker](https://github.com/hfst/hfst/issues/): for comments,
feature requests and bug reports

                   GNU LESSER GENERAL PUBLIC LICENSE
                       Version 3, 29 June 2007

 Copyright (C) 2007 Free Software Foundation, Inc. <http://fsf.org/>
 Everyone is permitted to copy and distribute verbatim copies
 of this license document, but changing it is not allowed.


  This version of the GNU Lesser General Public License incorporates
the terms and conditions of version 3 of the GNU General Public
License, supplemented by the additional permissions listed below.

  0. Additional Definitions.

  As used herein, "this License" refers to version 3 of the GNU Lesser
General Public License, and the "GNU GPL" refers to version 3 of the GNU
General Public License.

  "The Library" refers to a covered work governed by this License,
other than an Application or a Combined Work as defined below.

  An "Application" is any work that makes use of an interface provided
by the Library, but which is not otherwise based on the Library.
Defining a subclass of a class defined by the Library is deemed a mode
of using an interface provided by the Library.

  A "Combined Work" is a work produced by combining or linking an
Application with the Library.  The particular version of the Library
with which the Combined Work was made is also called the "Linked
Version".

  The "Minimal Corresponding Source" for a Combined Work means the
Corresponding Source for the Combined Work, excluding any source code
for portions of the Combined Work that, considered in isolation, are
based on the Application, and not on the Linked Version.

  The "Corresponding Application Code" for a Combined Work means the
object code and/or source code for the Application, including any data
and utility programs needed for reproducing the Combined Work from the
Application, but excluding the System Libraries of the Combined Work.

  1. Exception to Section 3 of the GNU GPL.

  You may convey a covered work under sections 3 and 4 of this License
without being bound by section 3 of the GNU GPL.

  2. Conveying Modified Versions.

  If you modify a copy of the Library, and, in your modifications, a
facility refers to a function or data to be supplied by an Application
that uses the facility (other than as an argument passed when the
facility is invoked), then you may convey a copy of the modified
version:

   a) under this License, provided that you make a good faith effort to
   ensure that, in the event an Application does not supply the
   function or data, the facility still operates, and performs
   whatever part of its purpose remains meaningful, or

   b) under the GNU GPL, with none of the additional permissions of
   this License applicable to that copy.

  3. Object Code Incorporating Material from Library Header Files.

  The object code form of an Application may incorporate material from
a header file that is part of the Library.  You may convey such object
code under terms of your choice, provided that, if the incorporated
material is not limited to numerical parameters, data structure
layouts and accessors, or small macros, inline functions and templates
(ten or fewer lines in length), you do both of the following:

   a) Give prominent notice with each copy of the object code that the
   Library is used in it and that the Library and its use are
   covered by this License.

   b) Accompany the object code with a copy of the GNU GPL and this license
   document.

  4. Combined Works.

  You may convey a Combined Work under terms of your choice that,
taken together, effectively do not restrict modification of the
portions of the Library contained in the Combined Work and reverse
engineering for debugging such modifications, if you also do each of
the following:

   a) Give prominent notice with each copy of the Combined Work that
   the Library is used in it and that the Library and its use are
   covered by this License.

   b) Accompany the Combined Work with a copy of the GNU GPL and this license
   document.

   c) For a Combined Work that displays copyright notices during
   execution, include the copyright notice for the Library among
   these notices, as well as a reference directing the user to the
   copies of the GNU GPL and this license document.

   d) Do one of the following:

       0) Convey the Minimal Corresponding Source under the terms of this
       License, and the Corresponding Application Code in a form
       suitable for, and under terms that permit, the user to
       recombine or relink the Application with a modified version of
       the Linked Version to produce a modified Combined Work, in the
       manner specified by section 6 of the GNU GPL for conveying
       Corresponding Source.

       1) Use a suitable shared library mechanism for linking with the
       Library.  A suitable mechanism is one that (a) uses at run time
       a copy of the Library already present on the user's computer
       system, and (b) will operate properly with a modified version
       of the Library that is interface-compatible with the Linked
       Version.

   e) Provide Installation Information, but only if you would otherwise
   be required to provide such information under section 6 of the
   GNU GPL, and only to the extent that such information is
   necessary to install and execute a modified version of the
   Combined Work produced by recombining or relinking the
   Application with a modified version of the Linked Version. (If
   you use option 4d0, the Installation Information must accompany
   the Minimal Corresponding Source and Corresponding Application
   Code. If you use option 4d1, you must provide the Installation
   Information in the manner specified by section 6 of the GNU GPL
   for conveying Corresponding Source.)

