import pandas as pd from pandas import DataFrame from typing import Optional from annotation.src.utils import extract_before_parenthesis class Flights: def __init__(self, path="../database/flights/clean_Flights_2022.csv"): self.path = path self.data = None self.data = pd.read_csv(self.path).dropna()[['Flight Number', 'Price', 'DepTime', 'ArrTime', 'ActualElapsedTime','FlightDate','OriginCityName','DestCityName','Distance']] print("Flights API loaded.") def load_db(self): self.data = pd.read_csv(self.path).dropna().rename(columns={'Unnamed: 0': 'Flight Number'}) def run(self, origin: str, destination: str, departure_date: str, ) -> DataFrame: """Search for flights by origin, destination, and departure date.""" results = self.data[self.data["OriginCityName"] == origin] results = results[results["DestCityName"] == destination] results = results[results["FlightDate"] == departure_date] # if order == "ascPrice": # results = results.sort_values(by=["Price"], ascending=True) # elif order == "descPrice": # results = results.sort_values(by=["Price"], ascending=False) # elif order == "ascDepTime": # results = results.sort_values(by=["DepTime"], ascending=True) # elif order == "descDepTime": # results = results.sort_values(by=["DepTime"], ascending=False) # elif order == "ascArrTime": # results = results.sort_values(by=["ArrTime"], ascending=True) # elif order == "descArrTime": # results = results.sort_values(by=["ArrTime"], ascending=False) if len(results) == 0: return "There is no flight from {} to {} on {}.".format(origin, destination, departure_date) return results def run_for_annotation(self, origin: str, destination: str, departure_date: str, ) -> DataFrame: """Search for flights by origin, destination, and departure date.""" results = self.data[self.data["OriginCityName"] == extract_before_parenthesis(origin)] results = results[results["DestCityName"] == extract_before_parenthesis(destination)] results = results[results["FlightDate"] == departure_date] # if order == "ascPrice": # results = results.sort_values(by=["Price"], ascending=True) # elif order == "descPrice": # results = results.sort_values(by=["Price"], ascending=False) # elif order == "ascDepTime": # results = results.sort_values(by=["DepTime"], ascending=True) # elif order == "descDepTime": # results = results.sort_values(by=["DepTime"], ascending=False) # elif order == "ascArrTime": # results = results.sort_values(by=["ArrTime"], ascending=True) # elif order == "descArrTime": # results = results.sort_values(by=["ArrTime"], ascending=False) return results def get_city_set(self): city_set = set() for unit in self.data['data']: city_set.add(unit[5]) city_set.add(unit[6])