ModelInfoRetriever.swift 23 KB

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  1. // Copyright 2021 Google LLC
  2. //
  3. // Licensed under the Apache License, Version 2.0 (the "License");
  4. // you may not use this file except in compliance with the License.
  5. // You may obtain a copy of the License at
  6. //
  7. // http://www.apache.org/licenses/LICENSE-2.0
  8. //
  9. // Unless required by applicable law or agreed to in writing, software
  10. // distributed under the License is distributed on an "AS IS" BASIS,
  11. // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  12. // See the License for the specific language governing permissions and
  13. // limitations under the License.
  14. import Foundation
  15. import FirebaseCore
  16. import FirebaseInstallations
  17. /// Possible states of model downloading.
  18. enum ModelInfoDownloadStatus {
  19. case notStarted
  20. case inProgress
  21. case complete
  22. }
  23. /// URL Session to use while retrieving model info.
  24. protocol ModelInfoRetrieverSession {
  25. func getModelInfo(with request: URLRequest,
  26. completion: @escaping (Data?, URLResponse?, Error?) -> Void)
  27. }
  28. /// Extension to customize data task requests.
  29. extension URLSession: ModelInfoRetrieverSession {
  30. func getModelInfo(with request: URLRequest,
  31. completion: @escaping (Data?, URLResponse?, Error?) -> Void) {
  32. let task = dataTask(with: request) { data, response, error in
  33. completion(data, response, error)
  34. }
  35. task.resume()
  36. }
  37. }
  38. /// Model info response object.
  39. private struct ModelInfoResponse: Codable {
  40. var downloadURL: String
  41. var urlExpiryTime: String
  42. var size: String
  43. }
  44. /// Properties for server response keys.
  45. private extension ModelInfoResponse {
  46. enum CodingKeys: String, CodingKey {
  47. case downloadURL = "downloadUri"
  48. case urlExpiryTime = "expireTime"
  49. case size = "sizeBytes"
  50. }
  51. }
  52. /// Downloading model info will return new model info only if it different from local model info.
  53. enum DownloadModelInfoResult {
  54. case notModified
  55. case modelInfo(RemoteModelInfo)
  56. }
  57. /// Model info retrieval error codes.
  58. enum ModelInfoErrorCode {
  59. case noError
  60. case noHash
  61. case httpError(code: Int)
  62. case connectionFailed
  63. case hashMismatch
  64. }
  65. /// Model info retriever for a model from local user defaults or server.
  66. class ModelInfoRetriever {
  67. /// Model name.
  68. private let modelName: String
  69. /// URL session for model info request.
  70. private let session: ModelInfoRetrieverSession
  71. /// Current Firebase app project ID.
  72. private let projectID: String
  73. /// Current Firebase app API key.
  74. private let apiKey: String
  75. /// Current Firebase app name.
  76. private let appName: String
  77. /// Keeps track of download associated with this model download task.
  78. private(set) var downloadStatus: ModelInfoDownloadStatus = .notStarted
  79. /// Local model info to validate model freshness.
  80. private let localModelInfo: LocalModelInfo?
  81. /// Telemetry logger.
  82. private let telemetryLogger: TelemetryLogger?
  83. typealias AuthTokenProvider = (_ completion: @escaping (Result<String, DownloadError>) -> Void)
  84. -> Void
  85. private let authTokenProvider: AuthTokenProvider
  86. /// Associate model info retriever with current Firebase app, and model name.
