APSManager.swift 63 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. func enactAnnouncement(_ announcement: Announcement)
  31. }
  32. enum APSError: LocalizedError {
  33. case pumpError(Error)
  34. case invalidPumpState(message: String)
  35. case glucoseError(message: String)
  36. case apsError(message: String)
  37. case deviceSyncError(message: String)
  38. case manualBasalTemp(message: String)
  39. var errorDescription: String? {
  40. switch self {
  41. case let .pumpError(error):
  42. return "Pump error: \(error.localizedDescription)"
  43. case let .invalidPumpState(message):
  44. return "Error: Invalid Pump State: \(message)"
  45. case let .glucoseError(message):
  46. return "Error: Invalid glucose: \(message)"
  47. case let .apsError(message):
  48. return "APS error: \(message)"
  49. case let .deviceSyncError(message):
  50. return "Sync error: \(message)"
  51. case let .manualBasalTemp(message):
  52. return "Manual Basal Temp : \(message)"
  53. }
  54. }
  55. }
  56. final class BaseAPSManager: APSManager, Injectable {
  57. private let processQueue = DispatchQueue(label: "BaseAPSManager.processQueue")
  58. @Injected() private var storage: FileStorage!
  59. @Injected() private var pumpHistoryStorage: PumpHistoryStorage!
  60. @Injected() private var alertHistoryStorage: AlertHistoryStorage!
  61. @Injected() private var tempTargetsStorage: TempTargetsStorage!
  62. @Injected() private var carbsStorage: CarbsStorage!
  63. @Injected() private var announcementsStorage: AnnouncementsStorage!
  64. @Injected() private var determinationStorage: DeterminationStorage!
  65. @Injected() private var deviceDataManager: DeviceDataManager!
  66. @Injected() private var nightscout: NightscoutManager!
  67. @Injected() private var settingsManager: SettingsManager!
  68. @Injected() private var tddStorage: TDDStorage!
  69. @Injected() private var broadcaster: Broadcaster!
  70. @Persisted(key: "lastAutotuneDate") private var lastAutotuneDate = Date()
  71. @Persisted(key: "lastLoopStartDate") private var lastLoopStartDate: Date = .distantPast
  72. @Persisted(key: "lastLoopDate") var lastLoopDate: Date = .distantPast {
  73. didSet {
  74. lastLoopDateSubject.send(lastLoopDate)
  75. }
  76. }
  77. let viewContext = CoreDataStack.shared.persistentContainer.viewContext
  78. let privateContext = CoreDataStack.shared.newTaskContext()
  79. private var openAPS: OpenAPS!
  80. private var lifetime = Lifetime()
  81. private var backGroundTaskID: UIBackgroundTaskIdentifier?
  82. var pumpManager: PumpManagerUI? {
  83. get { deviceDataManager.pumpManager }
  84. set { deviceDataManager.pumpManager = newValue }
  85. }
  86. var bluetoothManager: BluetoothStateManager? { deviceDataManager.bluetoothManager }
  87. @Persisted(key: "isManualTempBasal") var isManualTempBasal: Bool = false
  88. let isLooping = CurrentValueSubject<Bool, Never>(false)
  89. let lastLoopDateSubject = PassthroughSubject<Date, Never>()
  90. let lastError = CurrentValueSubject<Error?, Never>(nil)
  91. let bolusProgress = CurrentValueSubject<Decimal?, Never>(nil)
  92. var pumpDisplayState: CurrentValueSubject<PumpDisplayState?, Never> {
  93. deviceDataManager.pumpDisplayState
  94. }
  95. var pumpName: CurrentValueSubject<String, Never> {
  96. deviceDataManager.pumpName
  97. }
  98. var pumpExpiresAtDate: CurrentValueSubject<Date?, Never> {
  99. deviceDataManager.pumpExpiresAtDate
  100. }
  101. var settings: FreeAPSSettings {
  102. get { settingsManager.settings }
  103. set { settingsManager.settings = newValue }
  104. }
  105. init(resolver: Resolver) {
  106. injectServices(resolver)
  107. openAPS = OpenAPS(storage: storage)
  108. subscribe()
  109. lastLoopDateSubject.send(lastLoopDate)
  110. isLooping
  111. .weakAssign(to: \.deviceDataManager.loopInProgress, on: self)
  112. .store(in: &lifetime)
  113. }
  114. private func subscribe() {
  115. if settingsManager.settings.units == .mmolL {
  116. let wasParsed = storage.parseOnFileSettingsToMgdL()
  117. if wasParsed {
  118. Task {
  119. try await makeProfiles()
  120. }
  121. }
  122. }
  123. deviceDataManager.recommendsLoop
  124. .receive(on: processQueue)
  125. .sink { [weak self] in
  126. self?.loop()
  127. }
  128. .store(in: &lifetime)
  129. pumpManager?.addStatusObserver(self, queue: processQueue)
  130. deviceDataManager.errorSubject
  131. .receive(on: processQueue)
  132. .map { APSError.pumpError($0) }
  133. .sink {
  134. self.processError($0)
  135. }
  136. .store(in: &lifetime)
  137. deviceDataManager.bolusTrigger
  138. .receive(on: processQueue)
  139. .sink { bolusing in
  140. if bolusing {
  141. self.createBolusReporter()
  142. } else {
  143. self.clearBolusReporter()
  144. }
  145. }
  146. .store(in: &lifetime)
  147. // manage a manual Temp Basal from OmniPod - Force loop() after stop a temp basal or finished
  148. deviceDataManager.manualTempBasal
  149. .receive(on: processQueue)
  150. .sink { manualBasal in
  151. if manualBasal {
  152. self.isManualTempBasal = true
  153. } else {
  154. if self.isManualTempBasal {
  155. self.isManualTempBasal = false
  156. self.loop()
  157. }
  158. }
  159. }
  160. .store(in: &lifetime)
  161. }
  162. func heartbeat(date: Date) {
  163. deviceDataManager.heartbeat(date: date)
  164. }
  165. // Loop entry point
  166. private func loop() {
  167. Task {
  168. // check the last start of looping is more the loopInterval but the previous loop was completed
  169. if lastLoopDate > lastLoopStartDate {
  170. guard lastLoopStartDate.addingTimeInterval(Config.loopInterval) < Date() else {
  171. debug(.apsManager, "too close to do a loop : \(lastLoopStartDate)")
  172. return
  173. }
  174. }
  175. guard !isLooping.value else {
  176. warning(.apsManager, "Loop already in progress. Skip recommendation.")
