"""Toolkit for the airline reservation system."""

from copy import deepcopy
from typing import List, Optional

from loguru import logger

from murmur.domains.airline.data_model import (
    AirportCode,
    AirportInfo,
    CabinClass,
    Certificate,
    DirectFlight,
    Flight,
    FlightDateStatus,
    FlightDateStatusAvailable,
    FlightDB,
    FlightInfo,
    FlightType,
    Insurance,
    Passenger,
    Payment,
    Reservation,
    ReservationFlight,
    User,
)
from murmur.environment.toolkit import ToolKitBase, ToolType, is_tool

# TODO: Add an abstract base class for the tools


class AirlineTools(ToolKitBase):  # Tools
    """All the tools for the airline domain."""

    db: FlightDB

    def __init__(self, db: FlightDB) -> None:
        super().__init__(db)

    def _get_user(self, user_id: str) -> User:
        """Get user from database."""
        if user_id not in self.db.users:
            raise ValueError(f"User {user_id} not found")
        return self.db.users[user_id]

    def _get_reservation(self, reservation_id: str) -> Reservation:
        """Get reservation from database."""
        if reservation_id not in self.db.reservations:
            raise ValueError(f"Reservation {reservation_id} not found")
        return self.db.reservations[reservation_id]

    def _get_flight(self, flight_number: str) -> Flight:
        """Get flight from database."""
        if flight_number not in self.db.flights:
            raise ValueError(f"Flight {flight_number} not found")
        return self.db.flights[flight_number]

    def _get_flight_instance(self, flight_number: str, date: str) -> FlightDateStatus:
        """Get flight instance from database."""
        flight = self._get_flight(flight_number)
        if date not in flight.dates:
            raise ValueError(f"Flight {flight_number} not found on date {date}")
        return flight.dates[date]

    def _get_flights_from_flight_infos(
        self, flight_infos: List[FlightInfo]
    ) -> list[FlightDateStatus]:
        """Get the flight from the reservation."""
        flights = []
        for flight_info in flight_infos:
            flights.append(
                self._get_flight_instance(flight_info.flight_number, flight_info.date)
            )
        return flights

    def _get_new_reservation_id(self) -> str:
        """Get a new reservation id.
        Assume each task makes at most 3 reservations

        Returns:
            A new reservation id.

        Raises:
            ValueError: If too many reservations are made.
        """
        for reservation_id in ["HATHAP", "HATHAS", "HATHAT", "HATHAU", "HATHAV", "HATHAW", "HATHAX", "HATHAY", "HATHAZ", "HATHBA", "HATHBB", "HATHBC", "HATHBD", "HATHBE", "HATHBF", "HATHBG", "HATHBH", "HATHBI", "HATHBJ", "HATHBK", "HATHBL", "HATHBM", "HATHBN", "HATHBO", "HATHBP", "HATHBQ", "HATHBR", "HATHBS", "HATHBT", "HATHBU", "HATHBV", "HATHBW", "HATHBX", "HATHBY", "HATHBZ"]:
            if reservation_id not in self.db.reservations:
                return reservation_id
        raise ValueError("Too many reservations")

    def _get_new_payment_id(self) -> str:
        """Get a new payment id.
        Assume each task makes at most 3 payments

        Returns:
            A new payment id.
        """
        return [3221322, 3221323, 3221324, 3221325, 3221326, 3221327, 3221328, 3221329, 3221330, 3221331, 3221332, 3221333, 3221334, 3221335, 3221336, 3221337, 3221338, 3221339, 3221340]

    def _get_datetime(self) -> str:
        """Get the current datetime."""
        return "2024-05-15T15:00:00"

    def _search_direct_flight(
        self,
        date: str,
        origin: Optional[str] = None,
        destination: Optional[str] = None,
        leave_after: Optional[str] = None,
    ) -> list[DirectFlight]:
        """Search for direct flights