  5. Combined Libraries.

  You may place library facilities that are a work based on the
Library side by side in a single library together with other library
facilities that are not Applications and are not covered by this
License, and convey such a combined library under terms of your
choice, if you do both of the following:

   a) Accompany the combined library with a copy of the same work based
   on the Library, uncombined with any other library facilities,
   conveyed under the terms of this License.

   b) Give prominent notice with the combined library that part of it
   is a work based on the Library, and explaining where to find the
   accompanying uncombined form of the same work.

  6. Revised Versions of the GNU Lesser General Public License.

  The Free Software Foundation may publish revised and/or new versions
of the GNU Lesser General Public License from time to time. Such new
versions will be similar in spirit to the present version, but may
differ in detail to address new problems or concerns.

  Each version is given a distinguishing version number. If the
Library as you received it specifies that a certain numbered version
of the GNU Lesser General Public License "or any later version"
applies to it, you have the option of following the terms and
conditions either of that published version or of any later version
published by the Free Software Foundation. If the Library as you
received it does not specify a version number of the GNU Lesser
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General Public License ever published by the Free Software Foundation.

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whether future versions of the GNU Lesser General Public License shall
apply, that proxy's public statement of acceptance of any version is
permanent authorization for you to choose that version for the
Library.

            

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    "author_email": "hfst-bugs@helsinki.fi",
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    "description": "# HFST for python\n\n| | |\n| --- | --- |\n| CI/CD | [![CI - Test, Build, and Publish](https://github.com/reynoldsnlp/hfst-python/actions/workflows/build.yml/badge.svg)](https://github.com/reynoldsnlp/hfst-python/actions/workflows/build.yml) |\n| Package | [![PyPI - Version](https://img.shields.io/pypi/v/hfst.svg?logo=pypi&label=PyPI&logoColor=gold)](https://pypi.org/project/hfst/) [![PyPI - Downloads](https://img.shields.io/pypi/dm/hfst.svg?color=blue&label=Downloads&logo=pypi&logoColor=gold)](https://pypi.org/project/hfst/) [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/hfst.svg?logo=python&label=Python&logoColor=gold)](https://pypi.org/project/hfst/) |\n| Meta | ![CI Buildwheel Badge](https://img.shields.io/badge/build-cibuildwheel-blue?logo=python&link=https%3A%2F%2Fcibuildwheel.readthedocs.io%2Fen%2Fstable%2F) [![linting - Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/charliermarsh/ruff/main/assets/badge/v0.json)](https://github.com/charliermarsh/ruff) ![PyPI - License](https://img.shields.io/pypi/l/hfst) |\n\n## Package description\n\nPackage `hfst` contains python bindings for the [Helsinki Finite-State\nTechnology (HFST)](https://hfst.github.io) C++ library. HFST toolkit is\nintended for processing natural language morphologies. The toolkit is\ndemonstrated by wide-coverage implementations of a number of languages of\nvarying morphological complexity.\n\n## Installation\n\nFor most users, simply run...\n\n```console\n$ python3 -m pip install hfst\n```\n\nOn some OSes, you can install `hfst` python bindings by [running\n`install_nightly.sh`](https://wiki.apertium.org/wiki/Installation#Install_Apertium_Core_by_packaging.2Fvirtual_environment).\n\n\nWe compile wheels using\n[cibuildwheel](https://cibuildwheel.readthedocs.io/en/stable/) which enables us\nto publish wheels for CPython and PyPy on a large variety of OS/architecture\ncombinations.  If wheels for your platform are not available, open an issue!\n(Windows support coming soon!)\n\n## Usage\n\nC++ side functions and classes are wrapped with SWIG under module 'libhfst'. It\nis possible to use this module directly, but there is a package named 'hfst'\nwhich encapsulates the libhfst module in a more user-friendly manner. The\nstructure of the package is\n\n* hfst\n  * hfst.exceptions\n  * hfst.sfst\\_rules\n  * hfst.xerox\\_rules\n\nThe module hfst.exceptions contains HfstException and its subclasses. The\nmodules hfst.sfst\\_rules and hfst.xerox\\_rules contain functions that create\ntransducers implementing replace and two-level rules. All other functions and\nclasses are in module hfst.\n\nFor documentation and examples, see https://hfst.github.io/python/index.html.\n\n## Requirements\n\nCompiling hfst from source requires at least C++ compiler (tested with gcc\n5.4.0), readline and getline libraries and setuptools package for python\n(tested with version 28.8.0). Swig is no longer needed as pre-generated files\nare included in source distribution.