  177. return
  178. }
  179. // start background time extension
  180. backGroundTaskID = await UIApplication.shared.beginBackgroundTask(withName: "Loop starting") {
  181. guard let backgroundTask = self.backGroundTaskID else { return }
  182. Task {
  183. UIApplication.shared.endBackgroundTask(backgroundTask)
  184. }
  185. self.backGroundTaskID = .invalid
  186. }
  187. lastLoopStartDate = Date()
  188. var previousLoop = [LoopStatRecord]()
  189. var interval: Double?
  190. do {
  191. try await privateContext.perform {
  192. let requestStats = LoopStatRecord.fetchRequest() as NSFetchRequest<LoopStatRecord>
  193. let sortStats = NSSortDescriptor(key: "end", ascending: false)
  194. requestStats.sortDescriptors = [sortStats]
  195. requestStats.fetchLimit = 1
  196. previousLoop = try self.privateContext.fetch(requestStats)
  197. if (previousLoop.first?.end ?? .distantFuture) < self.lastLoopStartDate {
  198. interval = self.roundDouble(
  199. (self.lastLoopStartDate - (previousLoop.first?.end ?? Date())).timeInterval / 60,
  200. 1
  201. )
  202. }
  203. }
  204. } catch let error as NSError {
  205. debugPrint(
  206. "\(DebuggingIdentifiers.failed) \(#file) \(#function) Failed to fetch the last loop with error: \(error.userInfo)"
  207. )
  208. }
  209. var loopStatRecord = LoopStats(
  210. start: lastLoopStartDate,
  211. loopStatus: "Starting",
  212. interval: interval
  213. )
  214. isLooping.send(true)
  215. do {
  216. if await !determineBasal() {
  217. throw APSError.apsError(message: "Determine basal failed")
  218. }
  219. // Open loop completed
  220. guard settings.closedLoop else {
  221. loopStatRecord.end = Date()
  222. loopStatRecord.duration = roundDouble((loopStatRecord.end! - loopStatRecord.start).timeInterval / 60, 2)
  223. loopStatRecord.loopStatus = "Success"
  224. await loopCompleted(loopStatRecord: loopStatRecord)
  225. return
  226. }
  227. // Closed loop - enact Determination
  228. try await enactDetermination()
  229. loopStatRecord.end = Date()
  230. loopStatRecord.duration = roundDouble((loopStatRecord.end! - loopStatRecord.start).timeInterval / 60, 2)
  231. loopStatRecord.loopStatus = "Success"
  232. await loopCompleted(loopStatRecord: loopStatRecord)
  233. } catch {
  234. loopStatRecord.end = Date()
  235. loopStatRecord.duration = roundDouble((loopStatRecord.end! - loopStatRecord.start).timeInterval / 60, 2)
  236. loopStatRecord.loopStatus = error.localizedDescription
  237. await loopCompleted(error: error, loopStatRecord: loopStatRecord)
  238. }
  239. if let nightscoutManager = nightscout {
  240. await nightscoutManager.uploadCarbs()
  241. await nightscoutManager.uploadPumpHistory()
  242. await nightscoutManager.uploadOverrides()
  243. await nightscoutManager.uploadTempTargets()
  244. }
  245. // End background task after all the operations are completed
  246. if let backgroundTask = self.backGroundTaskID {
  247. await UIApplication.shared.endBackgroundTask(backgroundTask)
  248. self.backGroundTaskID = .invalid
  249. }
  250. }
  251. }
  252. // Loop exit point
  253. private func loopCompleted(error: Error? = nil, loopStatRecord: LoopStats) async {
  254. isLooping.send(false)
  255. if let error = error {
  256. warning(.apsManager, "Loop failed with error: \(error.localizedDescription)")
  257. if let backgroundTask = backGroundTaskID {
  258. await UIApplication.shared.endBackgroundTask(backgroundTask)
  259. backGroundTaskID = .invalid
  260. }
  261. processError(error)
  262. } else {
  263. debug(.apsManager, "Loop succeeded")
  264. lastLoopDate = Date()
  265. lastError.send(nil)
  266. }
  267. loopStats(loopStatRecord: loopStatRecord)
  268. if settings.closedLoop {
  269. await reportEnacted(wasEnacted: error == nil)
  270. }
  271. // End of the BG tasks
  272. if let backgroundTask = backGroundTaskID {
  273. await UIApplication.shared.endBackgroundTask(backgroundTask)
  274. backGroundTaskID = .invalid
  275. }
  276. }
  277. private func verifyStatus() -> Error? {
  278. guard let pump = pumpManager else {
  279. return APSError.invalidPumpState(message: "Pump not set")
  280. }
  281. let status = pump.status.pumpStatus
  282. guard !status.bolusing else {
  283. return APSError.invalidPumpState(message: "Pump is bolusing")
  284. }
  285. guard !status.suspended else {
  286. return APSError.invalidPumpState(message: "Pump suspended")
  287. }
  288. let reservoir = storage.retrieve(OpenAPS.Monitor.reservoir, as: Decimal.self) ?? 100
  289. guard reservoir >= 0 else {
  290. return APSError.invalidPumpState(message: "Reservoir is empty")
  291. }
  292. return nil
  293. }
  294. func autosense() async throws -> Bool {
