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def common_params(func):
    @click.option('--foo')
    @click.option('--bar')
    @functools.wraps(func)
    def wrapper(*args, **kwargs):
        return func(*args, **kwargs)
    return wrapper


@click.command()

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from IPython.core.interactiveshell import InteractiveShell
InteractiveShell.ast_node_interactivity = "all"

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plt.figure(figsize=(8, 8))
plt.show()

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wc = WordCloud(background_color="white", max_words=1000, 
               stopwords=STOPWORDS,width=1000,height=1000)
wc.generate(texts with space)
plt.imshow(wc)
plt.show()

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fig, ax = plt.subplots(nrows, ncols, figsize=(8, 8))

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import click


@click.command()
def main():
    pass


if __name__ == "__main__":
    main()

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import re
sent = 'a b c b c c A B C B C C'
match = re.search('\w+', sent)
while match:
    word = match.group()
    sent, count = re.subn(word, '', sent, flags=re.I)
    match = re.search('\w+', sent)
    print(word, count)

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# -*- coding: utf-8 -*-
import sys
import unicodedata

table = {c: u' ' for c in range(sys.maxunicode)
          if unicodedata.category(unichr(c)).startswith('P')}

def remove_punctuation(s):
    return s.translate(table)

jkw552403

import sys
import unicodedata

table = {c: ' ' for c in range(sys.maxunicode)
          if unicodedata.category(chr(c)).startswith('P')}

def remove_puntuation(s):
    return s.translate(table)