How to read csv with separator inside json?-CodePudding

I would like to read a csv file but the separator sometimes appear in the second column (json). Is it possible to escape pipe when it appears inside quotes ?

from io import StringIO
import pandas as pd

data = 'col1|{"a":"1","b":"2|3","c":"4"}'

df = pd.read_csv(
        StringIO(data),
        header=None,
        sep='|',      
        quoting=csv.QUOTE_NONE,
        quotechar='"',
        doublequote=False
)

Current

0	1	2
col1	{"a":"1","b":"2	3","c":"4"}

Expected

0	1
col1	{"a":"1","b":"2\|3","c":"4"}

CodePudding user response：

Try this:

data = """col1|'{"a":"1","b":"2|3","c":"4"}'"""
df = pd.read_csv(
        StringIO(data),
        header=None,
        sep='|',      
        quotechar="'"
)

pandas can recognize the value as a whole string if the value is enclosed in the specified quotechar, for that you need to surround the json like string in ''.

Also I triple-quoted the data string to preserve the single quotes. You can also write a simple file with the same string in a csv and try to read_csv with quotechar = "'"