APSManager.swift 58 KB

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  1. import Combine
  2. import CoreData
  3. import Foundation
  4. import LoopKit
  5. import LoopKitUI
  6. import SwiftDate
  7. import Swinject
  8. protocol APSManager {
  9. func heartbeat(date: Date)
  10. func autotune() async -> Autotune?
  11. func enactBolus(amount: Double, isSMB: Bool) async
  12. var pumpManager: PumpManagerUI? { get set }
  13. var bluetoothManager: BluetoothStateManager? { get }
  14. var pumpDisplayState: CurrentValueSubject<PumpDisplayState?, Never> { get }
  15. var pumpName: CurrentValueSubject<String, Never> { get }
  16. var isLooping: CurrentValueSubject<Bool, Never> { get }
  17. var lastLoopDate: Date { get }
  18. var lastLoopDateSubject: PassthroughSubject<Date, Never> { get }
  19. var bolusProgress: CurrentValueSubject<Decimal?, Never> { get }
  20. var pumpExpiresAtDate: CurrentValueSubject<Date?, Never> { get }
  21. var isManualTempBasal: Bool { get }
  22. func enactTempBasal(rate: Double, duration: TimeInterval) async
  23. func makeProfiles() async throws -> Bool
  24. func determineBasal() async -> Bool
  25. func determineBasalSync() async
  26. func simulateDetermineBasal(carbs: Decimal, iob: Decimal) async -> Determination?
  27. func roundBolus(amount: Decimal) -> Decimal
  28. var lastError: CurrentValueSubject<Error?, Never> { get }
  29. func cancelBolus() async
  30. }
  31. enum APSError: LocalizedError {
  32. case pumpError(Error)
  33. case invalidPumpState(message: String)
  34. case glucoseError(message: String)
  35. case apsError(message: String)
  36. case deviceSyncError(message: String)
  37. case manualBasalTemp(message: String)
  38. var errorDescription: String? {
  39. switch self {
  40. case let .pumpError(error):
  41. return "Pump error: \(error.localizedDescription)"
  42. case let .invalidPumpState(message):
  43. return "Error: Invalid Pump State: \(message)"
  44. case let .glucoseError(message):
  45. return "Error: Invalid glucose: \(message)"
  46. case let .apsError(message):
  47. return "APS error: \(message)"
  48. case let .deviceSyncError(message):
  49. return "Sync error: \(message)"
  50. case let .manualBasalTemp(message):
  51. return "Manual Basal Temp : \(message)"
  52. }
  53. }
  54. }
  55. final class BaseAPSManager: APSManager, Injectable {
  56. private let processQueue = DispatchQueue(label: "BaseAPSManager.processQueue")
  57. @Injected() private var storage: FileStorage!
  58. @Injected() private var pumpHistoryStorage: PumpHistoryStorage!
  59. @Injected() private var alertHistoryStorage: AlertHistoryStorage!
  60. @Injected() private var tempTargetsStorage: TempTargetsStorage!
  61. @Injected() private var carbsStorage: CarbsStorage!
  62. @Injected() private var determinationStorage: DeterminationStorage!
  63. @Injected() private var deviceDataManager: DeviceDataManager!
  64. @Injected() private var nightscout: NightscoutManager!
  65. @Injected() private var settingsManager: SettingsManager!
  66. @Injected() private var broadcaster: Broadcaster!
  67. @Persisted(key: "lastAutotuneDate") private var lastAutotuneDate = Date()
  68. @Persisted(key: "lastLoopStartDate") private var lastLoopStartDate: Date = .distantPast
  69. @Persisted(key: "lastLoopDate") var lastLoopDate: Date = .distantPast {
  70. didSet {
  71. lastLoopDateSubject.send(lastLoopDate)
  72. }
  73. }
  74. let viewContext = CoreDataStack.shared.persistentContainer.viewContext
  75. let privateContext = CoreDataStack.shared.newTaskContext()
  76. private var openAPS: OpenAPS!
  77. private var lifetime = Lifetime()
  78. private var backGroundTaskID: UIBackgroundTaskIdentifier?
  79. var pumpManager: PumpManagerUI? {
  80. get { deviceDataManager.pumpManager }
  81. set { deviceDataManager.pumpManager = newValue }
  82. }
  83. var bluetoothManager: BluetoothStateManager? { deviceDataManager.bluetoothManager }
  84. @Persisted(key: "isManualTempBasal") var isManualTempBasal: Bool = false
  85. let isLooping = CurrentValueSubject<Bool, Never>(false)
  86. let lastLoopDateSubject = PassthroughSubject<Date, Never>()
  87. let lastError = CurrentValueSubject<Error?, Never>(nil)
  88. let bolusProgress = CurrentValueSubject<Decimal?, Never>(nil)
  89. var pumpDisplayState: CurrentValueSubject<PumpDisplayState?, Never> {
  90. deviceDataManager.pumpDisplayState
  91. }
  92. var pumpName: CurrentValueSubject<String, Never> {
  93. deviceDataManager.pumpName
  94. }
  95. var pumpExpiresAtDate: CurrentValueSubject<Date?, Never> {
  96. deviceDataManager.pumpExpiresAtDate
  97. }
  98. var settings: FreeAPSSettings {
  99. get { settingsManager.settings }
  100. set { settingsManager.settings = newValue }
  101. }
  102. init(resolver: Resolver) {
  103. injectServices(resolver)
  104. openAPS = OpenAPS(storage: storage)
  105. subscribe()
  106. lastLoopDateSubject.send(lastLoopDate)
  107. isLooping
  108. .weakAssign(to: \.deviceDataManager.loopInProgress, on: self)
  109. .store(in: &lifetime)
  110. }
  111. private func subscribe() {
  112. if settingsManager.settings.units == .mmolL {
  113. let wasParsed = storage.parseOnFileSettingsToMgdL()
  114. if wasParsed {
  115. Task {
  116. try await makeProfiles()
  117. }
  118. }
  119. }
  120. deviceDataManager.recommendsLoop
  121. .receive(on: processQueue)
  122. .sink { [weak self] in
  123. self?.loop()
  124. }
  125. .store(in: &lifetime)
  126. pumpManager?.addStatusObserver(self, queue: processQueue)
  127. deviceDataManager.errorSubject
  128. .receive(on: processQueue)
  129. .map { APSError.pumpError($0) }
  130. .sink {
  131. self.processError($0)
  132. }
  133. .store(in: &lifetime)
  134. deviceDataManager.bolusTrigger
  135. .receive(on: processQueue)
  136. .sink { bolusing in
  137. if bolusing {
  138. self.createBolusReporter()
  139. } else {
  140. self.clearBolusReporter()
  141. }
  142. }
  143. .store(in: &lifetime)
  144. // manage a manual Temp Basal from OmniPod - Force loop() after stop a temp basal or finished
  145. deviceDataManager.manualTempBasal
  146. .receive(on: processQueue)
  147. .sink { manualBasal in
  148. if manualBasal {
  149. self.isManualTempBasal = true
  150. } else {
  151. if self.isManualTempBasal {
  152. self.isManualTempBasal = false
  153. self.loop()
  154. }
  155. }
  156. }
  157. .store(in: &lifetime)
  158. }
  159. func heartbeat(date: Date) {
  160. deviceDataManager.heartbeat(date: date)
  161. }
  162. // Loop entry point
  163. private func loop() {
  164. Task {
  165. // check the last start of looping is more the loopInterval but the previous loop was completed
  166. if lastLoopDate > lastLoopStartDate {
  167. guard lastLoopStartDate.addingTimeInterval(Config.loopInterval) < Date() else {
  168. debug(.apsManager, "too close to do a loop : \(lastLoopStartDate)")
  169. return
  170. }
  171. }
  172. guard !isLooping.value else {
  173. warning(.apsManager, "Loop already in progress. Skip recommendation.")