\n\n## Compiling from scratch\n\nThis repository has a submodule with the underlying C++ code. The first time\nyou clone this repository, run `$ git submodule init` to initialize the\nsubmodule. Thereafter, every time that you want to pull in the latest changes\nfrom the C++ hfst repository, run `$ git submodule update --remote` or `$ git\npull --recurse-submodules`. See the [manylinux build\nscript](scripts/linux_before_all.sh) for an example of how to compile the\nunderlying C++ library.\n\nOnce the library is available, the package can be installed by running...\n\n```\npython3 -m pip install .\n```\n\n...in the root directory of the repository.\n\n## Running tests\n\nTests are contained in the `test/` directory. To run tests, you must first\ninstall `pytest` using `python3 -m pip install pytest`.  Then, in the\nroot directory of this repository, run `python3 -m pytest`.\n\n## Documentation\n\nSee wiki-based [package documentation](https://github.com/hfst/python/wiki) on\nour Github pages. In python, you can also use `dir` and `help` commands, e.g.:\n\n``dir(hfst)``\n\n``help(hfst.HfstTransducer)``\n\n## License\n\nHFST is licensed under Gnu GPL version 3.0.\n\n## Troubleshooting\n\n#### *Pip starts to compile from source although there is a wheel available*\n\nTry upgrading pip with\n\n```\npython3 -m pip install --upgrade pip\n```\n\nAnother reason for this can be that the source package on PyPI is newer (i.e.\nhas a higher version number) than the corresponding wheel for the given\nenvironment. Report this via our [issue\ntracker](https://github.com/reynoldsnlp/hfst-python/issues/) so a fresh wheel\ncan be created.\n\n#### *Error message \"command ... failed with error code ...\"*\n\nTry rerunning pip in verbose mode with\n\n```\npython3 -m pip install --verbose [--upgrade] hfst\n```\n\nto get more information.\n\n#### TypeError: catching classes that do not inherit from BaseException is not allowed\n\nSome version combinations of SWIG and Python make HFST exception classes\nsubclasses of Python's `object` instead of Exception. Then you will get the\nerror above. If this is the case, run...\n\n```\nsed -i 's/class HfstException(_object):/class HfstException(Exception):/' libhfst.py\n```\n\n...after build/installation to be able to use HfstException and its subclasses\nin Python.\n\n## Links\n\n[HFST project main page](https://hfst.github.io): more information about the\nproject\n\n[Github issue tracker](https://github.com/hfst/hfst/issues/): for comments,\nfeature requests and bug reports\n\n                   GNU LESSER GENERAL PUBLIC LICENSE\n                       Version 3, 29 June 2007\n\n Copyright (C) 2007 Free Software Foundation, Inc. <http://fsf.org/>\n Everyone is permitted to copy and distribute verbatim copies\n of this license document, but changing it is not allowed.\n\n\n  This version of the GNU Lesser General Public License incorporates\nthe terms and conditions of version 3 of the GNU General Public\nLicense, supplemented by the additional permissions listed below.\n\n  0. Additional Definitions.\n\n  As used herein, \"this License\" refers to version 3 of the GNU Lesser\nGeneral Public License, and the \"GNU GPL\" refers to version 3 of the GNU\nGeneral Public License.\n\n  \"The Library\" refers to a covered work governed by this License,\nother than an Application or a Combined Work as defined below.\n\n  An \"Application\" is any work that makes use of an interface provided\nby the Library, but which is not otherwise based on the Library.\nDefining a subclass of a class defined by the Library is deemed a mode\nof using an interface provided by the Library.\n\n  A \"Combined Work\" is a work produced by combining or linking an\nApplication with the Library.  The particular version of the Library\nwith which the Combined Work was made is also called the \"Linked\nVersion\".\n\n  The \"Minimal Corresponding Source\" for a Combined Work means the\nCorresponding Source for the Combined Work, excluding any source code\nfor portions of the Combined Work that, considered in isolation, are\nbased on the Application, and not on the Linked Version.\n\n  The \"Corresponding Application Code\" for a Combined Work means the\nobject code and/or source code for the Application, including any data\nand utility programs needed for reproducing the Combined Work from the\nApplication, but excluding the System Libraries of the Combined Work.\n\n  1. Exception to Section 3 of the GNU GPL.\n\n  You may convey a covered work under sections 3 and 4 of this License\nwithout being bound by section 3 of the GNU GPL.\n\n  2. Conveying Modified Versions.\n\n  If you modify a copy of the Library, and, in your modifications, a\nfacility refers to a function or data to be supplied by an Application\nthat uses the facility (other than as an argument passed when the\nfacility is invoked), then you may convey a copy of the modified\nversion:\n\n   a) under this License, provided that you make a good faith effort to\n   ensure that, in the event an Application does not supply the\n   function or data, the facility still operates, and performs\n   whatever part of its purpose remains meaningful, or\n\n   b) under the GNU GPL, with none of the additional permissions of\n   this License applicable to that copy.