Update app.py

app.py

@@ -1,7 +1,25 @@
 import gradio as gr
+from datetime import date
+
+def generate_week_choices(year=2022):
+    week_choices = []
+    # Generate choices for weeks 1 to 52 (using ISO week dates)
+    for week in range(1, 53):
+        try:
+            week_start = date.fromisocalendar(year, week, 1)
+            week_end = date.fromisocalendar(year, week, 7)
+            week_str = f"Week {week} ({week_start.strftime('%b %d')} - {week_end.strftime('%b %d')})"
+            week_choices.append(week_str)
+        except ValueError:
+            # If the week number is invalid for the given year, skip it.
+            continue
+    return week_choices
+
+# Generate week choices for the default year 2022
+week_choices = generate_week_choices(2022)
 
 def dummy_function(*args):
-    # This dummy function does nothing and is only used for UI display.
+    # Dummy function for UI display only.
     return "This is a UI display only. No computation performed."
 
 # Define Gradio interface with updated inputs
@@ -20,7 +38,7 @@ iface = gr.Interface(
          gr.Dropdown(choices=list(range(1, 31)), label='Unit (e.g., A=1, B=2, C=3, ...)'),
          gr.Slider(minimum=137, maximum=5000, step=1, label='Area (in sq. feet)'),
          gr.Dropdown(choices=list(range(2022, 2024)), label='Year'),
-         gr.Dropdown(choices=list(range(1, 53)), label='Week Number')
+         gr.Dropdown(choices=week_choices, label='Week Number and Date Period')
     ],
     outputs=gr.Textbox(label='Output'),
     title="PROPERTY PRICE PREDICTION TOOL UI DISPLAY",