  295. guard let autosense = await storage.retrieveAsync(OpenAPS.Settings.autosense, as: Autosens.self),
  296. (autosense.timestamp ?? .distantPast).addingTimeInterval(30.minutes.timeInterval) > Date()
  297. else {
  298. let result = try await openAPS.autosense()
  299. return result != nil
  300. }
  301. return false
  302. }
  303. /// Calculates and stores the Total Daily Dose (TDD)
  304. private func calculateAndStoreTDD() async {
  305. // Get required data
  306. let pumpHistory = await pumpHistoryStorage.getPumpHistory()
  307. let basalProfile = await storage.retrieveAsync(OpenAPS.Settings.basalProfile, as: [BasalProfileEntry].self) ?? []
  308. // Calculate TDD
  309. let tddResult = await tddStorage.calculateTDD(
  310. pumpHistory: pumpHistory,
  311. basalProfile: basalProfile
  312. )
  313. // TODO: Move this to storage as well
  314. // Store TDD in Core Data
  315. await privateContext.perform {
  316. let tddStored = TDDStored(context: self.privateContext)
  317. tddStored.id = UUID()
  318. tddStored.date = Date()
  319. tddStored.total = NSDecimalNumber(decimal: tddResult.total)
  320. tddStored.bolus = NSDecimalNumber(decimal: tddResult.bolus)
  321. tddStored.tempBasal = NSDecimalNumber(decimal: tddResult.tempBasal)
  322. tddStored.scheduledBasal = NSDecimalNumber(decimal: tddResult.scheduledBasal)
  323. tddStored.weightedAverage = tddResult.weightedAverage.map { NSDecimalNumber(decimal: $0) }
  324. do {
  325. guard self.privateContext.hasChanges else { return }
  326. try self.privateContext.save()
  327. } catch {
  328. debug(.apsManager, "\(DebuggingIdentifiers.failed) Failed to save TDD: \(error.localizedDescription)")
  329. }
  330. }
  331. }
  332. func determineBasal() async -> Bool {
  333. debug(.apsManager, "Start determine basal")
  334. await calculateAndStoreTDD()
  335. // Fetch glucose asynchronously
  336. let glucose = await fetchGlucose(predicate: NSPredicate.predicateForOneHourAgo, fetchLimit: 6)
  337. // Perform the context-related checks and actions
  338. let isValidGlucoseData = await privateContext.perform {
  339. guard glucose.count > 2 else {
  340. debug(.apsManager, "Not enough glucose data")
  341. self.processError(APSError.glucoseError(message: "Not enough glucose data"))
  342. return false
  343. }
  344. let dateOfLastGlucose = glucose.first?.date
  345. guard dateOfLastGlucose ?? Date() >= Date().addingTimeInterval(-12.minutes.timeInterval) else {
  346. debug(.apsManager, "Glucose data is stale")
  347. self.processError(APSError.glucoseError(message: "Glucose data is stale"))
  348. return false
  349. }
  350. guard !GlucoseStored.glucoseIsFlat(glucose) else {
  351. debug(.apsManager, "Glucose data is too flat")
  352. self.processError(APSError.glucoseError(message: "Glucose data is too flat"))
  353. return false
  354. }
  355. return true
  356. }
  357. guard isValidGlucoseData else {
  358. debug(.apsManager, "Glucose validation failed")
  359. processError(APSError.glucoseError(message: "Glucose validation failed"))
  360. return false
  361. }
  362. do {
  363. let now = Date()
  364. // Start fetching asynchronously
  365. let (currentTemp, _, _, _) = try await (
  366. fetchCurrentTempBasal(date: now),
  367. makeProfiles(),
  368. autosense(),
  369. dailyAutotune()
  370. )
  371. // Determine basal using the fetched temp and current time
  372. let determination = try await openAPS.determineBasal(currentTemp: currentTemp, clock: now)
  373. if let determination = determination {
  374. DispatchQueue.main.async {
  375. self.broadcaster.notify(DeterminationObserver.self, on: .main) {
  376. $0.determinationDidUpdate(determination)
  377. }
  378. }
  379. return true
  380. } else {
  381. return false
  382. }
  383. } catch {
  384. debug(.apsManager, "Error determining basal: \(error)")
  385. return false
  386. }
  387. }
  388. func determineBasalSync() async {
  389. _ = await determineBasal()
  390. }
  391. func simulateDetermineBasal(carbs: Decimal, iob: Decimal) async -> Determination? {
  392. do {
  393. let temp = await fetchCurrentTempBasal(date: Date.now)
  394. return try await openAPS.determineBasal(currentTemp: temp, clock: Date(), carbs: carbs, iob: iob, simulation: true)
  395. } catch {
  396. debugPrint(
  397. "\(DebuggingIdentifiers.failed) \(#file) \(#function) Error occurred in invokeDummyDetermineBasalSync: \(error)"
  398. )
  399. return nil
  400. }
  401. }
  402. func makeProfiles() async throws -> Bool {
  403. let tunedProfile = await openAPS.makeProfiles(useAutotune: settings.useAutotune)
  404. if let basalProfile = tunedProfile?.basalProfile {
