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elotl-0.0.1.9


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توضیحات

Paquete para PLN de lenguas originarias
ویژگی مقدار
سیستم عامل -
نام فایل elotl-0.0.1.9
نام elotl
نسخه کتابخانه 0.0.1.9
نگهدارنده []
ایمیل نگهدارنده []
نویسنده Paul Aguilar (@penserbjorne)
ایمیل نویسنده paul.aguilar.enriquez@hotmail.com
آدرس صفحه اصلی https://github.com/ElotlMX/py-elotl
آدرس اینترنتی https://pypi.org/project/elotl/
مجوز -
# Py-Elotl Python package for Natural Language Processing (NLP), focused on low-resource languages spoken in Mexico. This is a project of [Comunidad Elotl](https://elotl.mx/). Developed by: - Paul Aguilar [@penserbjorne](https://github.com/penserbjorne), [paul.aguilar.enriquez@hotmail.com](mailto:paul.aguilar.enriquez@hotmail.com) - Robert Pugh [@Lguyogiro](https://github.com/Lguyogiro), [robertpugh408@gmail.com](mailto:robertpugh408@gmail.com) Requiere python>=3.X - Development Status `Pre-Alpha`. Read [Classifiers](https://pypi.org/classifiers/) - pip package: [elotl](https://pypi.org/project/elotl/) - GitHub repository: [ElotlMX/py-elotl](https://github.com/ElotlMX/py-elotl) ## Installation ### Using `pip` ```bash pip install elotl ``` ### From source ```bash git clone https://github.com/ElotlMX/py-elotl.git cd py-elotl pip install -e . ``` ## Use ### Working with corpus ```python import elotl.corpus ``` #### Listing available corpus Code: ```python print("Name\t\tDescription") list_of_corpus = elotl.corpus.list_of_corpus() for row in list_of_corpus: print(row) ``` Output: ```bash Name Description ['axolotl', 'Is a Spanish-Nahuatl parallel corpus'] ['tsunkua', 'Is a Spanish-otomí parallel corpus'] ``` #### Loading a corpus If a non-existent corpus is requested, a value of 0 is returned. ```python axolotl = elotl.corpus.load('axolotlr') if axolotl == 0: print("The name entered does not correspond to any corpus") ``` If an existing corpus is entered, a list is returned. ```python axolotl = elotl.corpus.load('axolotl') for row in axolotl: print(row) ``` ```bash ['Hay que adivinar: un pozo, a la mitad del cerro, te vas a encontrar.', 'See tosaasaanil, see tosaasaanil. Tias iipan see tepeetl, iitlakotian tepeetl, tikoonextis san see aameyalli.', '', 'Adivinanzas nahuas'] ``` Each element of the list has four indices: - non_original_language - original_language - variant - document_name ```python tsunkua = elotl.corpus.load('tsunkua') for row in tsunkua: print(row[0]) # language 1 print(row[1]) # language 2 print(row[2]) # variant print(row[3]) # document ``` ```bash Una vez una señora se emborrachó nándi na ra t'u̱xú bintí Otomí del Estado de México (ots) El otomí de toluca, Yolanda Lastra ``` ### Normalizing nahuatl orthographies Import the orthography module and Load the axolot nahuatl corpus. ```python import elotl.corpus import elotl.nahuatl.orthography a = elotl.corpus.load("axolotl") ``` Creates a normalizer object, passing as parameter the normalization to be used. The following normalizations are currently available: - sep - Alphabet often seen in use by the Secretaría de Educación Pública (SEP) and the Instituto Nacional para la Educación de los Adultos (INEA). important characteristics of this alphabet are the use of "u" for the phoneme /w/, "k" for /k/, and "j" for /h/. - inali - Alphabet in use by the Instituto Nacional de Lenguas Indígenas. Uses "w" for /w/, "k" for /k/, and "h" for /h/. - ack - Alphabet initially used by Richard Andrews and subsequently by a number of other Nahuatl scholars. Named after Andrews, Campbell, and Karttunen. Uses "hu" for /w/, "c" and "qu" for /k/, and "h" for /h/. If an unsupported normalization is specified, sep will be used by default. You can use the `normalize` method to normalize a text to the selected orthography. And the `to_phones` method to get the phonemes. ```python >>> n = elotl.nahuatl.orthography.Normalizer("sep") >>> n.normalize(a[1][1]) 'au in ye yujki in on tlenamakak niman ye ik teixpan on motlalia se tlakatl itech mokaua.' >>> n.to_phones(a[1][1]) 'aw in ye yuʔki in on ƛenamakak niman ye ik teiʃpan on moƛalia se ƛakaƛ itet͡ʃ mokawa.' ``` ```python >>> n = elotl.nahuatl.orthography.Normalizer("inali") >>> n.normalize(a[1][1]) 'aw in ye yuhki in on tlenamakak niman ye ik teixpan on motlalia se tlakatl itech mokawa.' >>> n.to_phones(a[1][1]) 'aw in ye yuʔki in on ƛenamakak niman ye ik teiʃpan on moƛalia se ƛakaƛ itet͡ʃ mokawa.' ``` ```python >>> n = elotl.nahuatl.orthography.Normalizer("ack") >>> n.normalize(a[1][1]) 'auh in ye yuhqui in on tlenamacac niman ye ic teixpan on motlalia ce tlacatl itech mocahua.' >>> n.to_phones(a[1][1]) 'aw in ye yuʔki in on ƛenamakak niman ye ik teiʃpan on moƛalia se ƛakaƛ itet͡ʃ mokawa.' ``` ## Package structure The following structure is a reference. As the package grows it will be better documented. ``` elotl/ Top-level package __init__.py Initialize the package corpora/ Here are the corpus data corpus/ Subpackage to load corpus nahuatl/ Nahuatl language subpackage orthography.py Module to normalyze nahuatl orthography and phonemas utils/ Subpackage with useful functions and files fst/ Finite State Transducer functions att/ Module with static .att files test/ Unit test scripts ``` ## Development ### Requirements - python3 - [HFST](https://github.com/hfst/hfst) - GNU make - virtualenv - Python packages - setuptools - wheel ### Quick build ```bash virtualenv --python=/usr/bin/python3 venv source venv/bin/activate make all ``` ### Step by step #### Build FSTs Build the FSTs with `make`. ```bash make fst ``` #### Create a virtual environment and activate it. ```bash virtualenv --python=/usr/bin/python3 venv source venv/bin/activate ``` #### Update `pip` and generate distribution files. ```bash python -m pip install --upgrade pip python -m pip install --upgrade setuptools wheel rm -rf build/ dist/ python setup.py clean sdist bdist_wheel ``` ### Testing the package locally ```bash python -m pip install -e . ``` ### Send to PyPI ```bash python -m pip install twine twine upload dist/* ``` ## License [Mozilla Public License 2.0 (MPL 2.0)](./LICENSE) ## References - [https://elotl.mx/](https://elotl.mx/) - [Packaging Python Projects](https://packaging.python.org/tutorials/packaging-projects/) - [How To Package Your Python Code](https://python-packaging.readthedocs.io/en/latest/minimal.html) - [Making a Python Package](https://python-packaging-tutorial.readthedocs.io/en/latest/setup_py.html)


نیازمندی

مقدار نام
- importlib-resources
- future


زبان مورد نیاز

مقدار نام
>=3 Python


نحوه نصب


نصب پکیج whl elotl-0.0.1.9:

    pip install elotl-0.0.1.9.whl


نصب پکیج tar.gz elotl-0.0.1.9:

    pip install elotl-0.0.1.9.tar.gz