ten31-transcripts/Ten31Transcripts/Backend/VoiceprintStore.swift

import Foundation

/// Local persistence of named voiceprints — the compounding-identity layer.
///
/// File `~/Ten31Transcripts/voiceprints.json`:
///   `{ "<name>": { "vector": [192 floats], "updated": <iso>, "calls": <int> } }`
///
/// On send → `knownVoiceprints()` feeds `label-merge`. On response → `update(with:)`
/// stores/refreshes vectors for speakers resolved by **visual** (overlap ≥ ~0.8)
/// or **voiceprint** match. Never stores `Unknown_N` / `Speaker_unknown`.
///
/// Thread-safe (lock-guarded); the sequential pipeline is the only writer.
final class VoiceprintStore {
    struct Entry: Codable, Equatable {
        var vector: [Float]
        var updated: String
        var calls: Int
    }

    private let url: URL
    private let minOverlapToStore: Double
    private let lock = NSLock()
    private var entriesStore: [String: Entry] = [:]

    init(fileURL: URL, minOverlapToStore: Double = 0.8) {
        self.url = fileURL
        self.minOverlapToStore = minOverlapToStore
        load()
    }

    var entries: [String: Entry] {
        lock.lock(); defer { lock.unlock() }
        return entriesStore
    }

    /// Vectors keyed by name, for the `known_voiceprints` field.
    func knownVoiceprints() -> [String: [Float]] {
        lock.lock(); defer { lock.unlock() }
        return entriesStore.mapValues { $0.vector }
    }

    /// Persist fingerprints from a `label-merge` response for confidently-named
    /// speakers only.
    func update(with response: LabelMergeResponse) {
        lock.lock(); defer { lock.unlock() }
        let now = ISO8601DateFormatter().string(from: Date())
        for sp in response.speakers {
            guard !Self.isUnknown(sp.name) else { continue }
            let acceptable: Bool
            switch sp.source {
            case "visual":     acceptable = (sp.overlapConfidence ?? 0) >= minOverlapToStore
            case "voiceprint": acceptable = true            // already matched a known print
            default:           acceptable = false           // unmatched
            }
            guard acceptable, let vector = sp.fingerprint ?? response.fingerprints[sp.name],
                  !vector.isEmpty else { continue }
            var entry = entriesStore[sp.name] ?? Entry(vector: vector, updated: now, calls: 0)
            entry.vector = vector
            entry.updated = now
            entry.calls += 1
            entriesStore[sp.name] = entry
        }
        save()
    }

    func rename(_ old: String, to new: String) {
        lock.lock(); defer { lock.unlock() }
        guard let e = entriesStore.removeValue(forKey: old) else { return }
        entriesStore[new] = e
        save()
    }

    func remove(_ name: String) {
        lock.lock(); defer { lock.unlock() }
        entriesStore.removeValue(forKey: name)
        save()
    }

    func reset() {
        lock.lock(); defer { lock.unlock() }
        entriesStore = [:]
        save()
    }

    // MARK: - Persistence (call with lock held)

    private func load() {
        guard let data = try? Data(contentsOf: url),
              let decoded = try? JSONDecoder().decode([String: Entry].self, from: data) else { return }
        entriesStore = decoded
    }

    private func save() {
        let encoder = JSONEncoder()
        encoder.outputFormatting = [.prettyPrinted, .sortedKeys]
        try? FileManager.default.createDirectory(at: url.deletingLastPathComponent(),
                                                 withIntermediateDirectories: true)
        if let data = try? encoder.encode(entriesStore) { try? data.write(to: url) }
    }

    private static func isUnknown(_ name: String) -> Bool {
        LabelMergeResponse.isUnknownName(name)
    }
}