Files
Flights/FlightsTests/DelayCascadePredictorTests.swift
Trey T ba0688a412 Search: FlightAware backbone, blob catalog, diagnostic infra
route-explorer's /api/token sits behind invisible Cloudflare Turnstile
that requires Apple's Private Access Token attestation. Third-party
iOS apps don't qualify for PAT issuance, and Linux Docker containers
can't pass it either (cross-OS fingerprint, even with patchright /
Camoufox). Migrates direct-flight search to FlightAware; multi-stop
and where-can-I-go remain via embedded SFSafariViewController.

- FlightAwareScheduleClient — scrapes route.rvt + trackpoll JSON for
  real schedules without auth. T+0..2 day window. Tests against
  captured HTML fixtures.
- BlobRouteClient — pulls the public Vercel blob route catalog
  route-explorer's frontend reads (no auth, no Turnstile).
- DiagnosticLogger + LoggingURLSessionDelegate + DiagnosticsView —
  device-shareable forensic trace. Boot header captures device, OS,
  locale, UA; share-sheet export of session logs.
- TurnstileDebugView — live WKWebView gate inspector. Used to prove
  the PAT-entitlement gap on a real device.
- RouteExplorerBrowserView — SFSafariViewController wrapper. Real
  Safari clears Turnstile naturally; the in-app browser opens at
  pre-filled search URLs. Surfaced from Search ("Open in
  route-explorer") and Settings → Tools.
- RouteExplorerTokenStore + RouteExplorerSetupView — bookmarklet
  capture flow (token round-tripped via flights://routeexplorer-token
  URL scheme). Kept dormant for future use.

backend/ — Docker proxy attempts (Playwright, patchright, Camoufox).
All fail on Linux because Cloudflare auto-denies before the Turnstile
widget renders. Documented; kept as scaffolding for a future paid-
solver integration.

scripts/probe_flightaware.py — reference algorithm for the FA path.
scripts/probe_nodriver.py — local-Mac sanity check confirming the
gate clears with real macOS Chrome (proves the blocker is
fingerprint-level, not network-level).
2026-06-06 01:09:59 -05:00

