embeddedbible/textinput.py at master · cminson/embeddedbible · GitHub

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#
# Author: Christopher Minson
# www.christopherminson.com
#
#
import sys
import os
import string
from nltk.corpus import stopwords
from nltk.tokenize import word_tokenize

BIBLE_TXT = './TEXT/bible.txt'
STOP_WORDS = './TEXT/STOPWORDS.txt'
MIN_WORD_SIZE = 2

BOOKS_OLD_TESTAMENT = [
'Genesis', 'Exodus', 'Leviticus', 'Numbers', 'Deuteronomy', 'Joshua', 'Judges', 'Ruth',
'1 Samuel', '2 Samuel', '1 Kings', '2 Kings', '1 Chronicles', '2 Chronicles', 'Ezra', 'Nehemiah',
'Esther', 'Job', 'Psalms', 'Proverbs', 'Ecclesiastes', 'Song of Solomon', 'Isaiah', 'Jeremiah',
'Lamentations', 'Ezekiel', 'Daniel', 'Hosea', 'Joel', 'Amos', 'Obadiah', 'Jonah',
'Micah', 'Nahum', 'Habakkuk', 'Zephaniah', 'Haggai', 'Zechariah', 'Malachi'
]
BOOKS_NEW_TESTAMENT = [
'Matthew', 'Mark', 'Luke', 'John', 'Acts', 'Romans', '1 Corinthians', '2 Corinthians',
'Galatians', 'Ephesians', 'Philippians', 'Colossians', '1 Thessalonians', '2 Thessalonians', '1 Timothy', '2 Timothy',
'Titus', 'Philemon', 'Hebrews', 'James', '1 Peter', '2 Peter', '1 John', '2 John',
'3 John', 'Jude', 'Revelation'
]

ALL_BOOKS = BOOKS_OLD_TESTAMENT + BOOKS_NEW_TESTAMENT

AllBooks = {}
AllStoppedWords = []
AllSentences = []
AllStoppedSentences = []
AllCitations = []
BookSentencesDict = {}
BookSentencesList = []

def load_bible():

    print('loading text ...')

    # get all the stop words
    #stop_words = set(nltk.corpus.stopwords.words('english'))
    stop_words = set(stopwords.words('english'))
    with open(STOP_WORDS, 'r') as fd:
        while True:
            word = fd.readline().strip().lower()
            if not word: break;
            stop_words.add(word)

    # read in data
    with open(BIBLE_TXT, 'r') as fd:
        lines = fd.readlines()

    for line in lines:

        citation, raw_sentence = line.replace('\n', '').split('\t')
        lowered_sentence = raw_sentence.lower().strip()

        table = lowered_sentence.maketrans(dict.fromkeys(string.punctuation))
        lowered_sentence = lowered_sentence.translate(table)
        citation_parts = citation.split(' ')
        citation = citation_parts[-1]
        del citation_parts[-1]
        book = ' '.join(citation_parts)

        AllSentences.append(lowered_sentence)

        stopped_words = [w.lower() for w in word_tokenize(lowered_sentence) if not w in stop_words and len(w) > MIN_WORD_SIZE]
        AllStoppedWords.append(stopped_words)

        stopped_sentence = ' '.join(stopped_words)
        AllStoppedSentences.append(stopped_sentence)
        AllCitations.append(book + ' ' + citation)

        if book in AllBooks:
            AllBooks[book].append((citation, raw_sentence, stopped_sentence))
        else:
            AllBooks[book] = [(citation, raw_sentence, stopped_sentence)]

        if book in BookSentencesDict:
            BookSentencesDict[book] += lowered_sentence
            BookSentencesDict[book] += ' '
        else:
            BookSentencesDict[book] = lowered_sentence
            BookSentencesDict[book] += ' '

    for book, sentences in BookSentencesDict.items():
        BookSentencesList.append(sentences)


def load_chapter(chapter):

    print('loading chapter text ...')

    # get all the stop words
    #stop_words = set(nltk.corpus.stopwords.words('english'))
    stop_words = set(stopwords.words('english'))
    with open(STOP_WORDS, 'r') as fd:
        while True:
            word = fd.readline().strip().lower()
            if not word: break;
            stop_words.add(word)

    # read in data
    with open(BIBLE_TXT, 'r') as fd:
        lines = fd.readlines()

    for line in lines:

        if chapter not in line: continue

        citation, raw_sentence = line.replace('\n', '').split('\t')
        lowered_sentence = raw_sentence.lower().strip()

        table = lowered_sentence.maketrans(dict.fromkeys(string.punctuation))
        lowered_sentence = lowered_sentence.translate(table)
        citation_parts = citation.split(' ')
        citation = citation_parts[-1]
        del citation_parts[-1]
        book = ' '.join(citation_parts)

        AllSentences.append(lowered_sentence)

        stopped_words = [w.lower() for w in word_tokenize(lowered_sentence) if not w in stop_words and len(w) > MIN_WORD_SIZE]
        AllStoppedWords.append(stopped_words)

        stopped_sentence = ' '.join(stopped_words)
        AllStoppedSentences.append(stopped_sentence)
        AllCitations.append(book + ' ' + citation)

        if book in AllBooks:
            AllBooks[book].append((citation, raw_sentence, stopped_sentence))
        else:
            AllBooks[book] = [(citation, raw_sentence, stopped_sentence)]

        if book in BookSentencesDict:
            BookSentencesDict[book] += lowered_sentence
            BookSentencesDict[book] += ' '
        else:
            BookSentencesDict[book] = lowered_sentence
            BookSentencesDict[book] += ' '

    for book, sentences in BookSentencesDict.items():
        BookSentencesList.append(sentences)


if __name__ == '__main__':

    load_bible()
    print('done')