sencore 0.1.56

sentence nlp parser for multilingua

Installation

Install from pip3

pip3 install --verbose sencore

Install spacy lib

python -m spacy download en_core_web_trf
python -m spacy download es_dep_news_trf

Usage

Please refer to api docs.

Executable usage

• Parse sentence into vocabs

  parse2vocab --lang en --sentence "It is a great day."
  

• Parse sentence into phrases

  parse2phrase --lang en --sentence "It is a great day."
  

Package usage

• Parse sentence into vocabs

  from sencore import VocabParser 
  
  def vocab(lang, sentence):
    sentences = {
        "en": "Apple is looking at buying U.K. startup for $1 billion.",
        "es": "En 1941, fue llamado a filas para incorporarse a la Armada.",
        "de": "Für Joachim Löw ist ein Nationalmannschafts-Comeback von Thomas Müller und Mats Hummels nicht mehr kategorisch ausgeschlossen.",
        "fr": "Nos jolis canards vont-ils détrôner les poules, coqueluches des jardiniers ?",
    }
  
    sen = sentence or sentences[lang]
    print(sen)
    vp = VocabParser(lang)
    vocabs = vp.digest(sen)
    print(vocabs)
  
  

• Parse sentence into phrases

  from sencore import PhraseParser
  
  def phrase(lang, sentence):
    sentences = {
        "en": "Apple is looking at buying U.K. startup for $1 billion.",
        "es": "En 1941, fue llamado a filas para incorporarse a la Armada.",
        "de": "Für Joachim Löw ist ein Nationalmannschafts-Comeback von Thomas Müller und Mats Hummels nicht mehr kategorisch ausgeschlossen.",
        "fr": "Nos jolis canards vont-ils détrôner les poules, coqueluches des jardiniers ?",
    }
  
    sen = sentence or sentences[lang]
    print(sen)
    pp = PhraseParser(lang)
    phrases = pp.digest(sen)
    print(phrases)
  

Development

Clone project

git clone https://github.com/qishe-nlp/sencore.git

Install poetry

Install dependencies

poetry update
python -m spacy download en_core_web_trf
python -m spacy download es_dep_news_trf

Test

poetry run pytest -rP

which run tests under tests/*

Execute

poetry run parse_to_vocab --help

Create sphinx docs

poetry shell
cd apidocs
sphinx-apidoc -f -o source ../sencore
make html
python -m http.server -d build/html

Host docs on github pages

cp -rf apidocs/build/html/* docs/

Build

• Change version in pyproject.toml and sencore/__init__.py
• Build python package by poetry build

Git commit and push

Publish from local dev env

• Set pypi test environment variables in poetry, refer to poetry doc
• Publish to pypi test by poetry publish -r test

Publish through CI

• Github action build and publish package to test pypi repo

git tag [x.x.x]
git push origin master

• Manually publish to pypi repo through github action