  174. return
  175. }
  176. // start background time extension
  177. backGroundTaskID = await UIApplication.shared.beginBackgroundTask(withName: "Loop starting") {
  178. guard let backgroundTask = self.backGroundTaskID else { return }
  179. Task {
  180. UIApplication.shared.endBackgroundTask(backgroundTask)
  181. }
  182. self.backGroundTaskID = .invalid
  183. }
  184. lastLoopStartDate = Date()
  185. var previousLoop = [LoopStatRecord]()
  186. var interval: Double?
  187. do {
  188. try await privateContext.perform {
  189. let requestStats = LoopStatRecord.fetchRequest() as NSFetchRequest<LoopStatRecord>
  190. let sortStats = NSSortDescriptor(key: "end", ascending: false)
  191. requestStats.sortDescriptors = [sortStats]
  192. requestStats.fetchLimit = 1
  193. previousLoop = try self.privateContext.fetch(requestStats)
  194. if (previousLoop.first?.end ?? .distantFuture) < self.lastLoopStartDate {
  195. interval = self.roundDouble(
  196. (self.lastLoopStartDate - (previousLoop.first?.end ?? Date())).timeInterval / 60,
  197. 1
  198. )
  199. }
  200. }
  201. } catch let error as NSError {
  202. debugPrint(
  203. "\(DebuggingIdentifiers.failed) \(#file) \(#function) Failed to fetch the last loop with error: \(error.userInfo)"
  204. )
  205. }
  206. var loopStatRecord = LoopStats(
  207. start: lastLoopStartDate,
  208. loopStatus: "Starting",
  209. interval: interval
  210. )
  211. isLooping.send(true)
  212. do {
  213. if await !determineBasal() {
  214. throw APSError.apsError(message: "Determine basal failed")
  215. }
  216. // Open loop completed
  217. guard settings.closedLoop else {
  218. loopStatRecord.end = Date()
  219. loopStatRecord.duration = roundDouble((loopStatRecord.end! - loopStatRecord.start).timeInterval / 60, 2)
  220. loopStatRecord.loopStatus = "Success"
  221. await loopCompleted(loopStatRecord: loopStatRecord)
  222. return
  223. }
  224. // Closed loop - enact Determination
  225. try await enactDetermination()
  226. loopStatRecord.end = Date()
  227. loopStatRecord.duration = roundDouble((loopStatRecord.end! - loopStatRecord.start).timeInterval / 60, 2)
  228. loopStatRecord.loopStatus = "Success"
  229. await loopCompleted(loopStatRecord: loopStatRecord)
  230. } catch {
  231. loopStatRecord.end = Date()
  232. loopStatRecord.duration = roundDouble((loopStatRecord.end! - loopStatRecord.start).timeInterval / 60, 2)
  233. loopStatRecord.loopStatus = error.localizedDescription
  234. await loopCompleted(error: error, loopStatRecord: loopStatRecord)
  235. }
  236. if let nightscoutManager = nightscout {
  237. await nightscoutManager.uploadCarbs()
  238. await nightscoutManager.uploadPumpHistory()
  239. await nightscoutManager.uploadOverrides()
  240. await nightscoutManager.uploadTempTargets()
  241. }
  242. // End background task after all the operations are completed
  243. if let backgroundTask = self.backGroundTaskID {
  244. await UIApplication.shared.endBackgroundTask(backgroundTask)
  245. self.backGroundTaskID = .invalid
  246. }
  247. }
  248. }
  249. // Loop exit point
  250. private func loopCompleted(error: Error? = nil, loopStatRecord: LoopStats) async {
  251. isLooping.send(false)
  252. if let error = error {
  253. warning(.apsManager, "Loop failed with error: \(error.localizedDescription)")
  254. if let backgroundTask = backGroundTaskID {
  255. await UIApplication.shared.endBackgroundTask(backgroundTask)
  256. backGroundTaskID = .invalid
  257. }
  258. processError(error)
  259. } else {
  260. debug(.apsManager, "Loop succeeded")
  261. lastLoopDate = Date()
  262. lastError.send(nil)
  263. }
  264. loopStats(loopStatRecord: loopStatRecord)
  265. if settings.closedLoop {
  266. await reportEnacted(wasEnacted: error == nil)
  267. }
  268. // End of the BG tasks
  269. if let backgroundTask = backGroundTaskID {
  270. await UIApplication.shared.endBackgroundTask(backgroundTask)
  271. backGroundTaskID = .invalid
  272. }
  273. }
  274. private func verifyStatus() -> Error? {
  275. guard let pump = pumpManager else {
  276. return APSError.invalidPumpState(message: "Pump not set")
  277. }
  278. let status = pump.status.pumpStatus
  279. guard !status.bolusing else {
  280. return APSError.invalidPumpState(message: "Pump is bolusing")
  281. }
  282. guard !status.suspended else {
  283. return APSError.invalidPumpState(message: "Pump suspended")
  284. }
  285. let reservoir = storage.retrieve(OpenAPS.Monitor.reservoir, as: Decimal.self) ?? 100
  286. guard reservoir >= 0 else {
  287. return APSError.invalidPumpState(message: "Reservoir is empty")
  288. }
  289. return nil
  290. }
  291. func autosense() async throws -> Bool {
  292. guard let autosense = await storage.retrieveAsync(OpenAPS.Settings.autosense, as: Autosens.self),
  293. (autosense.timestamp ?? .distantPast).addingTimeInterval(30.minutes.timeInterval) > Date()
  294. else {
  295. let result = try await openAPS.autosense()
  296. return result != nil
  297. }
  298. return false
  299. }
  300. func determineBasal() async -> Bool {
  301. debug(.apsManager, "Start determine basal")
  302. // Fetch glucose asynchronously
  303. let glucose = await fetchGlucose(predicate: NSPredicate.predicateForOneHourAgo, fetchLimit: 6)
  304. // Perform the context-related checks and actions
  305. let isValidGlucoseData = await privateContext.perform {
  306. guard glucose.count > 2 else {
  307. debug(.apsManager, "Not enough glucose data")
  308. self.processError(APSError.glucoseError(message: "Not enough glucose data"))
  309. return false
  310. }
  311. let dateOfLastGlucose = glucose.first?.date
  312. guard dateOfLastGlucose ?? Date() >= Date().addingTimeInterval(-12.minutes.timeInterval) else {
  313. debug(.apsManager, "Glucose data is stale")
  314. self.processError(APSError.glucoseError(message: "Glucose data is stale"))
  315. return false
  316. }
  317. guard !GlucoseStored.glucoseIsFlat(glucose) else {
  318. debug(.apsManager, "Glucose data is too flat")
  319. self.processError(APSError.glucoseError(message: "Glucose data is too flat"))
  320. return false
  321. }
  322. return true
  323. }
  324. guard isValidGlucoseData else {
  325. debug(.apsManager, "Glucose validation failed")
  326. processError(APSError.glucoseError(message: "Glucose validation failed"))
  327. return false
  328. }
  329. do {
  330. let now = Date()
  331. // Start fetching asynchronously
  332. let (currentTemp, _, _, _) = try await (
  333. fetchCurrentTempBasal(date: now),
  334. makeProfiles(),
  335. autosense(),
  336. dailyAutotune()
  337. )
  338. // Determine basal using the fetched temp and current time
  339. let determination = try await openAPS.determineBasal(currentTemp: currentTemp, clock: now)
  340. if let determination = determination {
  341. DispatchQueue.main.async {
  342. self.broadcaster.notify(DeterminationObserver.self, on: .main) {
  343. $0.determinationDidUpdate(determination)
  344. }
  345. }
  346. return true
  347. } else {
  348. return false
  349. }
  350. } catch {
  351. debug(.apsManager, "Error determining basal: \(error)")
  352. return false
  353. }
  354. }
  355. func determineBasalSync() async {
  356. _ = await determineBasal()
  357. }
  358. func simulateDetermineBasal(carbs: Decimal, iob: Decimal) async -> Determination? {
  359. do {
  360. let temp = await fetchCurrentTempBasal(date: Date.now)
  361. return try await openAPS.determineBasal(currentTemp: temp, clock: Date(), carbs: carbs, iob: iob, simulation: true)
  362. } catch {
  363. debugPrint(
  364. "\(DebuggingIdentifiers.failed) \(#file) \(#function) Error occurred in invokeDummyDetermineBasalSync: \(error)"
  365. )
  366. return nil
  367. }
  368. }
  369. func makeProfiles() async throws -> Bool {
  370. let tunedProfile = await openAPS.makeProfiles(useAutotune: settings.useAutotune)
  371. if let basalProfile = tunedProfile?.basalProfile {
  372. processQueue.async {
  373. self.broadcaster.notify(BasalProfileObserver.self, on: self.processQueue) {
  374. $0.basalProfileDidChange(basalProfile)
  375. }
  376. }
  377. }
  378. return tunedProfile != nil
  379. }
  380. func roundBolus(amount: Decimal) -> Decimal {
  381. guard let pump = pumpManager else { return amount }
  382. let rounded = Decimal(pump.roundToSupportedBolusVolume(units: Double(amount)))
  383. let maxBolus = Decimal(pump.roundToSupportedBolusVolume(units: Double(settingsManager.pumpSettings.maxBolus)))
  384. return min(rounded, maxBolus)
  385. }
  386. private var bolusReporter: DoseProgressReporter?