        Args:
            date: The date of the flight in the format 'YYYY-MM-DD', such as '2024-01-01'.
            origin: The origin city airport in three letters, such as 'JFK'.
            destination: The destination city airport in three letters, such as 'LAX'.
            leave_after: The time to leave after the flight, such as '15:00:00'.
        """
        results = []
        for flight in self.db.flights.values():
            check = (
                (origin is None or flight.origin == origin)
                and (destination is None or flight.destination == destination)
                and (date in flight.dates)
                and (flight.dates[date].status == "available")
                and (
                    leave_after is None
                    or flight.scheduled_departure_time_est >= leave_after
                )
            )
            if check:
                direct_flight = DirectFlight(
                    flight_number=flight.flight_number,
                    origin=flight.origin,
                    destination=flight.destination,
                    status="available",
                    scheduled_departure_time_est=flight.scheduled_departure_time_est,
                    scheduled_arrival_time_est=flight.scheduled_arrival_time_est,
                    available_seats=flight.dates[date].available_seats,
                    prices=flight.dates[date].prices,
                )
                results.append(direct_flight)
        return results

    def _payment_for_update(
        self, user: User, payment_id: str, total_price: int
    ) -> Optional[Payment]:
        """
        Process payment for update reservation

        Args:
            user: The user to process payment for.
            payment_id: The payment id to process.
            total_price: The total price to process.
            reservation: The reservation to process payment for.

        Raises:
            ValueError: If the payment method is not found.
            ValueError: If the certificate is used to update reservation.
            ValueError: If the gift card balance is not enough.
        """
        # Check payment
        if payment_id not in user.payment_methods:
            raise ValueError("Payment method not found")
        payment_method = user.payment_methods[payment_id]
        if payment_method.source == "certificate":
            raise ValueError("Certificate cannot be used to update reservation")
        elif (
            payment_method.source == "gift_card" and payment_method.amount < total_price
        ):
            raise ValueError("Gift card balance is not enough")

        # Deduct payment
        if payment_method.source == "gift_card":
            payment_method.amount -= total_price

        payment = None
        # Create payment if total price is not 0
        if total_price != 0:
            payment = Payment(
                payment_id=payment_id,
                amount=total_price,
            )
        return payment

    @is_tool(ToolType.WRITE)
    def book_reservation(
        self,
        user_id: str,
        origin: str,
        destination: str,
        flight_type: FlightType,
        cabin: CabinClass,
        flights: List[FlightInfo | dict],
        passengers: List[Passenger | dict],
        payment_methods: List[Payment | dict],
        total_baggages: int,
        nonfree_baggages: int,
        insurance: Insurance,
    ) -> Reservation:
        """
        Book a reservation.

        Args:
            user_id: The ID of the user to book the reservation such as 'sara_doe_496'`.
            origin: The IATA code for the origin city such as 'SFO'.
            destination: The IATA code for the destination city such as 'JFK'.
            flight_type: The type of flight such as 'one_way' or 'round_trip'.
            cabin: The cabin class such as 'basic_economy', 'economy', or 'business'.
            flights: An array of objects containing details about each piece of flight.
            passengers: An array of objects containing details about each passenger.
            payment_methods: An array of objects containing details about each payment method.
            total_baggages: The total number of baggage items to book the reservation.
            nonfree_baggages: The number of non-free baggage items to book the reservation.
            insurance: Whether the reservation has insurance.
        """
        if all(isinstance(flight, dict) for flight in flights):
            flights = [FlightInfo(**flight) for flight in flights]
        if all(isinstance(passenger, dict) for passenger in passengers):
            passengers = [Passenger(**passenger) for passenger in passengers]
        if all(isinstance(payment_method, dict) for payment_method in payment_methods):
            payment_methods = [
                Payment(**payment_method) for payment_method in payment_methods
            ]
        user = self._get_user(user_id)
        reservation_id = self._get_new_reservation_id()

        reservation = Reservation(
            reservation_id=reservation_id,
            user_id=user_id,
            origin=origin,
            destination=destination,
            flight_type=flight_type,
            cabin=cabin,
            flights=[],
            passengers=deepcopy(passengers),
            payment_history=deepcopy(payment_methods),
            created_at=self._get_datetime(),
            total_baggages=total_baggages,
            nonfree_baggages=nonfree_baggages,
            insurance=insurance,
        )