  87. init(modelName: String,
  88. projectID: String,
  89. apiKey: String,
  90. authTokenProvider: @escaping AuthTokenProvider,
  91. appName: String,
  92. localModelInfo: LocalModelInfo? = nil,
  93. session: ModelInfoRetrieverSession? = nil,
  94. telemetryLogger: TelemetryLogger? = nil) {
  95. self.modelName = modelName
  96. self.projectID = projectID
  97. self.apiKey = apiKey
  98. self.appName = appName
  99. self.localModelInfo = localModelInfo
  100. self.authTokenProvider = authTokenProvider
  101. self.telemetryLogger = telemetryLogger
  102. if let urlSession = session {
  103. self.session = urlSession
  104. } else {
  105. self.session = URLSession(configuration: .ephemeral)
  106. }
  107. }
  108. convenience init(modelName: String,
  109. projectID: String,
  110. apiKey: String,
  111. installations: Installations,
  112. appName: String,
  113. localModelInfo: LocalModelInfo? = nil,
  114. session: ModelInfoRetrieverSession? = nil,
  115. telemetryLogger: TelemetryLogger? = nil) {
  116. self.init(modelName: modelName,
  117. projectID: projectID,
  118. apiKey: apiKey,
  119. authTokenProvider: ModelInfoRetriever.authTokenProvider(installation: installations),
  120. appName: appName,
  121. localModelInfo: localModelInfo,
  122. session: session,
  123. telemetryLogger: telemetryLogger)
  124. }
  125. private static func authTokenProvider(installation: Installations) -> AuthTokenProvider {
  126. return { completion in
  127. installation.authToken { tokenResult, error in
  128. guard let result = tokenResult
  129. else {
  130. completion(.failure(.internalError(description: ModelInfoRetriever.ErrorDescription
  131. .authToken)))
  132. return
  133. }
  134. completion(.success(result.authToken))
  135. }
  136. }
  137. }
  138. /// Get model info from server.
  139. func downloadModelInfo(completion: @escaping (Result<DownloadModelInfoResult, DownloadError>)
  140. -> Void) {
  141. /// Prevent multiple concurrent downloads.
  142. guard downloadStatus != .inProgress else {
  143. DeviceLogger.logEvent(level: .debug,
  144. message: ModelInfoRetriever.ErrorDescription.anotherDownloadInProgress,
  145. messageCode: .anotherDownloadInProgressError)
  146. telemetryLogger?.logModelDownloadEvent(eventName: .modelDownload,
  147. status: .failed,
  148. downloadErrorCode: .downloadFailed)
  149. completion(.failure(.internalError(description: ModelInfoRetriever.ErrorDescription
  150. .anotherDownloadInProgress)))
  151. return
  152. }
  153. authTokenProvider { result in
  154. switch result {
  155. /// Successfully received FIS token.
  156. case let .success(authToken):
  157. DeviceLogger.logEvent(level: .debug,
  158. message: ModelInfoRetriever.DebugDescription
  159. .receivedAuthToken,
  160. messageCode: .validAuthToken)
  161. /// Get model info fetch URL with appropriate HTTP headers.
  162. guard let request = self.getModelInfoFetchURLRequest(token: authToken) else {
  163. DeviceLogger.logEvent(level: .debug,
  164. message: ModelInfoRetriever.ErrorDescription
  165. .invalidModelInfoFetchURL,
  166. messageCode: .invalidModelInfoFetchURL)
  167. self.telemetryLogger?.logModelInfoRetrievalEvent(eventName: .modelDownload,
  168. status: .failed,
  169. errorCode: .connectionFailed)
  170. completion(.failure(.internalError(description: ModelInfoRetriever.ErrorDescription
  171. .invalidModelInfoFetchURL)))
  172. return
  173. }
  174. self.downloadStatus = .inProgress
  175. /// Download model info.
  176. self.session.getModelInfo(with: request) {
  177. data, response, error in
  178. self.downloadStatus = .complete
  179. if let downloadError = error {
  180. let description = ModelInfoRetriever.ErrorDescription
  181. .failedModelInfoRetrieval(downloadError.localizedDescription)
  182. DeviceLogger.logEvent(level: .debug,
  183. message: description,
  184. messageCode: .modelInfoRetrievalError)
  185. self.telemetryLogger?.logModelInfoRetrievalEvent(eventName: .modelDownload,
  186. status: .failed,
  187. errorCode: .connectionFailed)
  188. completion(.failure(.internalError(description: description)))
  189. } else {