  405. processQueue.async {
  406. self.broadcaster.notify(BasalProfileObserver.self, on: self.processQueue) {
  407. $0.basalProfileDidChange(basalProfile)
  408. }
  409. }
  410. }
  411. return tunedProfile != nil
  412. }
  413. func roundBolus(amount: Decimal) -> Decimal {
  414. guard let pump = pumpManager else { return amount }
  415. let rounded = Decimal(pump.roundToSupportedBolusVolume(units: Double(amount)))
  416. let maxBolus = Decimal(pump.roundToSupportedBolusVolume(units: Double(settingsManager.pumpSettings.maxBolus)))
  417. return min(rounded, maxBolus)
  418. }
  419. private var bolusReporter: DoseProgressReporter?
  420. func enactBolus(amount: Double, isSMB: Bool) async {
  421. if amount <= 0 {
  422. return
  423. }
  424. if let error = verifyStatus() {
  425. processError(error)
  426. processQueue.async {
  427. self.broadcaster.notify(BolusFailureObserver.self, on: self.processQueue) {
  428. $0.bolusDidFail()
  429. }
  430. }
  431. return
  432. }
  433. guard let pump = pumpManager else { return }
  434. let roundedAmount = pump.roundToSupportedBolusVolume(units: amount)
  435. debug(.apsManager, "Enact bolus \(roundedAmount), manual \(!isSMB)")
  436. do {
  437. try await pump.enactBolus(units: roundedAmount, automatic: isSMB)
  438. debug(.apsManager, "Bolus succeeded")
  439. if !isSMB {
  440. await determineBasalSync()
  441. }
  442. bolusProgress.send(0)
  443. } catch {
  444. warning(.apsManager, "Bolus failed with error: \(error.localizedDescription)")
  445. processError(APSError.pumpError(error))
  446. if !isSMB {
  447. processQueue.async {
  448. self.broadcaster.notify(BolusFailureObserver.self, on: self.processQueue) {
  449. $0.bolusDidFail()
  450. }
  451. }
  452. }
  453. }
  454. }
  455. func cancelBolus() async {
  456. guard let pump = pumpManager, pump.status.pumpStatus.bolusing else { return }
  457. debug(.apsManager, "Cancel bolus")
  458. do {
  459. _ = try await pump.cancelBolus()
  460. debug(.apsManager, "Bolus cancelled")
  461. } catch {
  462. debug(.apsManager, "Bolus cancellation failed with error: \(error.localizedDescription)")
  463. processError(APSError.pumpError(error))
  464. }
  465. bolusReporter?.removeObserver(self)
  466. bolusReporter = nil
  467. bolusProgress.send(nil)
  468. }
  469. func enactTempBasal(rate: Double, duration: TimeInterval) async {
  470. if let error = verifyStatus() {
  471. processError(error)
  472. return
  473. }
  474. guard let pump = pumpManager else { return }
  475. // unable to do temp basal during manual temp basal 😁
  476. if isManualTempBasal {
  477. processError(APSError.manualBasalTemp(message: "Loop not possible during the manual basal temp"))
  478. return
  479. }
  480. debug(.apsManager, "Enact temp basal \(rate) - \(duration)")
  481. let roundedAmout = pump.roundToSupportedBasalRate(unitsPerHour: rate)
  482. do {
  483. try await pump.enactTempBasal(unitsPerHour: roundedAmout, for: duration)
  484. debug(.apsManager, "Temp Basal succeeded")
  485. } catch {
  486. debug(.apsManager, "Temp Basal failed with error: \(error.localizedDescription)")
  487. processError(APSError.pumpError(error))
  488. }
  489. }
  490. func dailyAutotune() async throws -> Bool {
  491. guard settings.useAutotune else {
  492. return false
  493. }
  494. let now = Date()
  495. guard lastAutotuneDate.isBeforeDate(now, granularity: .day) else {
  496. return false
  497. }
  498. lastAutotuneDate = now
  499. let result = await autotune()
  500. return result != nil
  501. }
  502. func autotune() async -> Autotune? {
  503. await openAPS.autotune()
  504. }
  505. func enactAnnouncement(_ announcement: Announcement) {
  506. guard let action = announcement.action else {
  507. warning(.apsManager, "Invalid Announcement action")
  508. return
  509. }
  510. guard let pump = pumpManager else {
  511. warning(.apsManager, "Pump is not set")
  512. return
  513. }
  514. debug(.apsManager, "Start enact announcement: \(action)")
  515. switch action {
  516. case let .bolus(amount):
  517. if let error = verifyStatus() {
  518. processError(error)
  519. return
  520. }
  521. let roundedAmount = pump.roundToSupportedBolusVolume(units: Double(amount))
  522. pump.enactBolus(units: roundedAmount, activationType: .manualRecommendationAccepted) { error in
  523. if let error = error {
  524. // warning(.apsManager, "Announcement Bolus failed with error: \(error.localizedDescription)")
  525. switch error {
  526. case .uncertainDelivery:
  527. // Do not generate notification on uncertain delivery error
  528. break
  529. default:
  530. // Do not generate notifications for automatic boluses that fail.
