import json
import pandas as pd

# Load the JSON file
file_path = '../../modules/analyzed_9.json'
with open(file_path, 'r', encoding='utf-8') as file:
    data = json.load(file)

# Process the data into a structured format
reservations = []
for booking in data:
    for guest in booking.get("guests", []):
        reservations.append({
            "Reservation ID": booking.get("id"),
            "Hotel Name": booking.get("hotelName"),
            "Room Number": booking.get("roomNumber"),
            "Room Type": booking.get("roomTypeName"),
            "Check-in": booking.get("from"),
            "Check-out": booking.get("until"),
            "Status": booking.get("checkInStatus"),
            "Price": booking.get("reservationPrice"),
            "Discount": booking.get("discount"),
            "Guest Name": f"{guest.get('lastName', '')} {guest.get('firstName', '')} {guest.get('middleName', '')}".strip(),
            "Guest Birthdate": guest.get("birthDate"),
            "Guest Phone": guest.get("phone"),
            "Guest Email": guest.get("email"),
        })

# Convert to DataFrame for better visualization
df_reservations = pd.DataFrame(reservations)

# Display the structured data
import ace_tools as tools; tools.display_dataframe_to_user(name="Structured Reservations Data", dataframe=df_reservations)