  190. guard let httpResponse = response as? HTTPURLResponse else {
  191. DeviceLogger.logEvent(level: .debug,
  192. message: ModelInfoRetriever.ErrorDescription
  193. .invalidHTTPResponse,
  194. messageCode: .invalidHTTPResponse)
  195. self.telemetryLogger?.logModelInfoRetrievalEvent(eventName: .modelDownload,
  196. status: .failed,
  197. errorCode: .connectionFailed)
  198. completion(.failure(.internalError(description: ModelInfoRetriever.ErrorDescription
  199. .invalidHTTPResponse)))
  200. return
  201. }
  202. DeviceLogger.logEvent(level: .debug,
  203. message: ModelInfoRetriever.DebugDescription
  204. .receivedServerResponse,
  205. messageCode: .validHTTPResponse)
  206. switch httpResponse.statusCode {
  207. case 200:
  208. guard let modelHash = httpResponse
  209. .allHeaderFields[ModelInfoRetriever.etagHTTPHeader] as? String else {
  210. DeviceLogger.logEvent(level: .debug,
  211. message: ModelInfoRetriever.ErrorDescription.missingModelHash,
  212. messageCode: .missingModelHash)
  213. self.telemetryLogger?.logModelInfoRetrievalEvent(eventName: .modelDownload,
  214. status: .failed,
  215. errorCode: .noHash)
  216. completion(.failure(.internalError(description: ModelInfoRetriever.ErrorDescription
  217. .missingModelHash)))
  218. return
  219. }
  220. guard let data = data else {
  221. DeviceLogger.logEvent(level: .debug,
  222. message: ModelInfoRetriever.ErrorDescription
  223. .invalidHTTPResponse,
  224. messageCode: .invalidHTTPResponse)
  225. completion(.failure(.internalError(description: ModelInfoRetriever.ErrorDescription
  226. .invalidHTTPResponse)))
  227. return
  228. }
  229. do {
  230. let modelInfo = try self.getRemoteModelInfoFromResponse(data, modelHash: modelHash)
  231. DeviceLogger.logEvent(level: .debug,
  232. message: ModelInfoRetriever.DebugDescription
  233. .modelInfoDownloaded,
  234. messageCode: .modelInfoDownloaded)
  235. self.telemetryLogger?.logModelInfoRetrievalEvent(eventName: .modelDownload,
  236. status: .updateAvailable,
  237. errorCode: .noError)
  238. completion(.success(.modelInfo(modelInfo)))
  239. } catch {
  240. let description = ModelInfoRetriever.ErrorDescription
  241. .invalidmodelInfoJSON(error.localizedDescription)
  242. DeviceLogger.logEvent(level: .debug,
  243. message: description,
  244. messageCode: .invalidModelInfoJSON)
  245. completion(
  246. .failure(.internalError(description: description))
  247. )
  248. }
  249. case 304:
  250. /// For this case to occur, local model info has to already be available on device.
  251. // TODO: Is this needed? Currently handles the case if model info disappears between request and response
  252. guard let localInfo = self.localModelInfo else {
  253. DeviceLogger.logEvent(level: .debug,
  254. message: ModelInfoRetriever.ErrorDescription
  255. .unexpectedModelInfoDeletion,
  256. messageCode: .modelInfoDeleted)
  257. completion(
  258. .failure(.internalError(description: ModelInfoRetriever.ErrorDescription
  259. .unexpectedModelInfoDeletion))
  260. )
  261. return
  262. }
  263. guard let modelHash = httpResponse
  264. .allHeaderFields[ModelInfoRetriever.etagHTTPHeader] as? String else {
  265. DeviceLogger.logEvent(level: .debug,
  266. message: ModelInfoRetriever.ErrorDescription
  267. .missingModelHash,
  268. messageCode: .noModelHash)
  269. self.telemetryLogger?.logModelInfoRetrievalEvent(eventName: .modelDownload,
  270. status: .failed,
  271. errorCode: .noHash)
  272. completion(.failure(.internalError(description: ModelInfoRetriever.ErrorDescription
  273. .missingModelHash)))
  274. return
  275. }
  276. guard modelHash == localInfo.modelHash else {
  277. DeviceLogger.logEvent(level: .debug,
  278. message: ModelInfoRetriever.ErrorDescription
  279. .modelHashMismatch,
  280. messageCode: .modelHashMismatchError)
  281. self.telemetryLogger?.logModelInfoRetrievalEvent(eventName: .modelDownload,
  282. status: .failed,
  283. errorCode: .hashMismatch)
  284. completion(.failure(.internalError(description: ModelInfoRetriever.ErrorDescription
  285. .modelHashMismatch)))
  286. return
  287. }
  288. DeviceLogger.logEvent(level: .debug,