  531. warning(.apsManager, "Announcement Bolus failed with error: \(error.localizedDescription)")
  532. }
  533. } else {
  534. debug(.apsManager, "Announcement Bolus succeeded")
  535. self.announcementsStorage.storeAnnouncements([announcement], enacted: true)
  536. self.bolusProgress.send(0)
  537. }
  538. }
  539. case let .pump(pumpAction):
  540. switch pumpAction {
  541. case .suspend:
  542. if let error = verifyStatus() {
  543. processError(error)
  544. return
  545. }
  546. pump.suspendDelivery { error in
  547. if let error = error {
  548. debug(.apsManager, "Pump not suspended by Announcement: \(error.localizedDescription)")
  549. } else {
  550. debug(.apsManager, "Pump suspended by Announcement")
  551. self.announcementsStorage.storeAnnouncements([announcement], enacted: true)
  552. }
  553. }
  554. case .resume:
  555. guard pump.status.pumpStatus.suspended else {
  556. return
  557. }
  558. pump.resumeDelivery { error in
  559. if let error = error {
  560. warning(.apsManager, "Pump not resumed by Announcement: \(error.localizedDescription)")
  561. } else {
  562. debug(.apsManager, "Pump resumed by Announcement")
  563. self.announcementsStorage.storeAnnouncements([announcement], enacted: true)
  564. }
  565. }
  566. }
  567. case let .looping(closedLoop):
  568. settings.closedLoop = closedLoop
  569. debug(.apsManager, "Closed loop \(closedLoop) by Announcement")
  570. announcementsStorage.storeAnnouncements([announcement], enacted: true)
  571. case let .tempbasal(rate, duration):
  572. if let error = verifyStatus() {
  573. processError(error)
  574. return
  575. }
  576. // unable to do temp basal during manual temp basal 😁
  577. if isManualTempBasal {
  578. processError(APSError.manualBasalTemp(message: "Loop not possible during the manual basal temp"))
  579. return
  580. }
  581. guard !settings.closedLoop else {
  582. return
  583. }
  584. let roundedRate = pump.roundToSupportedBasalRate(unitsPerHour: Double(rate))
  585. pump.enactTempBasal(unitsPerHour: roundedRate, for: TimeInterval(duration) * 60) { error in
  586. if let error = error {
  587. warning(.apsManager, "Announcement TempBasal failed with error: \(error.localizedDescription)")
  588. } else {
  589. debug(.apsManager, "Announcement TempBasal succeeded")
  590. self.announcementsStorage.storeAnnouncements([announcement], enacted: true)
  591. }
  592. }
  593. }
  594. }
  595. private func fetchCurrentTempBasal(date: Date) async -> TempBasal {
  596. let results = await CoreDataStack.shared.fetchEntitiesAsync(
  597. ofType: PumpEventStored.self,
  598. onContext: privateContext,
  599. predicate: NSPredicate.recentPumpHistory,
  600. key: "timestamp",
  601. ascending: false,
  602. fetchLimit: 1
  603. )
  604. let fetchedTempBasal = await privateContext.perform {
  605. guard let fetchedResults = results as? [PumpEventStored],
  606. let tempBasalEvent = fetchedResults.first,
  607. let tempBasal = tempBasalEvent.tempBasal,
  608. let eventTimestamp = tempBasalEvent.timestamp
  609. else {
  610. return TempBasal(duration: 0, rate: 0, temp: .absolute, timestamp: date)
  611. }
  612. let delta = Int((date.timeIntervalSince1970 - eventTimestamp.timeIntervalSince1970) / 60)
  613. let duration = max(0, Int(tempBasal.duration) - delta)
  614. let rate = tempBasal.rate as? Decimal ?? 0
  615. return TempBasal(duration: duration, rate: rate, temp: .absolute, timestamp: date)
  616. }
  617. guard let state = pumpManager?.status.basalDeliveryState else { return fetchedTempBasal }
  618. switch state {
  619. case .active:
  620. return TempBasal(duration: 0, rate: 0, temp: .absolute, timestamp: date)
  621. case let .tempBasal(dose):
  622. let rate = Decimal(dose.unitsPerHour)
  623. let durationMin = max(0, Int((dose.endDate.timeIntervalSince1970 - date.timeIntervalSince1970) / 60))
  624. return TempBasal(duration: durationMin, rate: rate, temp: .absolute, timestamp: date)
  625. default:
  626. return fetchedTempBasal
  627. }
  628. }
  629. private func enactDetermination() async throws {
  630. guard let determinationID = await determinationStorage
  631. .fetchLastDeterminationObjectID(predicate: NSPredicate.predicateFor30MinAgoForDetermination).first
  632. else {
  633. throw APSError.apsError(message: "Determination not found")
