vi3k6i5

Text Length 319065	Keywords Count 47326
FlashText	156 ms per loop
Compiled Regex	19.5 s per loop

vi3k6i5

vi3k6i5

# pip install flashtext
from flashtext.keyword import KeywordProcessor
keyword_processor = KeywordProcessor()
keyword_processor.add_keyword('Big Apple', 'New York')
keyword_processor.add_keyword('Bay Area')
keywords_found = keyword_processor.extract_keywords('I love Big Apple and Bay Area.')
keywords_found
# ['New York', 'Bay Area']

vi3k6i5

from flashtext.keyword import KeywordProcessor
keyword_processor = KeywordProcessor()
keyword_processor.add_keyword('Big Apple', 'New York')
keyword_processor.add_keyword('New Delhi', 'NCR region')
new_sentence = keyword_processor.replace_keywords('I love Big Apple and new delhi.')
new_sentence
# 'I love New York and NCR region.'

vi3k6i5

vi3k6i5

import re
import string

text_translator = str.maketrans({ord(c): " " for c in string.punctuation})
def clean_text(text, remove_punctuation_all=False):
    if not text:
        return ''
    try:
        text = text.replace(chr(160), " ")
        text = ''.join([i if ord(i) < 128 else ' ' for i in text])

vi3k6i5

# part solution to http://stackoverflow.com/questions/41447277/trouble-using-pandas-read-html/41447560#41447560
max_value = [0,0]
for item in [(int(val.split('/')[0]), int(val.split('/')[1])) for val in df['Date Posted'].values]:
    if item[0] > max_value[0]:
        max_value[0] = item[0]
    elif item[0] == max_value[0]:
        if item[1] > max_value[1]:
            max_value[1] = item[1]
            
max_date_posted = str(max_value[0]) + '/' + str(max_value[1])

vi3k6i5

# this is just to check db connection and sql commands from python.
# I know a better thing to do is to use django or SQLAlchemy to avoid sql injections. And that's what i do generally.

import sqlite3
conn = sqlite3.connect('example.db')

conn.execute('''CREATE TABLE COMPANY
       (ID INT PRIMARY KEY     NOT NULL,
       NAME           TEXT    NOT NULL,

vi3k6i5

from tkinter import*

class hunterClass:

    def BMHunter(self):
        hunter = Tk()
        hunter.title("Beast Mastery Gear Worth Calculator")

        agiString = StringVar()

vi3k6i5

    import requests
    import json
    resp = requests.post('https://api.thingspeak.com/update.json', 
                         data=json.dumps({"api_key":"XXXXXXXXXXXXXXXX",
                         "field1":73,
                         "field2":66}))