There is an error message (KeyError: '') for line 25,26 when the text inputs are empty but I can't manage to get rid of it. I want the variables Vec1 and Vec2 to be stored only when there exists a text input for both widgets. To run the code, you can load any xlsx table, like this one:
Var1 | Var2 |
---|---|
5 | 7 |
6 | 8 |
Here is my code
import numpy as np
import pandas as pd
import streamlit as st
st.set_page_config(layout="wide")
#Import file
xlsx_file = st.sidebar.file_uploader('Import File', type = 'xlsx')
#Select Variables of interest
Vec1Name = st.sidebar.text_input("First Variable Name")
Vec2Name = st.sidebar.text_input("Second Variable Name")
st.title('Data')
col1, col2 = st.columns((3,1))
if xlsx_file is not None:
df = pd.read_excel(xlsx_file)
col1.write(''' #### Dataframe''')
col1.write(df)
if all(var is not None for var in [Vec1Name, Vec2Name]):
#Store Variables
Vec1 = df[str(Vec1Name)]
Vec2 = df[str(Vec2Name)]
#Variables of Interest
col2.write(''' #### Variables of Interest''')
col2.write(df[[str(Vec1Name),str(Vec2Name)]])
Thank you for your help!
CodePudding user response:
The error you're facing is because the text_input can not be found within df. If you know already that you want the input to be amongst the columns, why not use st.selectbox instead, and specify df.columns as options? Let me know if that code works better:
import numpy as np
import pandas as pd
import streamlit as st
st.set_page_config(layout="wide")
#Import file
xlsx_file = st.sidebar.file_uploader('Import File', type = 'xlsx')
st.title('Data')
col1, col2 = st.columns((3,1))
if xlsx_file is not None:
df = pd.read_excel(xlsx_file)
#Select Variables of interest
Vec1Name = st.sidebar.selectbox("First Variable Name", df.columns)
Vec2Name = st.sidebar.selectbox("Second Variable Name", df.columns)
col1.write(''' #### Dataframe''')
col1.write(df)
#Store Variables
Vec1 = df[str(Vec1Name)]
Vec2 = df[str(Vec2Name)]
#Variables of Interest
col2.write(''' #### Variables of Interest''')
col2.write(df[[str(Vec1Name),str(Vec2Name)]])