cc8dd1070a
- Add macOS menu-bar dictation app with local ASR models (SenseVoice/Qwen3),
global Option hotkey, and bottom overlay
- Add cloud ASR/LLM providers (Anthropic, Volcengine, Bailian, and more) with
provider logos, model listing, and connection checks
- Add shared 7-day usage stats UI (UsageStatsCluster / SevenDayUsageChart)
- Add iOS onboarding step 6 for polish LLM setup; hide custom-language-model
diagnostic toggle behind DEBUG
- Unify iOS onboarding tagline with the macOS brand line ("开口即文字。")
- Rewrite README (Chinese-first, product-oriented) and refresh GitHub Pages
435 lines
15 KiB
Swift
435 lines
15 KiB
Swift
// BailianRealtimeASRClient.swift
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// OSGKeyboard · Shared
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//
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// Alibaba Cloud Bailian / DashScope realtime ASR over the classic inference
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// WebSocket (`/api-ws/v1/inference`). Matches OpenLess' `bailian.rs` wire
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// protocol: run-task → PCM binary frames → finish-task → result events.
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import Foundation
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struct BailianRealtimeASRClient: CloudASRTranscribing {
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let apiKey: String
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let endpoint: String
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let model: String
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let vocabularyID: String?
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let session: URLSession
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/// 100 ms of 16 kHz / 16-bit / mono PCM.
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private static let targetChunkBytes = 3_200
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private static let startTimeout: TimeInterval = 8
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private static let finalTimeout: TimeInterval = 12
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private static let sessionTimeout: TimeInterval = startTimeout + finalTimeout + 4
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func prepare(dictionary: PersonalDictionary) async throws {}
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func transcribe(
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samples: [Float],
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sampleRate: Int,
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locale: Locale,
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dictionary: PersonalDictionary
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) async throws -> String {
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guard !apiKey.isEmpty else { throw CloudASRError.noAPIKey }
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guard sampleRate == 16_000 else {
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throw CloudASRError.transport("Bailian realtime expects 16 kHz audio")
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}
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guard !samples.isEmpty else { throw CloudASRError.emptyTranscript }
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let url = try resolvedEndpointURL()
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let pcm = Self.pcm16Data(samples: samples)
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let taskID = UUID().uuidString.replacingOccurrences(of: "-", with: "")
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let resolvedModel = model.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
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? CloudASRModelCatalog.alibabaFunASRRealtime
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: model.trimmingCharacters(in: .whitespacesAndNewlines)
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var request = URLRequest(url: url)
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request.timeoutInterval = 8
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request.setValue(
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"bearer \(apiKey.trimmingCharacters(in: .whitespacesAndNewlines))",
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forHTTPHeaderField: "Authorization"
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)
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let wsTask = session.webSocketTask(with: request)
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wsTask.resume()
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return try await withThrowingTaskGroup(of: String.self) { group in
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let events = BailianEventStream(task: wsTask)
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group.addTask {
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defer { events.cancel() }
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return try await Self.runSession(
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taskID: taskID,
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model: resolvedModel,
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pcm: pcm,
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wsTask: wsTask,
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events: events
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)
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}
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group.addTask {
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try await Task.sleep(nanoseconds: UInt64(Self.sessionTimeout * 1_000_000_000))
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events.cancel()
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wsTask.cancel(with: .goingAway, reason: nil)
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throw CloudASRError.transport("session timed out")
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}
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guard let result = try await group.next() else {
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throw CloudASRError.emptyTranscript
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}
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group.cancelAll()
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return result.trimmingCharacters(in: .whitespacesAndNewlines)
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}
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}
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/// Settings connection probe: handshake to `task-started` only.
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///
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/// Reaching `task-started` proves endpoint + `Authorization` + model are
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/// all valid — which is exactly what "validate connection" must check.
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/// It deliberately sends NO audio: DashScope realtime rejects a short
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/// silent probe with a `task-failed: emptyAudio`, which is a false
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/// negative for a connectivity test. A real auth/quota/model failure
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/// still arrives as `task-failed` before `task-started` and surfaces.
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func probeConnection() async throws {
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guard !apiKey.isEmpty else { throw CloudASRError.noAPIKey }
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let url = try resolvedEndpointURL()
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let taskID = UUID().uuidString.replacingOccurrences(of: "-", with: "")
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let resolvedModel = model.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
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? CloudASRModelCatalog.alibabaFunASRRealtime
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: model.trimmingCharacters(in: .whitespacesAndNewlines)
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var request = URLRequest(url: url)
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request.timeoutInterval = 8
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request.setValue(
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"bearer \(apiKey.trimmingCharacters(in: .whitespacesAndNewlines))",
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forHTTPHeaderField: "Authorization"
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)
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let wsTask = session.webSocketTask(with: request)
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wsTask.resume()
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try await withThrowingTaskGroup(of: Void.self) { group in
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let events = BailianEventStream(task: wsTask)
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group.addTask {
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defer { events.cancel() }
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try await Self.sendText(
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Self.runTaskMessage(taskID: taskID, model: resolvedModel, vocabularyID: nil),
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task: wsTask
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)
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try await events.waitForStarted(timeout: Self.startTimeout)
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// Politely end the task; the connection is already proven.