        # Update flights and calculate price
        total_price = 0
        all_flights_date_data: list[FlightDateStatusAvailable] = []

        for flight_info in flights:
            flight_number = flight_info.flight_number
            flight = self._get_flight(flight_number)
            flight_date_data = self._get_flight_instance(
                flight_number=flight_number, date=flight_info.date
            )
            # Checking flight availability
            if not isinstance(flight_date_data, FlightDateStatusAvailable):
                raise ValueError(
                    f"Flight {flight_number} not available on date {flight_info.date}"
                )
            # Checking seat availability
            if flight_date_data.available_seats[cabin] < len(passengers):
                raise ValueError(f"Not enough seats on flight {flight_number}")
            # Calculate price
            price = flight_date_data.prices[cabin]
            # Update reservation
            reservation.flights.append(
                ReservationFlight(
                    origin=flight.origin,
                    destination=flight.destination,
                    flight_number=flight_number,
                    date=flight_info.date,
                    price=price,
                )
            )
            all_flights_date_data.append(flight_date_data)
            total_price += price * len(passengers)

        # Add insurance fee
        if insurance == "yes":
            total_price += 30 * len(passengers)

        # Add baggage fee
        total_price += 50 * nonfree_baggages

        for payment_method in payment_methods:
            payment_id = payment_method.payment_id
            amount = payment_method.amount
            if payment_id not in user.payment_methods:
                raise ValueError(f"Payment method {payment_id} not found")

            user_payment_method = user.payment_methods[payment_id]
            if user_payment_method.source in {"gift_card", "certificate"}:
                if user_payment_method.amount < amount:
                    raise ValueError(
                        f"Not enough balance in payment method {payment_id}"
                    )

        total_payment = sum(payment.amount for payment in payment_methods)
        if total_payment != total_price:
            raise ValueError(
                f"Payment amount does not add up, total price is {total_price}, but paid {total_payment}"
            )

        # if checks pass, deduct payment
        for payment_method in payment_methods:
            payment_id = payment_method.payment_id
            amount = payment_method.amount
            user_payment_method = user.payment_methods[payment_id]
            if user_payment_method.source == "gift_card":
                user_payment_method.amount -= amount
            elif user_payment_method.source == "certificate":
                user.payment_methods.pop(payment_id)

        # Update DB
        for flight_date_data in all_flights_date_data:
            flight_date_data.available_seats[cabin] -= len(passengers)
        self.db.reservations[reservation_id] = reservation
        self.db.users[user_id].reservations.append(reservation_id)
        return reservation

    @is_tool(ToolType.GENERIC)
    def calculate(self, expression: str) -> str:
        """
        Calculate the result of a mathematical expression.

        Args:
            expression: The mathematical expression to calculate, such as '2 + 2'. The expression can contain numbers, operators (+, -, *, /), parentheses, and spaces.

        Returns:
            The result of the mathematical expression.

        Raises:
            ValueError: If the expression is invalid.
        """
        if not all(char in "0123456789+-*/(). " for char in expression):
            raise ValueError("Invalid characters in expression")
        return str(round(float(eval(expression, {"__builtins__": None}, {})), 2))

    @is_tool(ToolType.WRITE)
    def cancel_reservation(self, reservation_id: str) -> Reservation:
        """
        Cancel the whole reservation.

        Args:
            reservation_id: The reservation ID, such as 'ZFA04Y'.

        Returns:
            The updated reservation.

