SR05 commited on
Commit
aa0cd67
·
verified ·
1 Parent(s): 21a5451

Create dataframe.py

Browse files
Files changed (1) hide show
  1. dataframe.py +27 -0
dataframe.py ADDED
@@ -0,0 +1,27 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import pandas as pd
2
+ import streamlit as st
3
+
4
+ def process_dataframe(ods_file):
5
+ try:
6
+ # Read the .ods file into a DataFrame
7
+ df = pd.read_excel(ods_file, engine='odf')
8
+
9
+ # Clean up unnecessary columns and rows
10
+ df.drop(columns=["Unnamed: 0", "Unnamed: 1"], inplace=True, errors='ignore')
11
+ df.dropna(how='all', inplace=True)
12
+ df.reset_index(drop=True, inplace=True)
13
+
14
+ # Identify and set the header row
15
+ for idx, row in df.iterrows():
16
+ if row['Unnamed: 2'] == 'Application Number' and row['Unnamed: 3'] == 'Decision':
17
+ df.columns = ['Application Number', 'Decision']
18
+ df = df.iloc[idx + 1:]
19
+ break
20
+
21
+ # Convert application numbers to strings
22
+ df.reset_index(drop=True, inplace=True)
23
+ df['Application Number'] = df['Application Number'].astype(str)
24
+ return df
25
+ except Exception as e:
26
+ st.error(f"Error processing the data: {e}")
27
+ return pd.DataFrame() # Return an empty DataFrame on failure