  387. func enactBolus(amount: Double, isSMB: Bool) async {
  388. if amount <= 0 {
  389. return
  390. }
  391. if let error = verifyStatus() {
  392. processError(error)
  393. processQueue.async {
  394. self.broadcaster.notify(BolusFailureObserver.self, on: self.processQueue) {
  395. $0.bolusDidFail()
  396. }
  397. }
  398. return
  399. }
  400. guard let pump = pumpManager else { return }
  401. let roundedAmount = pump.roundToSupportedBolusVolume(units: amount)
  402. debug(.apsManager, "Enact bolus \(roundedAmount), manual \(!isSMB)")
  403. do {
  404. try await pump.enactBolus(units: roundedAmount, automatic: isSMB)
  405. debug(.apsManager, "Bolus succeeded")
  406. if !isSMB {
  407. await determineBasalSync()
  408. }
  409. bolusProgress.send(0)
  410. } catch {
  411. warning(.apsManager, "Bolus failed with error: \(error.localizedDescription)")
  412. processError(APSError.pumpError(error))
  413. if !isSMB {
  414. processQueue.async {
  415. self.broadcaster.notify(BolusFailureObserver.self, on: self.processQueue) {
  416. $0.bolusDidFail()
  417. }
  418. }
  419. }
  420. }
  421. }
  422. func cancelBolus() async {
  423. guard let pump = pumpManager, pump.status.pumpStatus.bolusing else { return }
  424. debug(.apsManager, "Cancel bolus")
  425. do {
  426. _ = try await pump.cancelBolus()
  427. debug(.apsManager, "Bolus cancelled")
  428. } catch {
  429. debug(.apsManager, "Bolus cancellation failed with error: \(error.localizedDescription)")
  430. processError(APSError.pumpError(error))
  431. }
  432. bolusReporter?.removeObserver(self)
  433. bolusReporter = nil
  434. bolusProgress.send(nil)
  435. }
  436. func enactTempBasal(rate: Double, duration: TimeInterval) async {
  437. if let error = verifyStatus() {
  438. processError(error)
  439. return
  440. }
  441. guard let pump = pumpManager else { return }
  442. // unable to do temp basal during manual temp basal 😁
  443. if isManualTempBasal {
  444. processError(APSError.manualBasalTemp(message: "Loop not possible during the manual basal temp"))
  445. return
  446. }
  447. debug(.apsManager, "Enact temp basal \(rate) - \(duration)")
  448. let roundedAmout = pump.roundToSupportedBasalRate(unitsPerHour: rate)
  449. do {
  450. try await pump.enactTempBasal(unitsPerHour: roundedAmout, for: duration)
  451. debug(.apsManager, "Temp Basal succeeded")
  452. } catch {
  453. debug(.apsManager, "Temp Basal failed with error: \(error.localizedDescription)")
  454. processError(APSError.pumpError(error))
  455. }
  456. }
  457. func dailyAutotune() async throws -> Bool {
  458. guard settings.useAutotune else {
  459. return false
  460. }
  461. let now = Date()
  462. guard lastAutotuneDate.isBeforeDate(now, granularity: .day) else {
  463. return false
  464. }
  465. lastAutotuneDate = now
  466. let result = await autotune()
  467. return result != nil
  468. }
  469. func autotune() async -> Autotune? {
  470. await openAPS.autotune()
  471. }
  472. private func fetchCurrentTempBasal(date: Date) async -> TempBasal {
  473. let results = await CoreDataStack.shared.fetchEntitiesAsync(
  474. ofType: PumpEventStored.self,
  475. onContext: privateContext,
  476. predicate: NSPredicate.recentPumpHistory,
  477. key: "timestamp",
  478. ascending: false,
  479. fetchLimit: 1
  480. )
  481. let fetchedTempBasal = await privateContext.perform {
  482. guard let fetchedResults = results as? [PumpEventStored],
  483. let tempBasalEvent = fetchedResults.first,
  484. let tempBasal = tempBasalEvent.tempBasal,
  485. let eventTimestamp = tempBasalEvent.timestamp
  486. else {
  487. return TempBasal(duration: 0, rate: 0, temp: .absolute, timestamp: date)
  488. }
  489. let delta = Int((date.timeIntervalSince1970 - eventTimestamp.timeIntervalSince1970) / 60)
  490. let duration = max(0, Int(tempBasal.duration) - delta)
  491. let rate = tempBasal.rate as? Decimal ?? 0
  492. return TempBasal(duration: duration, rate: rate, temp: .absolute, timestamp: date)
  493. }
  494. guard let state = pumpManager?.status.basalDeliveryState else { return fetchedTempBasal }
  495. switch state {
  496. case .active:
  497. return TempBasal(duration: 0, rate: 0, temp: .absolute, timestamp: date)
  498. case let .tempBasal(dose):
  499. let rate = Decimal(dose.unitsPerHour)
  500. let durationMin = max(0, Int((dose.endDate.timeIntervalSince1970 - date.timeIntervalSince1970) / 60))
  501. return TempBasal(duration: durationMin, rate: rate, temp: .absolute, timestamp: date)
  502. default:
  503. return fetchedTempBasal
  504. }
  505. }
  506. private func enactDetermination() async throws {
  507. guard let determinationID = await determinationStorage
  508. .fetchLastDeterminationObjectID(predicate: NSPredicate.predicateFor30MinAgoForDetermination).first
  509. else {
  510. throw APSError.apsError(message: "Determination not found")
  511. }
  512. guard let pump = pumpManager else {
  513. throw APSError.apsError(message: "Pump not set")
  514. }
  515. // Unable to do temp basal during manual temp basal 😁
  516. if isManualTempBasal {
  517. throw APSError.manualBasalTemp(message: "Loop not possible during the manual basal temp")
  518. }
  519. let (rateDecimal, durationInSeconds, smbToDeliver) = try await setValues(determinationID: determinationID)
  520. if let rate = rateDecimal, let duration = durationInSeconds {
  521. try await performBasal(pump: pump, rate: rate, duration: duration)
  522. }
  523. // only perform a bolus if smbToDeliver is > 0
  524. if let smb = smbToDeliver, smb.compare(NSDecimalNumber(value: 0)) == .orderedDescending {
  525. try await performBolus(pump: pump, smbToDeliver: smb)
  526. }
  527. }
  528. private func setValues(determinationID: NSManagedObjectID) async throws
  529. -> (NSDecimalNumber?, TimeInterval?, NSDecimalNumber?)
