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Retaining changes made to a Pandas dataframe when navigating between selectboxes in a Streamlit app
原标题:

I created this simple python example below. I used streamlit together with pandas. This example has an editable dataframe in each selectbox "A" and "B". When I hit the selectbox "A", and edit the table: for example, add a new row as "a4" and "4" as value, then hit the selectbox "B" and come back to selectbox "A", the df1 goes back to original dataframe because the whole funct1 is rerun from the start. How can the edited dataframe information be stored so the edited dataframe infromation wouldn t be lost? I don t want to @st.cache_data it as I want the dataframe to be editable continuously.

import streamlit as st
import pandas as pd

page = st.sidebar.selectbox("Select: ", ("A","B"))

### Added code - but this doesn t work:
st.session_state[ page ] = page
selected_app_mode = st.session_state.get( page )
app_mode_ix = 0
if selected_app_mode: 
    app_mode_ix = page.index(selected_app_mode)
page = st.sidebar.selectbox(page, index=app_mode_ix)
st.session_state[ page ] = page
### End of added code

def funct1():
    df1 = pd.DataFrame({"col1": ["a1", "a2", "a3"], 
                       "Values": [1, 2, 3]})
    edited_df1 = st.experimental_data_editor(df1, num_rows="dynamic")
    return df1

def funct2():
    df2 = pd.DataFrame({"col1": ["b1", "b2", "b3"], 
                       "Values": [1, 2, 3]})
    edited_df1 = st.experimental_data_editor(df2, num_rows="dynamic")
    return df2

if  page == "A":
    funct1()
elif page == "B":
    funct2()

What I got (if I remove the added code):

df1
a1  1
a2  2
a3  3

Expected to get:

df1
a1  1
a2  2
a3  3
a4  4
问题回答

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