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try? await Self.sendText(Self.finishTaskMessage(taskID: taskID), task: wsTask)
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}
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group.addTask {
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try await Task.sleep(nanoseconds: UInt64(Self.startTimeout * 1_000_000_000))
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events.cancel()
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wsTask.cancel(with: .goingAway, reason: nil)
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throw CloudASRError.transport("connection probe timed out")
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}
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_ = try await group.next()
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group.cancelAll()
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}
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}
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private static func runSession(
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taskID: String,
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model: String,
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pcm: Data,
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wsTask: URLSessionWebSocketTask,
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events: BailianEventStream
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) async throws -> String {
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try await sendText(
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runTaskMessage(taskID: taskID, model: model, vocabularyID: nil),
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task: wsTask
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)
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try await events.waitForStarted(timeout: startTimeout)
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var offset = 0
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while offset < pcm.count {
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let end = min(offset + targetChunkBytes, pcm.count)
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try await sendBinary(pcm.subdata(in: offset..<end), task: wsTask)
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offset = end
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}
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// Let the server register the final frames before ending the task.
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// Sending `finish-task` in the same instant as the last binary frame
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// races the server's audio buffering (root cause of `emptyAudio` on
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// very short clips).
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try? await Task.sleep(nanoseconds: 120_000_000)
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try await sendText(finishTaskMessage(taskID: taskID), task: wsTask)
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return try await events.waitForFinalText(timeout: finalTimeout)
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}
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private func resolvedEndpointURL() throws -> URL {
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let raw = endpoint.trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
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? CloudASRModelCatalog.bailianDefaultEndpoint
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: endpoint.trimmingCharacters(in: .whitespacesAndNewlines)
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guard let url = URL(string: raw) else { throw CloudASRError.invalidURL }
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return url
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}
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private static func sendText(_ text: String, task: URLSessionWebSocketTask) async throws {
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do {
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try await task.send(.string(text))
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} catch {
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throw CloudASRError.transport(error.localizedDescription)
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}
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}
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private static func sendBinary(_ data: Data, task: URLSessionWebSocketTask) async throws {
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do {
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try await task.send(.data(data))
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} catch {
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throw CloudASRError.transport(error.localizedDescription)
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}
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}
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private static func pcm16Data(samples: [Float]) -> Data {
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var data = Data()
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data.reserveCapacity(samples.count * 2)
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for sample in samples {
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let scaled = sample * 32_767.0
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let clipped = Swift.max(-32_768.0, Swift.min(32_767.0, scaled))
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var littleEndian = Int16(clipped.rounded()).littleEndian
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withUnsafeBytes(of: &littleEndian) { data.append(contentsOf: $0) }
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}
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return data
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}
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/// Overlap-aware join to avoid cumulative duplicate text from interim replays.
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static func mergeSegments(_ segments: [String]) -> String {
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var result = ""
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for segment in segments {
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if result.isEmpty {
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result = segment
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continue
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}
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let resultChars = Array(result)
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let segmentChars = Array(segment)
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let maxOverlap = min(resultChars.count, segmentChars.count)
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var overlap = 0
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if maxOverlap >= 2 {
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for length in stride(from: maxOverlap, through: 2, by: -1) {
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let tail = resultChars.suffix(length)
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let head = segmentChars.prefix(length)
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if tail.elementsEqual(head) {
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overlap = length
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break
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}
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}
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}
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result.append(contentsOf: segmentChars.dropFirst(overlap))
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}
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return result
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}
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static func runTaskMessage(taskID: String, model: String, vocabularyID: String?) -> String {
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var parameters: [String: Any] = [
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"sample_rate": 16_000,
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"format": "pcm",
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]
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if let vocabularyID = vocabularyID?.trimmingCharacters(in: .whitespacesAndNewlines),
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!vocabularyID.isEmpty {
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parameters["vocabulary_id"] = vocabularyID
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}
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let body: [String: Any] = [
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"header": [
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"action": "run-task",
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"task_id": taskID,
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"streaming": "duplex",
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],
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"payload": [
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"task_group": "audio",
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"task": "asr",
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"function": "recognition",
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"model": model,
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"parameters": parameters,
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"input": [:] as [String: Any],
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],
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]
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guard let data = try? JSONSerialization.data(withJSONObject: body),
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let json = String(data: data, encoding: .utf8) else {
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return "{}"
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}
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return json
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}
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static func finishTaskMessage(taskID: String) -> String {
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let body: [String: Any] = [
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"header": [
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"action": "finish-task",
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"task_id": taskID,
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"streaming": "duplex",
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],
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"payload": ["input": [:] as [String: Any]],
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]
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guard let data = try? JSONSerialization.data(withJSONObject: body),
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let json = String(data: data, encoding: .utf8) else {
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return "{}"
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}
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return json
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}
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}
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// MARK: - Concurrent read loop
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private final class BailianEventStream: @unchecked Sendable {
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private let task: URLSessionWebSocketTask
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private let lock = NSLock()
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private var started = false
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private var finalText: String?
