update app.py

app.py

@@ -4,7 +4,7 @@ import ee
 import os
 import pandas as pd
 import geopandas as gpd
-from datetime import datetime, timedelta
+from datetime import datetime
 import leafmap.foliumap as leafmap
 import time
 import re
@@ -108,16 +108,6 @@ end_date = st.date_input("End Date", value=pd.to_datetime('2020-12-31'))
 start_date_str = start_date.strftime('%Y-%m-%d')
 end_date_str = end_date.strftime('%Y-%m-%d')
 
-# Frequency selection
-frequency = st.selectbox("Select Frequency for Date Incrementation", 
-                         ["Daily", "Weekly", "Monthly", "Yearly", "Custom Number of Days"])
-
-# Custom days input if "Custom Number of Days" is selected
-if frequency == "Custom Number of Days":
-    custom_days = st.number_input("Enter number of days", min_value=1, value=1)
-else:
-    custom_days = None  # Default to None when custom days aren't required
-
 # Initialize session state for storing results if not already done
 if 'results' not in st.session_state:
     st.session_state.results = []
@@ -183,7 +173,7 @@ def calculate_custom_formula(image, geometry, formula):
     )
     return result.get('Custom Index')
 
-# Process each point for index calculation
+# Process each point
 if file_upload:
     locations_df = None  # Initialize locations_df to None
     polygons_df = None   # Initialize polygons_df to None
@@ -234,13 +224,7 @@ if file_upload:
         # Store the map in session_state
         st.session_state.map_data = m
 
-            
-    # Loop through the selected frequency and increment the date
-    while start_date <= end_date:
-        start_date_str = start_date.strftime('%Y-%m-%d')
-        
-    # Store results with dates for aggregation
-    results_with_dates = []
+    # Process each point for index calculation
     for idx, row in locations_df.iterrows():
         latitude = row['latitude']
         longitude = row['longitude']
@@ -281,28 +265,16 @@ if file_upload:
                 result = calculate_custom_formula(image, roi, custom_formula)
 
             if result is not None:
+                # Only store the numeric value (not the dictionary structure)
                 calculated_value = result.getInfo()  # Get the numeric value
 
-                # Add the date and calculated value to the results list
+                # Store the result in session state
                 st.session_state.results.append({
                     'Location Name': location_name,
                     'Latitude': latitude,
                     'Longitude': longitude,
-                    'Date': date,
                     'Calculated Value': calculated_value
                 })
-        
-        # Increment the current date based on the selected frequency
-        if frequency == "Daily":
-            current_date += timedelta(days=1)
-        elif frequency == "Weekly":
-            current_date += timedelta(weeks=1)
-        elif frequency == "Monthly":
-            current_date += timedelta(days=30)  # Approximation
-        elif frequency == "Yearly":
-            current_date += timedelta(days=365)  # Approximation
-        elif frequency == "Custom Number of Days" and custom_days is not None:
-            current_date += timedelta(days=custom_days)
 
 # After processing, show the results
 if st.session_state.results: