Running multiple functions at the same time while using Cache (Python)

Using Streamlit
,
1

Hi Streamlit community!

It has been amazing journey for me personally to use streamlit on learning how to code.

However, I have encountered a problem. My script will run too slow (almost a minute) when I have multiple def function. I have tried using @st.cache (it helps a lot in reducing run time), however my script still run above 40 seconds.

I believe that the problem is because the def function is running consecutively from top to bottom. Is there any way I can run multiple functions at the same time while using the @st.cache? (Because I have used multiprocessing and thread, it seems it does not work along with
@st.cache)

Thank you.

Below code is just an example of what I am doing. Thank you.

import streamlit as st
from requests import get, post

address1 = "aa"
address2 = "bb"
address3 = "cc"

@st.cache
def get_balance(address):
    data = response.json()
    value = int(data)
    return value

@st.cache
def get_balance2(address):
    data = response.json()
    value = int(data)
    return value

@st.cache
def get_balance3(address):
    data = response.json()
    value = int(data)
    return value

data1 = def get_balance(address1)
data2 = def get_balance2(address2)
data3 = def get_balance3(address3)

st.text(data1)
st.text(data2)
st.text(data3)
2

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