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private var failure: Error?
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private var readTask: Task<Void, Never>?
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init(task: URLSessionWebSocketTask) {
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self.task = task
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readTask = Task { [weak self] in
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await self?.readLoop()
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}
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}
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func cancel() {
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readTask?.cancel()
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task.cancel(with: .goingAway, reason: nil)
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}
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func waitForStarted(timeout: TimeInterval) async throws {
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let deadline = Date().addingTimeInterval(timeout)
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while Date() < deadline {
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if let failure = snapshotFailure() { throw failure }
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if snapshotStarted() { return }
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try await Task.sleep(nanoseconds: 20_000_000)
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}
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cancel()
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throw CloudASRError.transport("task-started timed out")
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}
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func waitForFinalText(timeout: TimeInterval) async throws -> String {
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let deadline = Date().addingTimeInterval(timeout)
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while Date() < deadline {
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if let failure = snapshotFailure() { throw failure }
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if let text = snapshotFinalText() { return text }
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try await Task.sleep(nanoseconds: 20_000_000)
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}
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cancel()
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throw CloudASRError.transport("final result timed out")
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}
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private func snapshotStarted() -> Bool {
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lock.lock()
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defer { lock.unlock() }
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return started
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}
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private func snapshotFinalText() -> String? {
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lock.lock()
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defer { lock.unlock() }
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return finalText
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}
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private func snapshotFailure() -> Error? {
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lock.lock()
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defer { lock.unlock() }
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return failure
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}
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private func readLoop() async {
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var finalSegments: [Int64: String] = [:]
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var partialSegments: [Int64: String] = [:]
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var lastResultText = ""
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while !Task.isCancelled {
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let message: URLSessionWebSocketTask.Message
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do {
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message = try await task.receive()
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} catch {
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publishFailure(CloudASRError.transport(error.localizedDescription))
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return
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}
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let text: String
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switch message {
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case .string(let value):
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text = value
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case .data(let data):
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text = String(data: data, encoding: .utf8) ?? ""
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@unknown default:
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continue
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}
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guard !text.isEmpty else { continue }
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guard let json = try? JSONSerialization.jsonObject(with: Data(text.utf8)) as? [String: Any],
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let header = json["header"] as? [String: Any] else {
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continue
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}
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let event = header["event"] as? String ?? ""
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switch event {
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case "task-started":
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publishStarted()
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case "result-generated":
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guard let payload = json["payload"] as? [String: Any],
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let output = payload["output"] as? [String: Any],
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let sentenceObj = output["sentence"] as? [String: Any] else {
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continue
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}
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if sentenceObj["heartbeat"] as? Bool == true { continue }
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guard let rawText = sentenceObj["text"] as? String else { continue }
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let trimmed = rawText.trimmingCharacters(in: .whitespacesAndNewlines)
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guard !trimmed.isEmpty else { continue }
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lastResultText = trimmed
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let sentenceID = sentenceObj["sentence_id"] as? Int64 ?? 0
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let sentenceEndValue = sentenceObj["sentence_end"]
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let sentenceEnd = sentenceEndValue as? Bool ?? false
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let endTime = sentenceObj["end_time"] as? Int64 ?? 0
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let isFinal = sentenceEndValue != nil ? sentenceEnd : endTime > 0
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if isFinal {
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finalSegments[sentenceID] = trimmed
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partialSegments.removeValue(forKey: sentenceID)
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} else {
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partialSegments[sentenceID] = trimmed
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}
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case "task-finished":
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if finalSegments.isEmpty {
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publishFinal(lastResultText)
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} else {
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let ordered = finalSegments.keys.sorted().compactMap { finalSegments[$0] }
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publishFinal(BailianRealtimeASRClient.mergeSegments(ordered))
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}
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return
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case "task-failed":
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let message = header["error_message"] as? String ?? "task failed"
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publishFailure(CloudASRError.transport(message))
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return
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default:
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break
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}
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}
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}
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private func publishStarted() {
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lock.lock()
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started = true
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lock.unlock()
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}
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private func publishFinal(_ text: String) {
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lock.lock()
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finalText = text
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lock.unlock()
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}
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private func publishFailure(_ error: Error) {
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lock.lock()
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failure = error
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lock.unlock()
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cancel()
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}
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}
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