  530. {
  531. return try await privateContext.perform {
  532. do {
  533. let determination = try self.privateContext.existingObject(with: determinationID) as? OrefDetermination
  534. let rate = determination?.rate
  535. let duration = determination?.duration.flatMap { TimeInterval(truncating: $0) * 60 }
  536. let smbToDeliver = determination?.smbToDeliver ?? 0
  537. return (rate, duration, smbToDeliver)
  538. } catch {
  539. throw error
  540. }
  541. }
  542. }
  543. private func performBasal(pump: PumpManager, rate: NSDecimalNumber, duration: TimeInterval) async throws {
  544. try await pump.enactTempBasal(unitsPerHour: Double(truncating: rate), for: duration)
  545. }
  546. private func performBolus(pump: PumpManager, smbToDeliver: NSDecimalNumber) async throws {
  547. try await pump.enactBolus(units: Double(truncating: smbToDeliver), automatic: true)
  548. bolusProgress.send(0)
  549. }
  550. private func reportEnacted(wasEnacted: Bool) async {
  551. guard let determinationID = await determinationStorage
  552. .fetchLastDeterminationObjectID(predicate: NSPredicate.predicateFor30MinAgoForDetermination).first
  553. else {
  554. return
  555. }
  556. await privateContext.perform {
  557. if let determinationUpdated = self.privateContext.object(with: determinationID) as? OrefDetermination {
  558. determinationUpdated.timestamp = Date()
  559. determinationUpdated.enacted = wasEnacted
  560. determinationUpdated.isUploadedToNS = false
  561. do {
  562. guard self.privateContext.hasChanges else { return }
  563. try self.privateContext.save()
  564. debugPrint("Update successful in reportEnacted() \(DebuggingIdentifiers.succeeded)")
  565. } catch {
  566. debugPrint(
  567. "Failed \(DebuggingIdentifiers.succeeded) to save context in reportEnacted(): \(error.localizedDescription)"
  568. )
  569. }
  570. debug(.apsManager, "Determination enacted. Enacted: \(wasEnacted)")
  571. Task.detached(priority: .low) {
  572. await self.statistics()
  573. }
  574. } else {
  575. debugPrint("Failed to update OrefDetermination in reportEnacted()")
  576. }
  577. }
  578. }
  579. private func roundDecimal(_ decimal: Decimal, _ digits: Double) -> Decimal {
  580. let rounded = round(Double(decimal) * pow(10, digits)) / pow(10, digits)
  581. return Decimal(rounded)
  582. }
  583. private func roundDouble(_ double: Double, _ digits: Double) -> Double {
  584. let rounded = round(Double(double) * pow(10, digits)) / pow(10, digits)
  585. return rounded
  586. }
  587. private func medianCalculationDouble(array: [Double]) -> Double {
  588. guard !array.isEmpty else {
  589. return 0
  590. }
  591. let sorted = array.sorted()
  592. let length = array.count
  593. if length % 2 == 0 {
  594. return (sorted[length / 2 - 1] + sorted[length / 2]) / 2
  595. }
  596. return sorted[length / 2]
  597. }
  598. private func medianCalculation(array: [Int]) -> Double {
  599. guard !array.isEmpty else {
  600. return 0
  601. }
  602. let sorted = array.sorted()
  603. let length = array.count
  604. if length % 2 == 0 {
  605. return Double((sorted[length / 2 - 1] + sorted[length / 2]) / 2)
  606. }
  607. return Double(sorted[length / 2])
  608. }
  609. private func tir(_ glucose: [GlucoseStored]) -> (TIR: Double, hypos: Double, hypers: Double, normal_: Double) {
  610. privateContext.perform {
  611. let justGlucoseArray = glucose.compactMap({ each in Int(each.glucose as Int16) })
  612. let totalReadings = justGlucoseArray.count
  613. let highLimit = settingsManager.settings.high
  614. let lowLimit = settingsManager.settings.low
  615. let hyperArray = glucose.filter({ $0.glucose >= Int(highLimit) })
  616. let hyperReadings = hyperArray.compactMap({ each in each.glucose as Int16 }).count
  617. let hyperPercentage = Double(hyperReadings) / Double(totalReadings) * 100
  618. let hypoArray = glucose.filter({ $0.glucose <= Int(lowLimit) })
  619. let hypoReadings = hypoArray.compactMap({ each in each.glucose as Int16 }).count
  620. let hypoPercentage = Double(hypoReadings) / Double(totalReadings) * 100
  621. // Euglyccemic range
  622. let normalArray = glucose.filter({ $0.glucose >= 70 && $0.glucose <= 140 })
  623. let normalReadings = normalArray.compactMap({ each in each.glucose as Int16 }).count
  624. let normalPercentage = Double(normalReadings) / Double(totalReadings) * 100
  625. // TIR
  626. let tir = 100 - (hypoPercentage + hyperPercentage)
  627. return (
  628. roundDouble(tir, 1),
  629. roundDouble(hypoPercentage, 1),
  630. roundDouble(hyperPercentage, 1),
  631. roundDouble(normalPercentage, 1)
  632. )
  633. }
  634. }
  635. private func glucoseStats(_ fetchedGlucose: [GlucoseStored])
  636. -> (ifcc: Double, ngsp: Double, average: Double, median: Double, sd: Double, cv: Double, readings: Double)
  637. {
  638. let glucose = fetchedGlucose
  639. // First date
  640. let last = glucose.last?.date ?? Date()
  641. // Last date (recent)
  642. let first = glucose.first?.date ?? Date()
  643. // Total time in days
  644. let numberOfDays = (first - last).timeInterval / 8.64E4
  645. let denominator = numberOfDays < 1 ? 1 : numberOfDays
  646. let justGlucoseArray = glucose.compactMap({ each in Int(each.glucose as Int16) })
  647. let sumReadings = justGlucoseArray.reduce(0, +)
  648. let countReadings = justGlucoseArray.count
  649. let glucoseAverage = Double(sumReadings) / Double(countReadings)
  650. let medianGlucose = medianCalculation(array: justGlucoseArray)
  651. var NGSPa1CStatisticValue = 0.0
  652. var IFCCa1CStatisticValue = 0.0
  653. NGSPa1CStatisticValue = (glucoseAverage + 46.7) / 28.7 // NGSP (%)
  654. IFCCa1CStatisticValue = 10.929 *
  655. (NGSPa1CStatisticValue - 2.152) // IFCC (mmol/mol) A1C(mmol/mol) = 10.929 * (A1C(%) - 2.15)
  656. var sumOfSquares = 0.0
  657. for array in justGlucoseArray {
  658. sumOfSquares += pow(Double(array) - Double(glucoseAverage), 2)
  659. }
  660. var sd = 0.0
  661. var cv = 0.0
  662. // Avoid division by zero
  663. if glucoseAverage > 0 {
  664. sd = sqrt(sumOfSquares / Double(countReadings))
  665. cv = sd / Double(glucoseAverage) * 100
  666. }
  667. let conversionFactor = 0.0555
  668. let units = settingsManager.settings.units
  669. var output: (ifcc: Double, ngsp: Double, average: Double, median: Double, sd: Double, cv: Double, readings: Double)
  670. output = (
  671. ifcc: IFCCa1CStatisticValue,
  672. ngsp: NGSPa1CStatisticValue,
  673. average: glucoseAverage * (units == .mmolL ? conversionFactor : 1),
  674. median: medianGlucose * (units == .mmolL ? conversionFactor : 1),
  675. sd: sd * (units == .mmolL ? conversionFactor : 1), cv: cv,
  676. readings: Double(countReadings) / denominator
  677. )
  678. return output
  679. }
  680. private func loops(_ fetchedLoops: [LoopStatRecord]) -> Loops {
  681. let loops = fetchedLoops
  682. // First date