  289. message: ModelInfoRetriever.DebugDescription
  290. .modelInfoUnmodified,
  291. messageCode: .modelInfoUnmodified)
  292. completion(.success(.notModified))
  293. case 400:
  294. let description = ModelInfoRetriever.ErrorDescription.invalidModelName(self.modelName)
  295. DeviceLogger.logEvent(level: .debug,
  296. message: description,
  297. messageCode: .invalidModelName)
  298. self.telemetryLogger?.logModelInfoRetrievalEvent(eventName: .modelDownload,
  299. status: .failed,
  300. errorCode: .httpError(code: httpResponse
  301. .statusCode))
  302. completion(.failure(.invalidArgument))
  303. case 401, 403:
  304. DeviceLogger.logEvent(level: .debug,
  305. message: ModelInfoRetriever.ErrorDescription.permissionDenied,
  306. messageCode: .permissionDenied)
  307. self.telemetryLogger?.logModelInfoRetrievalEvent(eventName: .modelDownload,
  308. status: .failed,
  309. errorCode: .httpError(code: httpResponse
  310. .statusCode))
  311. completion(.failure(.permissionDenied))
  312. case 404:
  313. let description = ModelInfoRetriever.ErrorDescription.modelNotFound(self.modelName)
  314. DeviceLogger.logEvent(level: .debug,
  315. message: description,
  316. messageCode: .modelNotFound)
  317. self.telemetryLogger?.logModelInfoRetrievalEvent(eventName: .modelDownload,
  318. status: .failed,
  319. errorCode: .httpError(code: httpResponse
  320. .statusCode))
  321. completion(.failure(.notFound))
  322. // TODO: Handle more http status codes
  323. default:
  324. let description = ModelInfoRetriever.ErrorDescription
  325. .modelInfoRetrievalFailed(httpResponse.statusCode)
  326. DeviceLogger.logEvent(level: .debug,
  327. message: description,
  328. messageCode: .modelInfoRetrievalError)
  329. self.telemetryLogger?.logModelInfoRetrievalEvent(eventName: .modelDownload,
  330. status: .failed,
  331. errorCode: .httpError(code: httpResponse
  332. .statusCode))
  333. completion(.failure(.internalError(description: description)))
  334. }
  335. }
  336. }
  337. /// FIS token error.
  338. case .failure:
  339. DeviceLogger.logEvent(level: .debug,
  340. message: ModelInfoRetriever.ErrorDescription
  341. .authToken,
  342. messageCode: .authTokenError)
  343. completion(.failure(.internalError(description: ModelInfoRetriever.ErrorDescription
  344. .authToken)))
  345. return
  346. }
  347. }
  348. }
  349. }
  350. /// Extension with helper methods to handle fetching model info from server.
  351. extension ModelInfoRetriever {
  352. /// HTTP request headers.
  353. private static let fisTokenHTTPHeader = "x-goog-firebase-installations-auth"
  354. private static let hashMatchHTTPHeader = "if-none-match"
  355. private static let bundleIDHTTPHeader = "x-ios-bundle-identifier"
  356. /// HTTP response headers.
  357. private static let etagHTTPHeader = "Etag"
  358. /// Construct model fetch base URL.
  359. var modelInfoFetchURL: URL? {
  360. var components = URLComponents()
  361. components.scheme = "https"
  362. components.host = "firebaseml.googleapis.com"
  363. components.path = "/v1beta2/projects/\(projectID)/models/\(modelName):download"
  364. components.queryItems = [URLQueryItem(name: "key", value: apiKey)]
  365. return components.url
  366. }
  367. /// Construct model fetch URL request.
  368. func getModelInfoFetchURLRequest(token: String) -> URLRequest? {
  369. guard let fetchURL = modelInfoFetchURL else { return nil }
  370. var request = URLRequest(url: fetchURL)
  371. request.httpMethod = "GET"
  372. // TODO: Check if bundle ID needs to be part of the request header.
  373. let bundleID = Bundle.main.bundleIdentifier ?? ""
  374. request.setValue(bundleID, forHTTPHeaderField: ModelInfoRetriever.bundleIDHTTPHeader)
  375. request.setValue(token, forHTTPHeaderField: ModelInfoRetriever.fisTokenHTTPHeader)
  376. /// Get model hash if local model info is available on device.
  377. if let modelInfo = localModelInfo {
  378. request.setValue(
  379. modelInfo.modelHash,
  380. forHTTPHeaderField: ModelInfoRetriever.hashMatchHTTPHeader
  381. )
  382. }
  383. return request
  384. }
  385. /// Parse date from string - used to get download URL expiry time.