        Raises:
            ValueError: If the reservation is not found.
        """
        reservation = self._get_reservation(reservation_id)
        logger.debug(reservation.model_dump_json(indent=4))
        # reverse the payment
        refunds = []
        for payment in reservation.payment_history:
            refunds.append(
                Payment(
                    payment_id=payment.payment_id,
                    amount=-payment.amount,
                )
            )
        reservation.payment_history.extend(refunds)
        reservation.status = "cancelled"
        logger.debug(self._get_reservation(reservation_id).model_dump_json(indent=4))
        # Release seats
        logger.warning("Seats release not implemented for cancellation!!!")
        return reservation

    @is_tool(ToolType.READ)
    def get_reservation_details(self, reservation_id: str) -> Reservation:
        """
        Get the details of a reservation.

        Args:
            reservation_id: The reservation ID, such as '8JX2WO'.

        Returns:
            The reservation details.

        Raises:
            ValueError: If the reservation is not found.
        """
        return self._get_reservation(reservation_id)

    @is_tool(ToolType.READ)
    def get_user_details(self, user_id: str) -> User:
        """
        Get the details of a user, including their reservations.

        Args:
            user_id: The user ID, such as 'sara_doe_496'.

        Returns:
            The user details.

        Raises:
            ValueError: If the user is not found.
        """
        return self._get_user(user_id)

    @is_tool(ToolType.READ)
    def list_all_airports(self) -> AirportInfo:  # DONE
        """Returns a list of all available airports.

        Returns:
            A dictionary mapping IATA codes to AirportInfo objects.
        """
        return [
            AirportCode(iata="SFO", city="San Francisco"),
            AirportCode(iata="JFK", city="New York"),
            AirportCode(iata="LAX", city="Los Angeles"),
            AirportCode(iata="ORD", city="Chicago"),
            AirportCode(iata="DFW", city="Dallas"),
            AirportCode(iata="DEN", city="Denver"),
            AirportCode(iata="SEA", city="Seattle"),
            AirportCode(iata="ATL", city="Atlanta"),
            AirportCode(iata="MIA", city="Miami"),
            AirportCode(iata="BOS", city="Boston"),
            AirportCode(iata="PHX", city="Phoenix"),
            AirportCode(iata="IAH", city="Houston"),
            AirportCode(iata="LAS", city="Las Vegas"),
            AirportCode(iata="MCO", city="Orlando"),
            AirportCode(iata="EWR", city="Newark"),
            AirportCode(iata="CLT", city="Charlotte"),
            AirportCode(iata="MSP", city="Minneapolis"),
            AirportCode(iata="DTW", city="Detroit"),
            AirportCode(iata="PHL", city="Philadelphia"),
            AirportCode(iata="LGA", city="LaGuardia"),
        ]

    @is_tool(ToolType.READ)
    def search_direct_flight(
        self, origin: str, destination: str, date: str
    ) -> list[DirectFlight]:
        """
        Search for direct flights between two cities on a specific date.

        Args:
            origin: The origin city airport in three letters, such as 'JFK'.
            destination: The destination city airport in three letters, such as 'LAX'.
            date: The date of the flight in the format 'YYYY-MM-DD', such as '2024-01-01'.

        Returns:
            The direct flights between the two cities on the specific date.
        """
        return self._search_direct_flight(
            date=date, origin=origin, destination=destination
        )

    @is_tool(ToolType.READ)
    def search_onestop_flight(
        self, origin: str, destination: str, date: str
    ) -> list[tuple[DirectFlight, DirectFlight]]:
        """
        Search for one-stop flights between two cities on a specific date.

        Args:
            origin: The origin city airport in three letters, such as 'JFK'.
            destination: The destination city airport in three letters, such as 'LAX'.
            date: The date of the flight in the format 'YYYY-MM-DD', such as '2024-05-01'.

        Returns:
            A list of pairs of DirectFlight objects.
        """
        results = []
        for result1 in self._search_direct_flight(
            date=date, origin=origin, destination=None
        ):
            result1.date = date
            date2 = (
                f"2024-05-{int(date[-2:]) + 1}"
                if "+1" in result1.scheduled_arrival_time_est
                else date
            )
            # TODO: flight1.scheduled_arrival_time_est could have a +1?
            for result2 in self._search_direct_flight(
                date=date2,
                origin=result1.destination,
                destination=destination,
                leave_after=result1.scheduled_arrival_time_est,
            ):
                result2.date = date2
                results.append([result1, result2])
        return results

    @is_tool(ToolType.WRITE)
    def send_certificate(self, user_id: str, amount: int) -> str:
        """
        Send a certificate to a user. Be careful!