  683. let previous = loops.last?.end ?? Date()
  684. // Last date (recent)
  685. let current = loops.first?.start ?? Date()
  686. // Total time in days
  687. let totalTime = (current - previous).timeInterval / 8.64E4
  688. //
  689. let durationArray = loops.compactMap({ each in each.duration })
  690. let durationArrayCount = durationArray.count
  691. let durationAverage = durationArray.reduce(0, +) / Double(durationArrayCount) * 60
  692. let medianDuration = medianCalculationDouble(array: durationArray) * 60
  693. let max_duration = (durationArray.max() ?? 0) * 60
  694. let min_duration = (durationArray.min() ?? 0) * 60
  695. let successsNR = loops.compactMap({ each in each.loopStatus }).filter({ each in each!.contains("Success") }).count
  696. let errorNR = durationArrayCount - successsNR
  697. let total = Double(successsNR + errorNR) == 0 ? 1 : Double(successsNR + errorNR)
  698. let successRate: Double? = (Double(successsNR) / total) * 100
  699. let loopNr = totalTime <= 1 ? total : round(total / (totalTime != 0 ? totalTime : 1))
  700. let intervalArray = loops.compactMap({ each in each.interval as Double })
  701. let count = intervalArray.count != 0 ? intervalArray.count : 1
  702. let median_interval = medianCalculationDouble(array: intervalArray)
  703. let intervalAverage = intervalArray.reduce(0, +) / Double(count)
  704. let maximumInterval = intervalArray.max()
  705. let minimumInterval = intervalArray.min()
  706. //
  707. let output = Loops(
  708. loops: Int(loopNr),
  709. errors: errorNR,
  710. success_rate: roundDecimal(Decimal(successRate ?? 0), 1),
  711. avg_interval: roundDecimal(Decimal(intervalAverage), 1),
  712. median_interval: roundDecimal(Decimal(median_interval), 1),
  713. min_interval: roundDecimal(Decimal(minimumInterval ?? 0), 1),
  714. max_interval: roundDecimal(Decimal(maximumInterval ?? 0), 1),
  715. avg_duration: roundDecimal(Decimal(durationAverage), 1),
  716. median_duration: roundDecimal(Decimal(medianDuration), 1),
  717. min_duration: roundDecimal(Decimal(min_duration), 1),
  718. max_duration: roundDecimal(Decimal(max_duration), 1)
  719. )
  720. return output
  721. }
  722. // fetch glucose for time interval
  723. func fetchGlucose(predicate: NSPredicate, fetchLimit: Int? = nil, batchSize: Int? = nil) async -> [GlucoseStored] {
  724. let results = await CoreDataStack.shared.fetchEntitiesAsync(
  725. ofType: GlucoseStored.self,
  726. onContext: privateContext,
  727. predicate: predicate,
  728. key: "date",
  729. ascending: false,
  730. fetchLimit: fetchLimit,
  731. batchSize: batchSize
  732. )
  733. return await privateContext.perform {
  734. guard let glucoseResults = results as? [GlucoseStored] else {
  735. return []
  736. }
  737. return glucoseResults
  738. }
  739. }
  740. // TODO: - Refactor this whole shit here...
  741. // Add to statistics.JSON for upload to NS.
  742. private func statistics() async {
  743. let now = Date()
  744. if settingsManager.settings.uploadStats != nil {
  745. let hour = Calendar.current.component(.hour, from: now)
  746. guard hour > 20 else {
  747. return
  748. }
  749. // MARK: - Core Data related
  750. async let glucoseStats = glucoseForStats()
  751. async let lastLoopForStats = lastLoopForStats()
  752. async let carbTotal = carbsForStats()
  753. async let preferences = settingsManager.preferences
  754. let loopStats = await loopStats(oneDayGlucose: await glucoseStats.oneDayGlucose.readings)
  755. // Only save and upload once per day
  756. guard (-1 * (await lastLoopForStats ?? .distantPast).timeIntervalSinceNow.hours) > 22 else { return }
  757. let units = settingsManager.settings.units
  758. // MARK: - Not Core Data related stuff
  759. let pref = await preferences
  760. var algo_ = "Oref0"
  761. if pref.sigmoid, pref.enableDynamicCR {
  762. algo_ = "Dynamic ISF + CR: Sigmoid"
  763. } else if pref.sigmoid, !pref.enableDynamicCR {
  764. algo_ = "Dynamic ISF: Sigmoid"
  765. } else if pref.useNewFormula, pref.enableDynamicCR {
  766. algo_ = "Dynamic ISF + CR: Logarithmic"
  767. } else if pref.useNewFormula, !pref.sigmoid,!pref.enableDynamicCR {
  768. algo_ = "Dynamic ISF: Logarithmic"
  769. }
  770. let af = pref.adjustmentFactor
  771. let insulin_type = pref.curve
  772. // let buildDate = Bundle.main.buildDate // TODO: fix this
  773. let version = Bundle.main.releaseVersionNumber
  774. let build = Bundle.main.buildVersionNumber
  775. // Read branch information from branch.txt instead of infoDictionary
  776. var branch = "Unknown"
  777. if let branchFileURL = Bundle.main.url(forResource: "branch", withExtension: "txt"),
  778. let branchFileContent = try? String(contentsOf: branchFileURL)
  779. {
  780. let lines = branchFileContent.components(separatedBy: .newlines)
  781. for line in lines {
  782. let components = line.components(separatedBy: "=")
  783. if components.count == 2 {
  784. let key = components[0].trimmingCharacters(in: .whitespaces)
  785. let value = components[1].trimmingCharacters(in: .whitespaces)
  786. if key == "BRANCH" {
  787. branch = value
  788. break
  789. }
  790. }
  791. }
  792. } else {
  793. branch = "Unknown"
  794. }
  795. let copyrightNotice_ = Bundle.main.infoDictionary?["NSHumanReadableCopyright"] as? String ?? ""
  796. let pump_ = pumpManager?.localizedTitle ?? ""
  797. let cgm = settingsManager.settings.cgm
  798. let file = OpenAPS.Monitor.statistics
  799. var iPa: Decimal = 75
  800. if pref.useCustomPeakTime {
  801. iPa = pref.insulinPeakTime
  802. } else if pref.curve.rawValue == "rapid-acting" {
  803. iPa = 65
  804. } else if pref.curve.rawValue == "ultra-rapid" {
  805. iPa = 50
  806. }
  807. // Insulin placeholder
  808. let insulin = Ins(
  809. TDD: 0,
  810. bolus: 0,
  811. temp_basal: 0,
  812. scheduled_basal: 0,
  813. total_average: 0
  814. )
  815. let processedGlucoseStats = await glucoseStats
  816. let hbA1cDisplayUnit = processedGlucoseStats.hbA1cDisplayUnit
  817. let dailystat = await Statistics(
  818. created_at: Date(),
  819. iPhone: UIDevice.current.getDeviceId,
  820. iOS: UIDevice.current.getOSInfo,
  821. Build_Version: version ?? "",
  822. Build_Number: build ?? "1",
  823. Branch: branch,
  824. CopyRightNotice: String(copyrightNotice_.prefix(32)),
  825. Build_Date: Date(), // TODO: fix this
  826. Algorithm: algo_,
  827. AdjustmentFactor: af,
  828. Pump: pump_,
  829. CGM: cgm.rawValue,
  830. insulinType: insulin_type.rawValue,
  831. peakActivityTime: iPa,
  832. Carbs_24h: await carbTotal,
  833. GlucoseStorage_Days: Decimal(roundDouble(processedGlucoseStats.numberofDays, 1)),
  834. Statistics: Stats(
  835. Distribution: processedGlucoseStats.TimeInRange,
  836. Glucose: processedGlucoseStats.avg,
  837. HbA1c: processedGlucoseStats.hbs,
  838. Units: Units(Glucose: units.rawValue, HbA1c: hbA1cDisplayUnit.rawValue),
