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mcp_servers/data/scenarios/weather_disruption_ord.py
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281
mcp_servers/data/scenarios/weather_disruption_ord.py
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"""Scenario: ORD Thunderstorms — active disruption at Chicago O'Hare.
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Thunderstorm line causing GDP, 4 flights delayed, 1 cancelled.
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Tests FCE multi-flight notifications and Handover weather risk section.
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"""
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from datetime import datetime, timezone
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from mcp_servers.data.models import (
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CrewMember,
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CrewRole,
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DelayCause,
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FlightData,
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FlightStatus,
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MELItem,
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MPStatus,
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Passenger,
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RebookingCase,
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)
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SCENARIO_ID = "weather_disruption_ord"
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SCENARIO_NAME = "ORD Thunderstorms"
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SCENARIO_DESCRIPTION = (
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"Active thunderstorm line at ORD. GDP in effect. "
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"4 delays, 1 cancellation. 47 passengers need rebooking."
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)
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SCENARIO_HUBS = ["ORD"]
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# --- Flights ---
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FLIGHTS: list[FlightData] = [
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# Delayed flights
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FlightData(
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flight_id="UA432",
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origin="ORD", destination="SFO",
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scheduled_departure=datetime(2026, 4, 11, 17, 45, tzinfo=timezone.utc),
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actual_departure=None,
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scheduled_arrival=datetime(2026, 4, 11, 20, 15, tzinfo=timezone.utc),
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actual_arrival=None,
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status=FlightStatus.DELAYED,
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delay_minutes=55,
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delay_cause=DelayCause.WEATHER,
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aircraft_tail="N78501",
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gate="H14",
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inbound_flight="UA219",
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crew_ids=["CR-1001", "CR-1002", "CR-1010", "CR-1011"],
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passenger_count=186,
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),
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FlightData(
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flight_id="UA881",
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origin="ORD", destination="LAX",
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scheduled_departure=datetime(2026, 4, 11, 18, 30, tzinfo=timezone.utc),
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actual_departure=None,
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scheduled_arrival=datetime(2026, 4, 11, 21, 0, tzinfo=timezone.utc),
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actual_arrival=None,
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status=FlightStatus.DELAYED,
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delay_minutes=40,
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delay_cause=DelayCause.WEATHER,
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aircraft_tail="N78502",
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gate="H22",
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crew_ids=["CR-1003", "CR-1004", "CR-1012", "CR-1013"],
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passenger_count=204,
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),
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FlightData(
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flight_id="UA233",
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origin="ORD", destination="DEN",
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scheduled_departure=datetime(2026, 4, 11, 18, 0, tzinfo=timezone.utc),
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actual_departure=None,
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scheduled_arrival=datetime(2026, 4, 11, 19, 45, tzinfo=timezone.utc),
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actual_arrival=None,
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status=FlightStatus.DELAYED,
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delay_minutes=70,
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delay_cause=DelayCause.WEATHER,
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aircraft_tail="N78503",
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gate="C12",
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crew_ids=["CR-1005", "CR-1006", "CR-1014"],
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passenger_count=152,
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),
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FlightData(
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flight_id="UA094",
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origin="ORD", destination="EWR",
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scheduled_departure=datetime(2026, 4, 11, 17, 15, tzinfo=timezone.utc),
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actual_departure=None,
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scheduled_arrival=datetime(2026, 4, 11, 20, 30, tzinfo=timezone.utc),
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actual_arrival=None,
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status=FlightStatus.DELAYED,
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delay_minutes=35,
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delay_cause=DelayCause.WEATHER,
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aircraft_tail="N78504",
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gate="B8",
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crew_ids=["CR-1007", "CR-1008", "CR-1015"],
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passenger_count=178,
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),
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# Cancelled flight
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FlightData(
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flight_id="UA517",
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origin="ORD", destination="IAH",
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scheduled_departure=datetime(2026, 4, 11, 19, 0, tzinfo=timezone.utc),
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actual_departure=None,
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scheduled_arrival=datetime(2026, 4, 11, 21, 30, tzinfo=timezone.utc),
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actual_arrival=None,
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status=FlightStatus.CANCELLED,