  634. }
  635. guard let pump = pumpManager else {
  636. throw APSError.apsError(message: "Pump not set")
  637. }
  638. // Unable to do temp basal during manual temp basal 😁
  639. if isManualTempBasal {
  640. throw APSError.manualBasalTemp(message: "Loop not possible during the manual basal temp")
  641. }
  642. let (rateDecimal, durationInSeconds, smbToDeliver) = try await setValues(determinationID: determinationID)
  643. if let rate = rateDecimal, let duration = durationInSeconds {
  644. try await performBasal(pump: pump, rate: rate, duration: duration)
  645. }
  646. // only perform a bolus if smbToDeliver is > 0
  647. if let smb = smbToDeliver, smb.compare(NSDecimalNumber(value: 0)) == .orderedDescending {
  648. try await performBolus(pump: pump, smbToDeliver: smb)
  649. }
  650. }
  651. private func setValues(determinationID: NSManagedObjectID) async throws
  652. -> (NSDecimalNumber?, TimeInterval?, NSDecimalNumber?)
  653. {
  654. return try await privateContext.perform {
  655. do {
  656. let determination = try self.privateContext.existingObject(with: determinationID) as? OrefDetermination
  657. let rate = determination?.rate
  658. let duration = determination?.duration.flatMap { TimeInterval(truncating: $0) * 60 }
  659. let smbToDeliver = determination?.smbToDeliver ?? 0
  660. return (rate, duration, smbToDeliver)
  661. } catch {
  662. throw error
  663. }
  664. }
  665. }
  666. private func performBasal(pump: PumpManager, rate: NSDecimalNumber, duration: TimeInterval) async throws {
  667. try await pump.enactTempBasal(unitsPerHour: Double(truncating: rate), for: duration)
  668. }
  669. private func performBolus(pump: PumpManager, smbToDeliver: NSDecimalNumber) async throws {
  670. try await pump.enactBolus(units: Double(truncating: smbToDeliver), automatic: true)
  671. bolusProgress.send(0)
  672. }
  673. private func reportEnacted(wasEnacted: Bool) async {
  674. guard let determinationID = await determinationStorage
  675. .fetchLastDeterminationObjectID(predicate: NSPredicate.predicateFor30MinAgoForDetermination).first
  676. else {
  677. return
  678. }
  679. await privateContext.perform {
  680. if let determinationUpdated = self.privateContext.object(with: determinationID) as? OrefDetermination {
  681. determinationUpdated.timestamp = Date()
  682. determinationUpdated.enacted = wasEnacted
  683. determinationUpdated.isUploadedToNS = false
  684. do {
  685. guard self.privateContext.hasChanges else { return }
  686. try self.privateContext.save()
  687. debugPrint("Update successful in reportEnacted() \(DebuggingIdentifiers.succeeded)")
  688. } catch {
  689. debugPrint(
  690. "Failed \(DebuggingIdentifiers.succeeded) to save context in reportEnacted(): \(error.localizedDescription)"
  691. )
  692. }
  693. debug(.apsManager, "Determination enacted. Enacted: \(wasEnacted)")
  694. Task.detached(priority: .low) {
  695. await self.statistics()
  696. }
  697. } else {
  698. debugPrint("Failed to update OrefDetermination in reportEnacted()")
  699. }
  700. }
  701. }
  702. private func roundDecimal(_ decimal: Decimal, _ digits: Double) -> Decimal {
  703. let rounded = round(Double(decimal) * pow(10, digits)) / pow(10, digits)
  704. return Decimal(rounded)
  705. }
  706. private func roundDouble(_ double: Double, _ digits: Double) -> Double {
  707. let rounded = round(Double(double) * pow(10, digits)) / pow(10, digits)
  708. return rounded
  709. }
  710. private func medianCalculationDouble(array: [Double]) -> Double {
  711. guard !array.isEmpty else {
  712. return 0
  713. }
  714. let sorted = array.sorted()
  715. let length = array.count
  716. if length % 2 == 0 {
  717. return (sorted[length / 2 - 1] + sorted[length / 2]) / 2
  718. }
  719. return sorted[length / 2]
  720. }
  721. private func medianCalculation(array: [Int]) -> Double {
  722. guard !array.isEmpty else {
  723. return 0
  724. }
  725. let sorted = array.sorted()
  726. let length = array.count
  727. if length % 2 == 0 {
  728. return Double((sorted[length / 2 - 1] + sorted[length / 2]) / 2)
  729. }
  730. return Double(sorted[length / 2])
  731. }
  732. private func tir(_ glucose: [GlucoseStored]) -> (TIR: Double, hypos: Double, hypers: Double, normal_: Double) {
  733. privateContext.perform {
