How to write the division of two columns of a dataframe using asyncio?

Question

def divis(data):
    data['prom'] = data['total']/data['num2']
    return data

async def divis(data):
    data['prom'] = await (data['total']/data['num2'])
    return data
await divis(df2)

TypeError: unhashable type: 'Series'

Answer 1

Based on the question fastest way to apply an async function to pandas dataframe and its accepted answer, this will look like:

import asyncio

import numpy as np
import pandas as pd

async def fun2(x, y):
    return x / y

async def divis(data):
    data['prom'] = await asyncio.gather(*(fun2(x, y) for x, y in zip(data['total'], data['num2'])))
    return data
 
await divis(df2)