  839. LoopCycles: loopStats,
  840. Insulin: insulin,
  841. Variance: processedGlucoseStats.variance
  842. )
  843. )
  844. storage.save(dailystat, as: file)
  845. await saveStatsToCoreData()
  846. }
  847. }
  848. private func saveStatsToCoreData() async {
  849. await privateContext.perform {
  850. let saveStatsCoreData = StatsData(context: self.privateContext)
  851. saveStatsCoreData.lastrun = Date()
  852. do {
  853. guard self.privateContext.hasChanges else { return }
  854. try self.privateContext.save()
  855. } catch {
  856. print(error.localizedDescription)
  857. }
  858. }
  859. }
  860. private func lastLoopForStats() async -> Date? {
  861. let requestStats = StatsData.fetchRequest() as NSFetchRequest<StatsData>
  862. let sortStats = NSSortDescriptor(key: "lastrun", ascending: false)
  863. requestStats.sortDescriptors = [sortStats]
  864. requestStats.fetchLimit = 1
  865. return await privateContext.perform {
  866. do {
  867. return try self.privateContext.fetch(requestStats).first?.lastrun
  868. } catch {
  869. print(error.localizedDescription)
  870. return .distantPast
  871. }
  872. }
  873. }
  874. private func carbsForStats() async -> Decimal {
  875. let requestCarbs = CarbEntryStored.fetchRequest() as NSFetchRequest<CarbEntryStored>
  876. let daysAgo = Date().addingTimeInterval(-1.days.timeInterval)
  877. requestCarbs.predicate = NSPredicate(format: "carbs > 0 AND date > %@", daysAgo as NSDate)
  878. requestCarbs.sortDescriptors = [NSSortDescriptor(key: "date", ascending: true)]
  879. return await privateContext.perform {
  880. do {
  881. let carbs = try self.privateContext.fetch(requestCarbs)
  882. debugPrint(
  883. "APSManager: statistics() -> \(CoreDataStack.identifier) \(DebuggingIdentifiers.succeeded) fetched carbs"
  884. )
  885. return carbs.reduce(0) { sum, meal in
  886. let mealCarbs = Decimal(string: "\(meal.carbs)") ?? Decimal.zero
  887. return sum + mealCarbs
  888. }
  889. } catch {
  890. debugPrint(
  891. "APSManager: statistics() -> \(CoreDataStack.identifier) \(DebuggingIdentifiers.failed) error while fetching carbs"
  892. )
  893. return 0
  894. }
  895. }
  896. }
  897. private func loopStats(oneDayGlucose: Double) async -> LoopCycles {
  898. let requestLSR = LoopStatRecord.fetchRequest() as NSFetchRequest<LoopStatRecord>
  899. requestLSR.predicate = NSPredicate(
  900. format: "interval > 0 AND start > %@",
  901. Date().addingTimeInterval(-24.hours.timeInterval) as NSDate
  902. )
  903. let sortLSR = NSSortDescriptor(key: "start", ascending: false)
  904. requestLSR.sortDescriptors = [sortLSR]
  905. return await privateContext.perform {
  906. do {
  907. let lsr = try self.privateContext.fetch(requestLSR)
  908. // Compute LoopStats for 24 hours
  909. let oneDayLoops = self.loops(lsr)
  910. return LoopCycles(
  911. loops: oneDayLoops.loops,
  912. errors: oneDayLoops.errors,
  913. readings: Int(oneDayGlucose),
  914. success_rate: oneDayLoops.success_rate,
  915. avg_interval: oneDayLoops.avg_interval,
  916. median_interval: oneDayLoops.median_interval,
  917. min_interval: oneDayLoops.min_interval,
  918. max_interval: oneDayLoops.max_interval,
  919. avg_duration: oneDayLoops.avg_duration,
  920. median_duration: oneDayLoops.median_duration,
  921. min_duration: oneDayLoops.max_duration,
  922. max_duration: oneDayLoops.max_duration
  923. )
  924. } catch {
  925. debugPrint(
  926. "\(DebuggingIdentifiers.failed) \(#file) \(#function) Failed to get Loop statistics for Statistics Upload"
  927. )
  928. return LoopCycles(
  929. loops: 0,
  930. errors: 0,
  931. readings: 0,
  932. success_rate: 0,
  933. avg_interval: 0,
  934. median_interval: 0,
  935. min_interval: 0,
  936. max_interval: 0,
  937. avg_duration: 0,
  938. median_duration: 0,
  939. min_duration: 0,
  940. max_duration: 0
  941. )
  942. }
  943. }
  944. }
  945. private func tddForStats() async -> (currentTDD: Decimal, tddTotalAverage: Decimal) {
  946. let requestTDD = OrefDetermination.fetchRequest() as NSFetchRequest<NSFetchRequestResult>
  947. let sort = NSSortDescriptor(key: "timestamp", ascending: false)
  948. let daysOf14Ago = Date().addingTimeInterval(-14.days.timeInterval)
  949. requestTDD.predicate = NSPredicate(format: "timestamp > %@", daysOf14Ago as NSDate)
  950. requestTDD.sortDescriptors = [sort]
  951. requestTDD.propertiesToFetch = ["timestamp", "totalDailyDose"]
  952. requestTDD.resultType = .dictionaryResultType
  953. var currentTDD: Decimal = 0
  954. var tddTotalAverage: Decimal = 0
  955. let results = await privateContext.perform {
  956. do {
  957. let fetchedResults = try self.privateContext.fetch(requestTDD) as? [[String: Any]]
  958. return fetchedResults ?? []
  959. } catch {
  960. debugPrint("\(DebuggingIdentifiers.failed) \(#file) \(#function) Failed to get TDD Data for Statistics Upload")
  961. return []
  962. }
  963. }
  964. if !results.isEmpty {
  965. if let latestTDD = results.first?["totalDailyDose"] as? NSDecimalNumber {
  966. currentTDD = latestTDD.decimalValue
  967. }
  968. let tddArray = results.compactMap { ($0["totalDailyDose"] as? NSDecimalNumber)?.decimalValue }
  969. if !tddArray.isEmpty {
  970. tddTotalAverage = tddArray.reduce(0, +) / Decimal(tddArray.count)
  971. }
  972. }
  973. return (currentTDD, tddTotalAverage)
  974. }
  975. private func glucoseForStats() async
  976. -> (
  977. oneDayGlucose: (
  978. ifcc: Double,
  979. ngsp: Double,
  980. average: Double,
  981. median: Double,
  982. sd: Double,
  983. cv: Double,
  984. readings: Double
  985. ),
  986. hbA1cDisplayUnit: HbA1cDisplayUnit,
  987. numberofDays: Double,
  988. TimeInRange: TIRs,
  989. avg: Averages,
  990. hbs: Durations,
  991. variance: Variance
  992. )
  993. {
  994. // Get the Glucose Values
  995. let glucose24h = await fetchGlucose(predicate: NSPredicate.predicateForOneDayAgo, fetchLimit: 288, batchSize: 50)
  996. let glucoseOneWeek = await fetchGlucose(
  997. predicate: NSPredicate.predicateForOneWeek,
  998. fetchLimit: 288 * 7,
  999. batchSize: 250
  1000. )
  1001. let glucoseOneMonth = await fetchGlucose(
  1002. predicate: NSPredicate.predicateForOneMonth,
  1003. fetchLimit: 288 * 7 * 30,
  1004. batchSize: 500
  1005. )
  1006. let glucoseThreeMonths = await fetchGlucose(
  1007. predicate: NSPredicate.predicateForThreeMonths,
  1008. fetchLimit: 288 * 7 * 30 * 3,
  1009. batchSize: 1000
  1010. )
  1011. var result: (
  1012. oneDayGlucose: (
  1013. ifcc: Double,
  1014. ngsp: Double,
  1015. average: Double,
  1016. median: Double,
  1017. sd: Double,
  1018. cv: Double,
  1019. readings: Double
  1020. ),
  1021. hbA1cDisplayUnit: HbA1cDisplayUnit,
  1022. numberofDays: Double,
  1023. TimeInRange: TIRs,
  1024. avg: Averages,
  1025. hbs: Durations,
  1026. variance: Variance
  1027. )?