246 lines
9.3 KiB
Swift

import XCTest
@testable import Flights
// MARK: - Test Doubles
//
// Phase 3 wired the production `AircraftRotationProvider` protocol in
// `Services/DelayCascadePredictor.swift`, so we just consume it here
// rather than re-declaring it.
/// Stub rotation provider: returns whatever segments the test handed in,
/// regardless of which icao24 / lookback is queried.
actor MockRotationProvider: AircraftRotationProvider {
private let segments: [AircraftRotationTracker.RotationSegment]
init(segments: [AircraftRotationTracker.RotationSegment]) {
self.segments = segments
}
func rotation(forICAO24: String, lookbackHours: Int) async -> [AircraftRotationTracker.RotationSegment] {
return segments
}
}
final class DelayCascadePredictorTests: XCTestCase {
// Fixed reference point every test offsets from here so absolute
// wall-clock time doesn't matter.
private let scheduledDeparture = Date(timeIntervalSince1970: 1_750_000_000)
private let departureICAO = "KJFK"
private let carrier = "DL"
private let flightNumber = 1234
// MARK: - Test 1: missing operating aircraft
func test_nilOperatingICAO24_returnsNil() async {
let provider = MockRotationProvider(segments: [
segment(arrivalICAO: "KJFK", arrivalOffsetMin: 60)
])
let predictor = DelayCascadePredictor(tracker: provider)
let result = await predictor.predict(
carrier: carrier,
flightNumber: flightNumber,
scheduledDeparture: scheduledDeparture,
departureICAO: departureICAO,
operatingICAO24: nil
)
XCTAssertNil(result, "No tail assigned → no cascade prediction.")
}
func test_emptyOperatingICAO24_returnsNil() async {
let provider = MockRotationProvider(segments: [
segment(arrivalICAO: "KJFK", arrivalOffsetMin: 60)
])
let predictor = DelayCascadePredictor(tracker: provider)
let result = await predictor.predict(
carrier: carrier,
flightNumber: flightNumber,
scheduledDeparture: scheduledDeparture,
departureICAO: departureICAO,
operatingICAO24: " "
)
XCTAssertNil(result, "Whitespace-only icao24 → no cascade prediction.")
}
// MARK: - Test 2: rotation empty
func test_emptyRotation_returnsNil() async {
let provider = MockRotationProvider(segments: [])
let predictor = DelayCascadePredictor(tracker: provider)
let result = await predictor.predict(
carrier: carrier,
flightNumber: flightNumber,
scheduledDeparture: scheduledDeparture,
departureICAO: departureICAO,
operatingICAO24: "a1b2c3"
)
XCTAssertNil(result, "No upstream segments → no cascade prediction.")
}
// MARK: - Test 3: wrong arrival station
func test_lastSegmentArrivedAtDifferentStation_returnsNil() async {
// Aircraft last landed at KATL but we're operating out of KJFK.
let provider = MockRotationProvider(segments: [
segment(arrivalICAO: "KATL", arrivalOffsetMin: 60)
])
let predictor = DelayCascadePredictor(tracker: provider)
let result = await predictor.predict(
carrier: carrier,
flightNumber: flightNumber,
scheduledDeparture: scheduledDeparture,
departureICAO: departureICAO,
operatingICAO24: "a1b2c3"
)
XCTAssertNil(result, "Aircraft not yet at departure station → no cascade prediction.")
}
func test_lastSegmentArrivalICAOMissing_returnsNil() async {
let provider = MockRotationProvider(segments: [
segment(arrivalICAO: nil, arrivalOffsetMin: 60)
])
let predictor = DelayCascadePredictor(tracker: provider)
let result = await predictor.predict(
carrier: carrier,
flightNumber: flightNumber,
scheduledDeparture: scheduledDeparture,
departureICAO: departureICAO,
operatingICAO24: "a1b2c3"
)
XCTAssertNil(result, "Unknown arrival airport → no cascade prediction.")
}
// MARK: - Test 4: 60-min late upstream, 30 min until scheduled departure ~75 min cascade
func test_upstreamLandsLate_cascadesByExpectedAmount() async {
// Aircraft landed at JFK 30 minutes AFTER scheduled departure
// (arrivalOffsetMin = +30). Add the 45-minute narrowbody turn and
// earliest pushback is 75 min past scheduled departure.
let provider = MockRotationProvider(segments: [
segment(arrivalICAO: "KJFK", arrivalOffsetMin: 30)
])
let predictor = DelayCascadePredictor(tracker: provider)
let result = await predictor.predict(
carrier: carrier,
flightNumber: flightNumber,
scheduledDeparture: scheduledDeparture,
departureICAO: departureICAO,
operatingICAO24: "a1b2c3"
)
guard let prediction = result else {
XCTFail("Expected a cascade prediction, got nil.")
return
}
XCTAssertEqual(prediction.predictedDelayMin, 75, "30 min late arrival + 45 min turn = 75 min cascade.")
XCTAssertNotNil(prediction.upstreamSegment, "Prediction must surface the upstream leg used.")
XCTAssertFalse(prediction.basis.isEmpty, "Basis string must explain the prediction.")
}
// MARK: - Test 5: 5 min late below threshold
func test_upstreamOnlyMildlyLate_returnsNil() async {
// Arrival 50 min BEFORE scheduled departure 5 min after the
// 45-min turn window. Both the raw lateness AND the propagated
// minutes are below the 15-min reporting threshold.
let provider = MockRotationProvider(segments: [
segment(arrivalICAO: "KJFK", arrivalOffsetMin: -50)
])
let predictor = DelayCascadePredictor(tracker: provider)
let result = await predictor.predict(
carrier: carrier,
flightNumber: flightNumber,
scheduledDeparture: scheduledDeparture,
departureICAO: departureICAO,
operatingICAO24: "a1b2c3"
)
XCTAssertNil(result, "Below threshold cascade should not surface.")
}
// MARK: - Test 6: exactly 45 min before scheduled departure turn absorbs
func test_arrivalExactly45MinBeforeScheduled_returnsNil() async {
// Aircraft landed 45 min before scheduled departure. Earliest
// pushback equals scheduled departure propagated 0 no cascade.
let provider = MockRotationProvider(segments: [
segment(arrivalICAO: "KJFK", arrivalOffsetMin: -45)
])
let predictor = DelayCascadePredictor(tracker: provider)
let result = await predictor.predict(
carrier: carrier,
flightNumber: flightNumber,
scheduledDeparture: scheduledDeparture,
departureICAO: departureICAO,
operatingICAO24: "a1b2c3"
)
XCTAssertNil(result, "Turn exactly absorbs upstream lateness → no cascade.")
}
// MARK: - Test 7: confidence > 0.5 once propagatedMinutes >= 30
func test_confidenceCrosses50WhenPropagatedAtLeast30() async {
// Arrival 15 min AFTER scheduled departure 60 min propagated.
// Confidence should comfortably exceed 0.5.
let provider = MockRotationProvider(segments: [
segment(arrivalICAO: "KJFK", arrivalOffsetMin: 15)
])
let predictor = DelayCascadePredictor(tracker: provider)
let result = await predictor.predict(
carrier: carrier,
flightNumber: flightNumber,
scheduledDeparture: scheduledDeparture,
departureICAO: departureICAO,
operatingICAO24: "a1b2c3"
)
guard let prediction = result else {
XCTFail("Expected a cascade prediction, got nil.")
return
}
XCTAssertGreaterThanOrEqual(prediction.predictedDelayMin, 30,
"Sanity check on the cascade size we're scoring.")
XCTAssertGreaterThan(prediction.confidence, 0.5,
"Propagated >= 30 min should produce confidence > 0.5.")
XCTAssertLessThanOrEqual(prediction.confidence, 1.0,
"Confidence should always be a probability.")
}
// MARK: - Helpers
/// Builds a single rotation segment whose arrival time is offset from
/// `scheduledDeparture` by `arrivalOffsetMin` minutes (positive = late
/// vs. scheduled, negative = before scheduled).
private func segment(arrivalICAO: String?,
arrivalOffsetMin: Int,
departureICAO: String? = "KBOS") -> AircraftRotationTracker.RotationSegment {
let arrival = scheduledDeparture.addingTimeInterval(Double(arrivalOffsetMin) * 60)
// Block time of 90 min before arrival exact value doesn't matter
// for the predictor, which only consults arrivalTime.
let departure = arrival.addingTimeInterval(-90 * 60)
return AircraftRotationTracker.RotationSegment(
id: "test-seg-\(arrivalOffsetMin)",
departureICAO: departureICAO,
arrivalICAO: arrivalICAO,
departureTime: departure,
arrivalTime: arrival,
estimatedDelayMin: nil
)
}
}