from corpus import Corpus
import pandas as pd
from dateutil.parser import parse
import random
import os
import language_check
from textblob import TextBlob
import glob
corpus = Corpus()
templateCorpus = corpus.getTemplateCorpus()
textDictionary = corpus.getTextDictionary()
numericDictionary = corpus.getNumericDictionary()
tool = language_check.LanguageTool('en-US')
def is_date(string, fuzzy=False):
try:
if isinstance(string, str):
parse(string, fuzzy=fuzzy)
return True
elif isinstance(string, pd.Timestamp):
return True
else:
return False
except ValueError:
return False
def is_binary(colNo):
values = dataset.iloc[:, colNo]
values = [str(value) for value in values]
values = [value.lower().strip() for value in values]