  1028. await privateContext.perform {
  1029. let units = self.settingsManager.settings.units
  1030. // First date
  1031. let previous = glucoseThreeMonths.last?.date ?? Date()
  1032. // Last date (recent)
  1033. let current = glucoseThreeMonths.first?.date ?? Date()
  1034. // Total time in days
  1035. let numberOfDays = (current - previous).timeInterval / 8.64E4
  1036. // Get glucose computations for every case
  1037. let oneDayGlucose = self.glucoseStats(glucose24h)
  1038. let sevenDaysGlucose = self.glucoseStats(glucoseOneWeek)
  1039. let thirtyDaysGlucose = self.glucoseStats(glucoseOneMonth)
  1040. let totalDaysGlucose = self.glucoseStats(glucoseThreeMonths)
  1041. let median = Durations(
  1042. day: self.roundDecimal(Decimal(oneDayGlucose.median), 1),
  1043. week: self.roundDecimal(Decimal(sevenDaysGlucose.median), 1),
  1044. month: self.roundDecimal(Decimal(thirtyDaysGlucose.median), 1),
  1045. total: self.roundDecimal(Decimal(totalDaysGlucose.median), 1)
  1046. )
  1047. let hbA1cDisplayUnit = self.settingsManager.settings.hbA1cDisplayUnit
  1048. let hbs = Durations(
  1049. day: ((units == .mmolL && hbA1cDisplayUnit == .mmolMol) || (units == .mgdL && hbA1cDisplayUnit == .percent)) ?
  1050. self.roundDecimal(Decimal(oneDayGlucose.ifcc), 1) : self.roundDecimal(Decimal(oneDayGlucose.ngsp), 1),
  1051. week: ((units == .mmolL && hbA1cDisplayUnit == .mmolMol) || (units == .mgdL && hbA1cDisplayUnit == .percent)) ?
  1052. self.roundDecimal(Decimal(sevenDaysGlucose.ifcc), 1) : self
  1053. .roundDecimal(Decimal(sevenDaysGlucose.ngsp), 1),
  1054. month: ((units == .mmolL && hbA1cDisplayUnit == .mmolMol) || (units == .mgdL && hbA1cDisplayUnit == .percent)) ?
  1055. self.roundDecimal(Decimal(thirtyDaysGlucose.ifcc), 1) : self
  1056. .roundDecimal(Decimal(thirtyDaysGlucose.ngsp), 1),
  1057. total: ((units == .mmolL && hbA1cDisplayUnit == .mmolMol) || (units == .mgdL && hbA1cDisplayUnit == .percent)) ?
  1058. self.roundDecimal(Decimal(totalDaysGlucose.ifcc), 1) : self.roundDecimal(Decimal(totalDaysGlucose.ngsp), 1)
  1059. )
  1060. var oneDay_: (TIR: Double, hypos: Double, hypers: Double, normal_: Double) = (0.0, 0.0, 0.0, 0.0)
  1061. var sevenDays_: (TIR: Double, hypos: Double, hypers: Double, normal_: Double) = (0.0, 0.0, 0.0, 0.0)
  1062. var thirtyDays_: (TIR: Double, hypos: Double, hypers: Double, normal_: Double) = (0.0, 0.0, 0.0, 0.0)
  1063. var totalDays_: (TIR: Double, hypos: Double, hypers: Double, normal_: Double) = (0.0, 0.0, 0.0, 0.0)
  1064. // Get TIR computations for every case
  1065. oneDay_ = self.tir(glucose24h)
  1066. sevenDays_ = self.tir(glucoseOneWeek)
  1067. thirtyDays_ = self.tir(glucoseOneMonth)
  1068. totalDays_ = self.tir(glucoseThreeMonths)
  1069. let tir = Durations(
  1070. day: self.roundDecimal(Decimal(oneDay_.TIR), 1),
  1071. week: self.roundDecimal(Decimal(sevenDays_.TIR), 1),
  1072. month: self.roundDecimal(Decimal(thirtyDays_.TIR), 1),
  1073. total: self.roundDecimal(Decimal(totalDays_.TIR), 1)
  1074. )
  1075. let hypo = Durations(
  1076. day: Decimal(oneDay_.hypos),
  1077. week: Decimal(sevenDays_.hypos),
  1078. month: Decimal(thirtyDays_.hypos),
  1079. total: Decimal(totalDays_.hypos)
  1080. )
  1081. let hyper = Durations(
  1082. day: Decimal(oneDay_.hypers),
  1083. week: Decimal(sevenDays_.hypers),
  1084. month: Decimal(thirtyDays_.hypers),
  1085. total: Decimal(totalDays_.hypers)
  1086. )
  1087. let normal = Durations(
  1088. day: Decimal(oneDay_.normal_),
  1089. week: Decimal(sevenDays_.normal_),
  1090. month: Decimal(thirtyDays_.normal_),
  1091. total: Decimal(totalDays_.normal_)
  1092. )
  1093. let range = Threshold(
  1094. low: units == .mmolL ? self.roundDecimal(self.settingsManager.settings.low.asMmolL, 1) :
  1095. self.roundDecimal(self.settingsManager.settings.low, 0),
  1096. high: units == .mmolL ? self.roundDecimal(self.settingsManager.settings.high.asMmolL, 1) :
  1097. self.roundDecimal(self.settingsManager.settings.high, 0)
  1098. )
  1099. let TimeInRange = TIRs(
  1100. TIR: tir,
  1101. Hypos: hypo,
  1102. Hypers: hyper,
  1103. Threshold: range,
  1104. Euglycemic: normal
  1105. )
  1106. let avgs = Durations(
  1107. day: self.roundDecimal(Decimal(oneDayGlucose.average), 1),
  1108. week: self.roundDecimal(Decimal(sevenDaysGlucose.average), 1),
  1109. month: self.roundDecimal(Decimal(thirtyDaysGlucose.average), 1),
  1110. total: self.roundDecimal(Decimal(totalDaysGlucose.average), 1)
  1111. )
  1112. let avg = Averages(Average: avgs, Median: median)
  1113. // Standard Deviations
  1114. let standardDeviations = Durations(
  1115. day: self.roundDecimal(Decimal(oneDayGlucose.sd), 1),
  1116. week: self.roundDecimal(Decimal(sevenDaysGlucose.sd), 1),
  1117. month: self.roundDecimal(Decimal(thirtyDaysGlucose.sd), 1),
  1118. total: self.roundDecimal(Decimal(totalDaysGlucose.sd), 1)
  1119. )
  1120. // CV = standard deviation / sample mean x 100
  1121. let cvs = Durations(
  1122. day: self.roundDecimal(Decimal(oneDayGlucose.cv), 1),
  1123. week: self.roundDecimal(Decimal(sevenDaysGlucose.cv), 1),
  1124. month: self.roundDecimal(Decimal(thirtyDaysGlucose.cv), 1),
  1125. total: self.roundDecimal(Decimal(totalDaysGlucose.cv), 1)
  1126. )
  1127. let variance = Variance(SD: standardDeviations, CV: cvs)
  1128. result = (oneDayGlucose, hbA1cDisplayUnit, numberOfDays, TimeInRange, avg, hbs, variance)
  1129. }
  1130. return result!