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delay_minutes=0,
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delay_cause=DelayCause.WEATHER,
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aircraft_tail="N78505",
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gate="C18",
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crew_ids=["CR-1009", "CR-1016"],
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passenger_count=47,
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),
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# On-time flights (normal ops happening alongside disruption)
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FlightData(
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flight_id="UA1220",
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origin="ORD", destination="IAD",
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scheduled_departure=datetime(2026, 4, 11, 20, 30, tzinfo=timezone.utc),
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actual_departure=None,
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scheduled_arrival=datetime(2026, 4, 11, 23, 15, tzinfo=timezone.utc),
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actual_arrival=None,
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status=FlightStatus.ON_TIME,
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delay_minutes=0,
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delay_cause=None,
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aircraft_tail="N78506",
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gate="B15",
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crew_ids=["CR-1017", "CR-1018"],
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passenger_count=145,
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),
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FlightData(
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flight_id="UA788",
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origin="ORD", destination="SFO",
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scheduled_departure=datetime(2026, 4, 11, 21, 0, tzinfo=timezone.utc),
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actual_departure=None,
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scheduled_arrival=datetime(2026, 4, 11, 23, 30, tzinfo=timezone.utc),
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actual_arrival=None,
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status=FlightStatus.ON_TIME,
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delay_minutes=0,
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delay_cause=None,
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aircraft_tail="N78507",
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gate="H18",
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crew_ids=["CR-1019", "CR-1020"],
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passenger_count=192,
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),
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]
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# --- Crew ---
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CREW: list[CrewMember] = [
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# UA432 crew
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CrewMember(crew_id="CR-1001", name="Capt. Rodriguez", role=CrewRole.CAPTAIN,
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duty_hours_elapsed=10.5, duty_hours_limit=14.0,
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rest_hours_since_last=12.0, next_scheduled_flight="UA432", base_hub="ORD"),
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CrewMember(crew_id="CR-1002", name="FO Chen", role=CrewRole.FIRST_OFFICER,
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duty_hours_elapsed=10.5, duty_hours_limit=14.0,
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rest_hours_since_last=11.0, next_scheduled_flight="UA432", base_hub="ORD"),
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# UA881 crew — captain approaching duty limit
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CrewMember(crew_id="CR-1003", name="Capt. Williams", role=CrewRole.CAPTAIN,
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duty_hours_elapsed=12.25, duty_hours_limit=14.0,
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rest_hours_since_last=10.0, next_scheduled_flight="UA881", base_hub="ORD"),
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CrewMember(crew_id="CR-1004", name="FO Patel", role=CrewRole.FIRST_OFFICER,
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duty_hours_elapsed=9.0, duty_hours_limit=14.0,
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rest_hours_since_last=14.0, next_scheduled_flight="UA881", base_hub="ORD"),
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# UA233 crew
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CrewMember(crew_id="CR-1005", name="Capt. Johnson", role=CrewRole.CAPTAIN,
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duty_hours_elapsed=8.0, duty_hours_limit=14.0,
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rest_hours_since_last=16.0, next_scheduled_flight="UA233", base_hub="ORD"),
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CrewMember(crew_id="CR-1006", name="FO Kim", role=CrewRole.FIRST_OFFICER,
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duty_hours_elapsed=7.5, duty_hours_limit=14.0,
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rest_hours_since_last=15.0, next_scheduled_flight="UA233", base_hub="ORD"),
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# UA094 crew
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CrewMember(crew_id="CR-1007", name="Capt. Davis", role=CrewRole.CAPTAIN,
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duty_hours_elapsed=6.0, duty_hours_limit=14.0,
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rest_hours_since_last=18.0, next_scheduled_flight="UA094", base_hub="ORD"),
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CrewMember(crew_id="CR-1008", name="FO Martinez", role=CrewRole.FIRST_OFFICER,
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duty_hours_elapsed=6.0, duty_hours_limit=14.0,
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rest_hours_since_last=17.0, next_scheduled_flight="UA094", base_hub="ORD"),
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# UA517 crew (cancelled flight — available for reassignment)
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CrewMember(crew_id="CR-1009", name="Capt. Thompson", role=CrewRole.CAPTAIN,
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duty_hours_elapsed=4.0, duty_hours_limit=14.0,
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rest_hours_since_last=20.0, next_scheduled_flight=None, base_hub="ORD"),
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# Flight attendants
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CrewMember(crew_id="CR-1010", name="FA Brooks", role=CrewRole.FA,
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duty_hours_elapsed=10.0, duty_hours_limit=14.0,
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rest_hours_since_last=12.0, next_scheduled_flight="UA432", base_hub="ORD"),
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CrewMember(crew_id="CR-1011", name="FA Lee", role=CrewRole.FA,
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duty_hours_elapsed=10.0, duty_hours_limit=14.0,
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rest_hours_since_last=13.0, next_scheduled_flight="UA432", base_hub="ORD"),
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CrewMember(crew_id="CR-1012", name="FA Garcia", role=CrewRole.FA,
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duty_hours_elapsed=11.5, duty_hours_limit=14.0,
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rest_hours_since_last=10.0, next_scheduled_flight="UA881", base_hub="ORD"),
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# Backup crew