  734. let justGlucoseArray = glucose.compactMap({ each in Int(each.glucose as Int16) })
  735. let totalReadings = justGlucoseArray.count
  736. let highLimit = settingsManager.settings.high
  737. let lowLimit = settingsManager.settings.low
  738. let hyperArray = glucose.filter({ $0.glucose >= Int(highLimit) })
  739. let hyperReadings = hyperArray.compactMap({ each in each.glucose as Int16 }).count
  740. let hyperPercentage = Double(hyperReadings) / Double(totalReadings) * 100
  741. let hypoArray = glucose.filter({ $0.glucose <= Int(lowLimit) })
  742. let hypoReadings = hypoArray.compactMap({ each in each.glucose as Int16 }).count
  743. let hypoPercentage = Double(hypoReadings) / Double(totalReadings) * 100
  744. // Euglyccemic range
  745. let normalArray = glucose.filter({ $0.glucose >= 70 && $0.glucose <= 140 })
  746. let normalReadings = normalArray.compactMap({ each in each.glucose as Int16 }).count
  747. let normalPercentage = Double(normalReadings) / Double(totalReadings) * 100
  748. // TIR
  749. let tir = 100 - (hypoPercentage + hyperPercentage)
  750. return (
  751. roundDouble(tir, 1),
  752. roundDouble(hypoPercentage, 1),
  753. roundDouble(hyperPercentage, 1),
  754. roundDouble(normalPercentage, 1)
  755. )
  756. }
  757. }
  758. private func glucoseStats(_ fetchedGlucose: [GlucoseStored])
  759. -> (ifcc: Double, ngsp: Double, average: Double, median: Double, sd: Double, cv: Double, readings: Double)
  760. {
  761. let glucose = fetchedGlucose
  762. // First date
  763. let last = glucose.last?.date ?? Date()
  764. // Last date (recent)
  765. let first = glucose.first?.date ?? Date()
  766. // Total time in days
  767. let numberOfDays = (first - last).timeInterval / 8.64E4
  768. let denominator = numberOfDays < 1 ? 1 : numberOfDays
  769. let justGlucoseArray = glucose.compactMap({ each in Int(each.glucose as Int16) })
  770. let sumReadings = justGlucoseArray.reduce(0, +)
  771. let countReadings = justGlucoseArray.count
  772. let glucoseAverage = Double(sumReadings) / Double(countReadings)
  773. let medianGlucose = medianCalculation(array: justGlucoseArray)
  774. var NGSPa1CStatisticValue = 0.0
  775. var IFCCa1CStatisticValue = 0.0
  776. NGSPa1CStatisticValue = (glucoseAverage + 46.7) / 28.7 // NGSP (%)
  777. IFCCa1CStatisticValue = 10.929 *
  778. (NGSPa1CStatisticValue - 2.152) // IFCC (mmol/mol) A1C(mmol/mol) = 10.929 * (A1C(%) - 2.15)
  779. var sumOfSquares = 0.0
  780. for array in justGlucoseArray {
  781. sumOfSquares += pow(Double(array) - Double(glucoseAverage), 2)
  782. }
  783. var sd = 0.0
  784. var cv = 0.0
  785. // Avoid division by zero
  786. if glucoseAverage > 0 {
  787. sd = sqrt(sumOfSquares / Double(countReadings))
  788. cv = sd / Double(glucoseAverage) * 100
  789. }
  790. let conversionFactor = 0.0555
  791. let units = settingsManager.settings.units
  792. var output: (ifcc: Double, ngsp: Double, average: Double, median: Double, sd: Double, cv: Double, readings: Double)
  793. output = (
  794. ifcc: IFCCa1CStatisticValue,
  795. ngsp: NGSPa1CStatisticValue,
  796. average: glucoseAverage * (units == .mmolL ? conversionFactor : 1),
  797. median: medianGlucose * (units == .mmolL ? conversionFactor : 1),
  798. sd: sd * (units == .mmolL ? conversionFactor : 1), cv: cv,
  799. readings: Double(countReadings) / denominator
  800. )
  801. return output
  802. }
  803. private func loops(_ fetchedLoops: [LoopStatRecord]) -> Loops {
  804. let loops = fetchedLoops
  805. // First date
  806. let previous = loops.last?.end ?? Date()
  807. // Last date (recent)
  808. let current = loops.first?.start ?? Date()
  809. // Total time in days
  810. let totalTime = (current - previous).timeInterval / 8.64E4
  811. //
  812. let durationArray = loops.compactMap({ each in each.duration })
  813. let durationArrayCount = durationArray.count
  814. let durationAverage = durationArray.reduce(0, +) / Double(durationArrayCount) * 60
  815. let medianDuration = medianCalculationDouble(array: durationArray) * 60
  816. let max_duration = (durationArray.max() ?? 0) * 60
  817. let min_duration = (durationArray.min() ?? 0) * 60
  818. let successsNR = loops.compactMap({ each in each.loopStatus }).filter({ each in each!.contains("Success") }).count
  819. let errorNR = durationArrayCount - successsNR
