File size: 869 Bytes
b2eb230
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
import re

SYMBOLS_MAPPING = {
    "β€˜": "'",
    "’": "'",
}

REPLACE_SYMBOL_REGEX = re.compile(
    "|".join(re.escape(p) for p in SYMBOLS_MAPPING.keys())
)


EMOJI_REGEX = re.compile(
    "["
    "\U0001F600-\U0001F64F"  # emoticons
    "\U0001F300-\U0001F5FF"  # symbols & pictographs
    "\U0001F680-\U0001F6FF"  # transport & map symbols
    "\U0001F1E0-\U0001F1FF"  # flags (iOS)
    "]+",
    flags=re.UNICODE,
)


def clean_text(text):
    # Clean the text
    text = text.strip()

    # Replace all chinese symbols with their english counterparts
    text = REPLACE_SYMBOL_REGEX.sub(lambda x: SYMBOLS_MAPPING[x.group()], text)

    # Remove emojis
    text = EMOJI_REGEX.sub(r"", text)

    # Remove continuous periods (...) and commas (,,,)
    text = re.sub(r"[,]{2,}", lambda m: m.group()[0], text)

    return text