        Args:
            user_id: The ID of the user to book the reservation, such as 'sara_doe_496'.
            amount: The amount of the certificate to send.

        Returns:
            A message indicating the certificate was sent.

        Raises:
            ValueError: If the user is not found.
        """
        user = self._get_user(user_id)

        # add a certificate, assume at most 3 cases per task
        for payment_id in [f"certificate_{id}" for id in self._get_new_payment_id()]:
            if payment_id not in user.payment_methods:
                new_payment = Certificate(
                    id=payment_id,
                    amount=amount,
                    source="certificate",
                )
                user.payment_methods[payment_id] = new_payment
                return f"Certificate {payment_id} added to user {user_id} with amount {amount}."
        raise ValueError("Too many certificates")

    # @is_tool(ToolType.THINK)
    # def think(self, thought: str) -> str:
    #     """
    #     Use the tool to think about something.
    #     It will not obtain new information or change the database, but just append the thought to the log.
    #     Use it when complex reasoning or some cache memory is needed.

    #     Args:
    #         thought: A thought to think about.

    #     Returns:
    #         Empty string
    #     """
    #     return ""

    @is_tool(ToolType.GENERIC)
    def transfer_to_human_agents(self, summary: str) -> str:
        """
        Transfer the user to a human agent, with a summary of the user's issue.
        Only transfer if
         -  the user explicitly asks for a human agent
         -  given the policy and the available tools, you cannot solve the user's issue.

        Args:
            summary: A summary of the user's issue.

        Returns:
            A message indicating the user has been transferred to a human agent.
        """
        return "Transfer successful"

    @is_tool(ToolType.WRITE)
    def update_reservation_baggages(
        self,
        reservation_id: str,
        total_baggages: int,
        nonfree_baggages: int,
        payment_id: str,
    ) -> Reservation:
        """
        Update the baggage information of a reservation.

        Args:
            reservation_id: The reservation ID, such as 'ZFA04Y'
            total_baggages: The updated total number of baggage items included in the reservation.
            nonfree_baggages: The updated number of non-free baggage items included in the reservation.
            payment_id: The payment id stored in user profile, such as 'credit_card_7815826', 'gift_card_7815826', 'certificate_7815826'.

        Returns:
            The updated reservation.

        Raises:
            ValueError: If the reservation is not found.
            ValueError: If the user is not found.
            ValueError: If the payment method is not found.
            ValueError: If the certificate cannot be used to update reservation.
            ValueError: If the gift card balance is not enough.
        """
        reservation = self._get_reservation(reservation_id)
        user = self._get_user(reservation.user_id)

        # Calculate price
        total_price = 50 * max(0, nonfree_baggages - reservation.nonfree_baggages)

        # Create payment
        payment = self._payment_for_update(user, payment_id, total_price)
        if payment is not None:
            reservation.payment_history.append(payment)

        # Update reservation
        reservation.total_baggages = total_baggages
        reservation.nonfree_baggages = nonfree_baggages

        return reservation

    @is_tool(ToolType.WRITE)
    def update_reservation_flights(
        self,
        reservation_id: str,
        cabin: CabinClass,
        flights: List[FlightInfo | dict],
        payment_id: str,
    ) -> Reservation:
        """
        Update the flight information of a reservation.


        Args:
            reservation_id: The reservation ID, such as 'ZFA04Y'.
            cabin: The cabin class of the reservation
            flights: An array of objects containing details about each piece of flight in the ENTIRE new reservation. Even if the a flight segment is not changed, it should still be included in the array.
            payment_id: The payment id stored in user profile, such as 'credit_card_7815826', 'gift_card_7815826', 'certificate_7815826'.

        Returns:
            The updated reservation.