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CrewMember(crew_id="CR-4421", name="Capt. Okafor", role=CrewRole.CAPTAIN,
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duty_hours_elapsed=0.0, duty_hours_limit=14.0,
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rest_hours_since_last=24.0, next_scheduled_flight=None, base_hub="ORD"),
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]
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# --- Crew Notes ---
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CREW_NOTES: dict[str, list[str]] = {
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"UA432": [
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"Ground stop at ORD — thunderstorm line moving NE across field.",
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"Inbound aircraft N78501 on ground, boarding paused at gate H14.",
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"Fresh crew on board, catering complete. Ready to board on release.",
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"Gate hold — no gate change expected per ops.",
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],
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"UA881": [
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"Capt. Williams approaching duty limit — monitor closely.",
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"If departure slips past 22:15 CT, mandatory crew swap required.",
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"Backup crew CR-4421 (Capt. Okafor) on standby, cleared and rested.",
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],
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"UA233": [
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"Extended delay due to weather at ORD and congestion at DEN.",
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"8 connecting passengers with tight connections at DEN — rebooking may be needed.",
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],
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"UA094": [
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"Moderate delay. EWR reporting clear conditions, delay is ORD-side only.",
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],
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"UA517": [
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"CANCELLED — thunderstorm forecast through departure window.",
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"47 passengers need rebooking. 8 Global Services pax — priority handling.",
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"Rebooking options loaded in system — supervisor approval pending.",
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],
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}
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# --- Maintenance ---
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MAINTENANCE: dict[str, list[MELItem]] = {
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"N78501": [
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MELItem(
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mel_id="MEL-ORD-001",
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aircraft_tail="N78501",
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system="WEATHER_RADAR",
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description="Weather radar intermittent — functions normally after reset cycle.",
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restriction=None,
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expires=datetime(2026, 4, 15, 0, 0, tzinfo=timezone.utc),
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),
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],
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}
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# --- Passengers needing rebooking (from cancelled UA517) ---
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REBOOKINGS: list[RebookingCase] = [
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RebookingCase(pax_id="PAX-00341", name="J. Morrison",
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original_flight="UA517", mileage_plus_status=MPStatus.GLOBAL_SERVICES,
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destination="IAH", next_available="UA519", urgency="HIGH"),
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RebookingCase(pax_id="PAX-00342", name="S. Nakamura",
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original_flight="UA517", mileage_plus_status=MPStatus.GLOBAL_SERVICES,
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destination="IAH", next_available="UA519", urgency="HIGH"),
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RebookingCase(pax_id="PAX-00355", name="R. Okonkwo",
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original_flight="UA517", mileage_plus_status=MPStatus.K1,
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destination="IAH", next_available="UA519", urgency="HIGH"),
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RebookingCase(pax_id="PAX-00360", name="M. Fernandez",
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original_flight="UA517", mileage_plus_status=MPStatus.PLATINUM,
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destination="IAH", next_available=None, urgency="MEDIUM"),
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RebookingCase(pax_id="PAX-00371", name="K. Singh",
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original_flight="UA517", mileage_plus_status=MPStatus.GOLD,
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destination="IAH", next_available=None, urgency="MEDIUM"),
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RebookingCase(pax_id="PAX-00380", name="L. Anderson",
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original_flight="UA517", mileage_plus_status=MPStatus.GENERAL,
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destination="IAH", next_available=None, urgency="LOW"),
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]
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# --- Passengers on disrupted flights (sample) ---
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PASSENGERS: list[Passenger] = [
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# UA432 passengers
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Passenger(pax_id="PAX-10001", name="A. Kowalski",
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mileage_plus_status=MPStatus.GLOBAL_SERVICES, flight_id="UA432",
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destination="SFO", connection_flight="UA1892",
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connection_deadline=datetime(2026, 4, 11, 21, 30, tzinfo=timezone.utc)),
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Passenger(pax_id="PAX-10002", name="B. Tanaka",
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mileage_plus_status=MPStatus.K1, flight_id="UA432",
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destination="SFO"),
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Passenger(pax_id="PAX-10003", name="C. Dubois",
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mileage_plus_status=MPStatus.GENERAL, flight_id="UA432",
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destination="SFO", special_needs=["WCHR"]),
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# UA517 passengers (cancelled)
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Passenger(pax_id="PAX-00341", name="J. Morrison",
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mileage_plus_status=MPStatus.GLOBAL_SERVICES, flight_id="UA517",
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destination="IAH"),
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Passenger(pax_id="PAX-00342", name="S. Nakamura",
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mileage_plus_status=MPStatus.GLOBAL_SERVICES, flight_id="UA517",
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destination="IAH"),
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]
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