  1131. }
  1132. private func loopStats(loopStatRecord: LoopStats) {
  1133. privateContext.perform {
  1134. let nLS = LoopStatRecord(context: self.privateContext)
  1135. nLS.start = loopStatRecord.start
  1136. nLS.end = loopStatRecord.end ?? Date()
  1137. nLS.loopStatus = loopStatRecord.loopStatus
  1138. nLS.duration = loopStatRecord.duration ?? 0.0
  1139. nLS.interval = loopStatRecord.interval ?? 0.0
  1140. do {
  1141. guard self.privateContext.hasChanges else { return }
  1142. try self.privateContext.save()
  1143. } catch {
  1144. print(error.localizedDescription)
  1145. }
  1146. }
  1147. }
  1148. private func processError(_ error: Error) {
  1149. warning(.apsManager, "\(error.localizedDescription)")
  1150. lastError.send(error)
  1151. }
  1152. private func createBolusReporter() {
  1153. bolusReporter = pumpManager?.createBolusProgressReporter(reportingOn: processQueue)
  1154. bolusReporter?.addObserver(self)
  1155. }
  1156. private func clearBolusReporter() {
  1157. bolusReporter?.removeObserver(self)
  1158. bolusReporter = nil
  1159. processQueue.asyncAfter(deadline: .now() + 0.5) {
  1160. self.bolusProgress.send(nil)
  1161. }
  1162. }
  1163. }
  1164. private extension PumpManager {
  1165. func enactTempBasal(unitsPerHour: Double, for duration: TimeInterval) async throws {
  1166. try await withCheckedThrowingContinuation { (continuation: CheckedContinuation<Void, Error>) in
  1167. self.enactTempBasal(unitsPerHour: unitsPerHour, for: duration) { error in
  1168. if let error = error {
  1169. debug(.apsManager, "Temp basal failed: \(unitsPerHour) for: \(duration)")
  1170. continuation.resume(throwing: error)
  1171. } else {
  1172. debug(.apsManager, "Temp basal succeeded: \(unitsPerHour) for: \(duration)")
  1173. continuation.resume(returning: ())
  1174. }
  1175. }
  1176. }
  1177. }
  1178. func enactBolus(units: Double, automatic: Bool) async throws {
  1179. try await withCheckedThrowingContinuation { (continuation: CheckedContinuation<Void, Error>) in
  1180. let automaticValue = automatic ? BolusActivationType.automatic : BolusActivationType.manualRecommendationAccepted
  1181. self.enactBolus(units: units, activationType: automaticValue) { error in
  1182. if let error = error {
  1183. debug(.apsManager, "Bolus failed: \(units)")
  1184. continuation.resume(throwing: error)
  1185. } else {
  1186. debug(.apsManager, "Bolus succeeded: \(units)")
  1187. continuation.resume(returning: ())
  1188. }
  1189. }
  1190. }
  1191. }
  1192. func cancelBolus() async throws -> DoseEntry? {
  1193. try await withCheckedThrowingContinuation { continuation in
  1194. self.cancelBolus { result in
  1195. switch result {
  1196. case let .success(dose):
  1197. debug(.apsManager, "Cancel Bolus succeeded")
  1198. continuation.resume(returning: dose)
  1199. case let .failure(error):
  1200. debug(.apsManager, "Cancel Bolus failed")
  1201. continuation.resume(throwing: APSError.pumpError(error))
  1202. }
  1203. }
  1204. }
  1205. }
  1206. func suspendDelivery() async throws {
  1207. try await withCheckedThrowingContinuation { (continuation: CheckedContinuation<Void, Error>) in
  1208. self.suspendDelivery { error in
  1209. if let error = error {
  1210. continuation.resume(throwing: error)
  1211. } else {
  1212. continuation.resume()
  1213. }
  1214. }
  1215. }
  1216. }
  1217. func resumeDelivery() async throws {
  1218. try await withCheckedThrowingContinuation { (continuation: CheckedContinuation<Void, Error>) in
  1219. self.resumeDelivery { error in
  1220. if let error = error {
  1221. continuation.resume(throwing: error)
  1222. } else {
  1223. continuation.resume()
  1224. }
  1225. }
  1226. }
  1227. }
  1228. }
  1229. extension BaseAPSManager: PumpManagerStatusObserver {
  1230. func pumpManager(_: PumpManager, didUpdate status: PumpManagerStatus, oldStatus _: PumpManagerStatus) {
  1231. let percent = Int((status.pumpBatteryChargeRemaining ?? 1) * 100)
  1232. privateContext.perform {
  1233. /// only update the last item with the current battery infos instead of saving a new one each time
  1234. let fetchRequest: NSFetchRequest<OpenAPS_Battery> = OpenAPS_Battery.fetchRequest()
  1235. fetchRequest.sortDescriptors = [NSSortDescriptor(key: "date", ascending: false)]
  1236. fetchRequest.predicate = NSPredicate.predicateFor30MinAgo
  1237. fetchRequest.fetchLimit = 1
  1238. do {
  1239. let results = try self.privateContext.fetch(fetchRequest)
  1240. let batteryToStore: OpenAPS_Battery
  1241. if let existingBattery = results.first {
  1242. batteryToStore = existingBattery
  1243. } else {
  1244. batteryToStore = OpenAPS_Battery(context: self.privateContext)
  1245. batteryToStore.id = UUID()
  1246. }
  1247. batteryToStore.date = Date()
  1248. batteryToStore.percent = Int16(percent)
  1249. batteryToStore.voltage = nil
  1250. batteryToStore.status = percent > 10 ? "normal" : "low"
  1251. batteryToStore.display = status.pumpBatteryChargeRemaining != nil
  1252. guard self.privateContext.hasChanges else { return }
  1253. try self.privateContext.save()
  1254. } catch {
  1255. print("Failed to fetch or save battery: \(error.localizedDescription)")
  1256. }
  1257. }
  1258. // TODO: - remove this after ensuring that NS still gets the same infos from Core Data
  1259. storage.save(status.pumpStatus, as: OpenAPS.Monitor.status)
  1260. }
  1261. }
  1262. extension BaseAPSManager: DoseProgressObserver {
  1263. func doseProgressReporterDidUpdate(_ doseProgressReporter: DoseProgressReporter) {
  1264. bolusProgress.send(Decimal(doseProgressReporter.progress.percentComplete))
  1265. if doseProgressReporter.progress.isComplete {
  1266. clearBolusReporter()
  1267. }
  1268. }
  1269. }
  1270. extension PumpManagerStatus {
  1271. var pumpStatus: PumpStatus {
  1272. let bolusing = bolusState != .noBolus
  1273. let suspended = basalDeliveryState?.isSuspended ?? true
  1274. let type = suspended ? StatusType.suspended : (bolusing ? .bolusing : .normal)
  1275. return PumpStatus(status: type, bolusing: bolusing, suspended: suspended, timestamp: Date())
  1276. }
  1277. }