// // HeuristicRanker.swift // iris // // Created by Codex. // import Foundation struct UserContext: Equatable { var isMoving: Bool var city: String init(isMoving: Bool, city: String = "London") { self.isMoving = isMoving self.city = city } } final class HeuristicRanker { private let nowProvider: () -> Int private let lastShownAtProvider: (String) -> Int? init(now: @escaping () -> Int = { Int(Date().timeIntervalSince1970) }, lastShownAt: @escaping (String) -> Int? = { _ in nil }) { self.nowProvider = now self.lastShownAtProvider = lastShownAt } func pickWinner(from candidates: [Candidate], now: Int? = nil, context: UserContext) -> Winner { let currentTime = now ?? nowProvider() let valid = candidates .filter { !$0.isExpired(at: currentTime) } .filter { $0.confidence >= 0.0 } guard !valid.isEmpty else { return WinnerEnvelope.allQuiet(now: currentTime).winner } var best: (candidate: Candidate, score: Double)? for candidate in valid { let baseWeight = baseWeight(for: candidate.type) var score = baseWeight * min(max(candidate.confidence, 0.0), 1.0) if let shownAt = lastShownAtProvider(candidate.id), currentTime - shownAt <= 2 * 60 * 60 { score -= 0.4 } if best == nil || score > best!.score { best = (candidate, score) } } guard let best else { return WinnerEnvelope.allQuiet(now: currentTime).winner } let priority = min(max(best.score, 0.0), 1.0) return Winner( id: best.candidate.id, type: best.candidate.type, title: best.candidate.title.truncated(maxLength: TextConstraints.titleMax), subtitle: best.candidate.subtitle.truncated(maxLength: TextConstraints.subtitleMax), priority: priority, ttlSec: max(1, best.candidate.ttlSec) ) } private func baseWeight(for type: WinnerType) -> Double { switch type { case .weatherWarning: return 1.0 case .weatherAlert: return 0.9 case .transit: return 0.75 case .poiNearby: return 0.6 case .info: return 0.4 case .nowPlaying: return 0.25 case .currentWeather: return 0.0 case .allQuiet: return 0.0 } } }