        Raises:
            ValueError: If the reservation is not found.
            ValueError: If the user is not found.
            ValueError: If the payment method is not found.
            ValueError: If the certificate cannot be used to update reservation.
            ValueError: If the gift card balance is not enough.
        """
        if all(isinstance(flight, dict) for flight in flights):
            flights = [FlightInfo(**flight) for flight in flights]
        reservation = self._get_reservation(reservation_id)
        user = self._get_user(reservation.user_id)

        # update flights and calculate price
        total_price = 0
        reservation_flights = []
        for flight_info in flights:
            # if existing flight, keep it
            matching_reservation_flight = next(
                (
                    reservation_flight
                    for reservation_flight in reservation.flights
                    if reservation_flight.flight_number == flight_info.flight_number
                    and reservation_flight.date == flight_info.date
                    and cabin == reservation.cabin
                ),
                None,
            )
            if matching_reservation_flight:
                total_price += matching_reservation_flight.price * len(
                    reservation.passengers
                )
                reservation_flights.append(matching_reservation_flight)
                continue

            # If new flight:
            flight = self._get_flight(flight_info.flight_number)
            # Check flight availability
            flight_date_data = self._get_flight_instance(
                flight_number=flight_info.flight_number,
                date=flight_info.date,
            )
            if not isinstance(flight_date_data, FlightDateStatusAvailable):
                raise ValueError(
                    f"Flight {flight_info.flight_number} not available on date {flight_info.date}"
                )

            # Check seat availability
            if flight_date_data.available_seats[cabin] < len(reservation.passengers):
                raise ValueError(
                    f"Not enough seats on flight {flight_info.flight_number}"
                )

            # Calculate price and add to reservation
            reservation_flight = ReservationFlight(
                flight_number=flight_info.flight_number,
                date=flight_info.date,
                price=flight_date_data.prices[cabin],
                origin=flight.origin,
                destination=flight.destination,
            )
            total_price += reservation_flight.price * len(reservation.passengers)
            reservation_flights.append(reservation_flight)

        # Deduct amount already paid for reservation
        total_price -= sum(flight.price for flight in reservation.flights) * len(
            reservation.passengers
        )

        # Create payment
        payment = self._payment_for_update(user, payment_id, total_price)
        if payment is not None:
            reservation.payment_history.append(payment)

        # Update reservation
        reservation.flights = reservation_flights
        reservation.cabin = cabin

        # Do not make flight database update here, assume it takes time to be updated # TODO: So this means that we don't update the seats here. What about in cancel_reservation?
        return reservation

    @is_tool(ToolType.WRITE)
    def update_reservation_passengers(
        self, reservation_id: str, passengers: List[Passenger | dict]
    ) -> Reservation:
        """
        Update the passenger information of a reservation.

        Args:
            reservation_id: The reservation ID, such as 'ZFA04Y'.
            passengers: An array of objects containing details about each passenger.

        Returns:
            The updated reservation.

        Raises:
            ValueError: If the reservation is not found.
            ValueError: If the number of passengers does not match.
        """
        if all(isinstance(passenger, dict) for passenger in passengers):
            passengers = [Passenger(**passenger) for passenger in passengers]
        reservation = self._get_reservation(reservation_id)
        logger.info(len(passengers))
        logger.info(len(reservation.passengers))
        if len(passengers) != len(reservation.passengers):
            raise ValueError("Number of passengers does not match")
        reservation.passengers = deepcopy(passengers)
        return reservation

    @is_tool(ToolType.READ)
    def get_flight_status(self, flight_number: str, date: str) -> str:
        """
        Get the status of a flight.

        Args:
            flight_number: The flight number.
            date: The date of the flight.

        Returns:
            The status of the flight.

        Raises:
            ValueError: If the flight is not found.
        """
        return self._get_flight_instance(flight_number, date).status


if __name__ == "__main__":
    from murmur.domains.airline.utils import AIRLINE_DB_PATH

    airline = AirlineTools(FlightDB.load(AIRLINE_DB_PATH))
    print(airline.get_statistics())