  386. private static func getDateFromString(_ strDate: String) -> Date? {
  387. if #available(iOS 11, macOS 10.13, macCatalyst 13.0, tvOS 11.0, watchOS 4.0, *) {
  388. let dateFormatter = ISO8601DateFormatter()
  389. dateFormatter.timeZone = TimeZone(secondsFromGMT: 0)
  390. dateFormatter.formatOptions = [.withFractionalSeconds]
  391. return dateFormatter.date(from: strDate)
  392. } else {
  393. let dateFormatter = DateFormatter()
  394. dateFormatter.locale = Locale(identifier: "en-US_POSIX")
  395. dateFormatter.dateFormat = "yyyy-MM-dd'T'HH:mm:ss.SSS'Z'"
  396. dateFormatter.timeZone = TimeZone(secondsFromGMT: 0)
  397. return dateFormatter.date(from: strDate)
  398. }
  399. }
  400. /// Return model info created from server response.
  401. private func getRemoteModelInfoFromResponse(_ data: Data,
  402. modelHash: String) throws -> RemoteModelInfo {
  403. let decoder = JSONDecoder()
  404. guard let modelInfoJSON = try? decoder.decode(ModelInfoResponse.self, from: data) else {
  405. throw DownloadError
  406. .internalError(description: ModelInfoRetriever.ErrorDescription.decodeModelInfoResponse)
  407. }
  408. // TODO: Possibly improve handling invalid server responses.
  409. guard let downloadURL = URL(string: modelInfoJSON.downloadURL) else {
  410. throw DownloadError
  411. .internalError(description: ModelInfoRetriever.ErrorDescription
  412. .invalidModelDownloadURL)
  413. }
  414. let modelHash = modelHash
  415. let size = Int(modelInfoJSON.size) ?? 0
  416. guard let expiryTime = ModelInfoRetriever.getDateFromString(modelInfoJSON.urlExpiryTime) else {
  417. throw DownloadError
  418. .internalError(description: ModelInfoRetriever.ErrorDescription
  419. .invalidModelDownloadURLExpiryTime)
  420. }
  421. return RemoteModelInfo(
  422. name: modelName,
  423. downloadURL: downloadURL,
  424. modelHash: modelHash,
  425. size: size,
  426. urlExpiryTime: expiryTime
  427. )
  428. }
  429. }
  430. /// Possible error messages for model info retrieval.
  431. extension ModelInfoRetriever {
  432. /// Debug descriptions.
  433. private enum DebugDescription {
  434. static let receivedServerResponse = "Received a valid response from model info server."
  435. static let receivedAuthToken = "Generated valid auth token."
  436. static let modelInfoDownloaded = "Successfully downloaded model info."
  437. static let modelInfoUnmodified = "Local model info matches the latest on server."
  438. }
  439. /// Error descriptions.
  440. private enum ErrorDescription {
  441. static let authToken = "Error retrieving auth token."
  442. static let selfDeallocated = "Self deallocated."
  443. static let missingModelHash = "Model hash missing in model info server response."
  444. static let invalidModelInfoFetchURL = "Unable to create URL to fetch model info."
  445. static let invalidHTTPResponse =
  446. "Could not get a valid HTTP response for model info retrieval."
  447. static let invalidmodelInfoJSON = { (error: String) in
  448. "Failed to parse model info: \(error)"
  449. }
  450. static let failedModelInfoRetrieval = { (error: String) in
  451. "Failed to retrieve model info: \(error)"
  452. }
  453. static let unexpectedModelInfoDeletion =
  454. "Model info was deleted unexpectedly."
  455. static let serverResponse = { (errorCode: Int) in
  456. "Server returned with HTTP error code: \(errorCode)."
  457. }
  458. static let invalidModelName = { (name: String) in
  459. "Invalid model name: \(name)"
  460. }
  461. static let modelNotFound = { (name: String) in
  462. "No model found with name: \(name)"
  463. }
  464. static let modelInfoRetrievalFailed = { (code: Int) in
  465. "Model info retrieval failed with HTTP error code: \(code)"
  466. }
  467. static let decodeModelInfoResponse =
  468. "Unable to decode model info response from server."
  469. static let invalidModelDownloadURL =
  470. "Invalid model download URL from server."
  471. static let invalidModelDownloadURLExpiryTime =
  472. "Invalid download URL expiry time from server."
  473. static let modelHashMismatch = "Unexpected model hash value."
  474. static let permissionDenied = "Invalid or missing permissions to retrieve model info."
  475. static let anotherDownloadInProgress = "Model info download already in progress."
  476. }
  477. }