\n\n  3. Object Code Incorporating Material from Library Header Files.\n\n  The object code form of an Application may incorporate material from\na header file that is part of the Library.  You may convey such object\ncode under terms of your choice, provided that, if the incorporated\nmaterial is not limited to numerical parameters, data structure\nlayouts and accessors, or small macros, inline functions and templates\n(ten or fewer lines in length), you do both of the following:\n\n   a) Give prominent notice with each copy of the object code that the\n   Library is used in it and that the Library and its use are\n   covered by this License.\n\n   b) Accompany the object code with a copy of the GNU GPL and this license\n   document.\n\n  4. Combined Works.\n\n  You may convey a Combined Work under terms of your choice that,\ntaken together, effectively do not restrict modification of the\nportions of the Library contained in the Combined Work and reverse\nengineering for debugging such modifications, if you also do each of\nthe following:\n\n   a) Give prominent notice with each copy of the Combined Work that\n   the Library is used in it and that the Library and its use are\n   covered by this License.\n\n   b) Accompany the Combined Work with a copy of the GNU GPL and this license\n   document.\n\n   c) For a Combined Work that displays copyright notices during\n   execution, include the copyright notice for the Library among\n   these notices, as well as a reference directing the user to the\n   copies of the GNU GPL and this license document.\n\n   d) Do one of the following:\n\n       0) Convey the Minimal Corresponding Source under the terms of this\n       License, and the Corresponding Application Code in a form\n       suitable for, and under terms that permit, the user to\n       recombine or relink the Application with a modified version of\n       the Linked Version to produce a modified Combined Work, in the\n       manner specified by section 6 of the GNU GPL for conveying\n       Corresponding Source.\n\n       1) Use a suitable shared library mechanism for linking with the\n       Library.  A suitable mechanism is one that (a) uses at run time\n       a copy of the Library already present on the user's computer\n       system, and (b) will operate properly with a modified version\n       of the Library that is interface-compatible with the Linked\n       Version.\n\n   e) Provide Installation Information, but only if you would otherwise\n   be required to provide such information under section 6 of the\n   GNU GPL, and only to the extent that such information is\n   necessary to install and execute a modified version of the\n   Combined Work produced by recombining or relinking the\n   Application with a modified version of the Linked Version. (If\n   you use option 4d0, the Installation Information must accompany\n   the Minimal Corresponding Source and Corresponding Application\n   Code. If you use option 4d1, you must provide the Installation\n   Information in the manner specified by section 6 of the GNU GPL\n   for conveying Corresponding Source.)\n\n  5. Combined Libraries.\n\n  You may place library facilities that are a work based on the\nLibrary side by side in a single library together with other library\nfacilities that are not Applications and are not covered by this\nLicense, and convey such a combined library under terms of your\nchoice, if you do both of the following:\n\n   a) Accompany the combined library with a copy of the same work based\n   on the Library, uncombined with any other library facilities,\n   conveyed under the terms of this License.\n\n   b) Give prominent notice with the combined library that part of it\n   is a work based on the Library, and explaining where to find the\n   accompanying uncombined form of the same work.\n\n  6. Revised Versions of the GNU Lesser General Public License.\n\n  The Free Software Foundation may publish revised and/or new versions\nof the GNU Lesser General Public License from time to time. 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If the Library as you\nreceived it does not specify a version number of the GNU Lesser\nGeneral Public License, you may choose any version of the GNU Lesser\nGeneral Public License ever published by the Free Software Foundation.\n\n  If the Library as you received it specifies that a proxy can decide\nwhether future versions of the GNU Lesser General Public License shall\napply, that proxy's public statement of acceptance of any version is\npermanent authorization for you to choose that version for the\nLibrary.\n",
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