  820. let total = Double(successsNR + errorNR) == 0 ? 1 : Double(successsNR + errorNR)
  821. let successRate: Double? = (Double(successsNR) / total) * 100
  822. let loopNr = totalTime <= 1 ? total : round(total / (totalTime != 0 ? totalTime : 1))
  823. let intervalArray = loops.compactMap({ each in each.interval as Double })
  824. let count = intervalArray.count != 0 ? intervalArray.count : 1
  825. let median_interval = medianCalculationDouble(array: intervalArray)
  826. let intervalAverage = intervalArray.reduce(0, +) / Double(count)
  827. let maximumInterval = intervalArray.max()
  828. let minimumInterval = intervalArray.min()
  829. //
  830. let output = Loops(
  831. loops: Int(loopNr),
  832. errors: errorNR,
  833. success_rate: roundDecimal(Decimal(successRate ?? 0), 1),
  834. avg_interval: roundDecimal(Decimal(intervalAverage), 1),
  835. median_interval: roundDecimal(Decimal(median_interval), 1),
  836. min_interval: roundDecimal(Decimal(minimumInterval ?? 0), 1),
  837. max_interval: roundDecimal(Decimal(maximumInterval ?? 0), 1),
  838. avg_duration: roundDecimal(Decimal(durationAverage), 1),
  839. median_duration: roundDecimal(Decimal(medianDuration), 1),
  840. min_duration: roundDecimal(Decimal(min_duration), 1),
  841. max_duration: roundDecimal(Decimal(max_duration), 1)
  842. )
  843. return output
  844. }
  845. // fetch glucose for time interval
  846. func fetchGlucose(predicate: NSPredicate, fetchLimit: Int? = nil, batchSize: Int? = nil) async -> [GlucoseStored] {
  847. let results = await CoreDataStack.shared.fetchEntitiesAsync(
  848. ofType: GlucoseStored.self,
  849. onContext: privateContext,
  850. predicate: predicate,
  851. key: "date",
  852. ascending: false,
  853. fetchLimit: fetchLimit,
  854. batchSize: batchSize
  855. )
  856. return await privateContext.perform {
  857. guard let glucoseResults = results as? [GlucoseStored] else {
  858. return []
  859. }
  860. return glucoseResults
  861. }
  862. }
  863. // TODO: - Refactor this whole shit here...
  864. // Add to statistics.JSON for upload to NS.
  865. private func statistics() async {
  866. let now = Date()
  867. if settingsManager.settings.uploadStats != nil {
  868. let hour = Calendar.current.component(.hour, from: now)
  869. guard hour > 20 else {
  870. return
  871. }
  872. // MARK: - Core Data related
  873. async let glucoseStats = glucoseForStats()
  874. async let lastLoopForStats = lastLoopForStats()
  875. async let carbTotal = carbsForStats()
  876. async let preferences = settingsManager.preferences
  877. let loopStats = await loopStats(oneDayGlucose: await glucoseStats.oneDayGlucose.readings)
  878. // Only save and upload once per day
  879. guard (-1 * (await lastLoopForStats ?? .distantPast).timeIntervalSinceNow.hours) > 22 else { return }
  880. let units = settingsManager.settings.units
  881. // MARK: - Not Core Data related stuff
  882. let pref = await preferences
  883. var algo_ = "Oref0"
  884. if pref.sigmoid, pref.enableDynamicCR {
  885. algo_ = "Dynamic ISF + CR: Sigmoid"
  886. } else if pref.sigmoid, !pref.enableDynamicCR {
  887. algo_ = "Dynamic ISF: Sigmoid"
  888. } else if pref.useNewFormula, pref.enableDynamicCR {
  889. algo_ = "Dynamic ISF + CR: Logarithmic"
  890. } else if pref.useNewFormula, !pref.sigmoid,!pref.enableDynamicCR {
  891. algo_ = "Dynamic ISF: Logarithmic"
  892. }
  893. let af = pref.adjustmentFactor
  894. let insulin_type = pref.curve
  895. // let buildDate = Bundle.main.buildDate // TODO: fix this
  896. let version = Bundle.main.releaseVersionNumber
  897. let build = Bundle.main.buildVersionNumber
  898. // Read branch information from branch.txt instead of infoDictionary
  899. var branch = "Unknown"
  900. if let branchFileURL = Bundle.main.url(forResource: "branch", withExtension: "txt"),
  901. let branchFileContent = try? String(contentsOf: branchFileURL)
  902. {
  903. let lines = branchFileContent.components(separatedBy: .newlines)
  904. for line in lines {
  905. let components = line.components(separatedBy: "=")
  906. if components.count == 2 {
  907. let key = components[0].trimmingCharacters(in: .whitespaces)
  908. let value = components[1].trimmingCharacters(in: .whitespaces)
  909. if key == "BRANCH" {
  910. branch = value
  911. break
  912. }
  913. }
  914. }
  915. } else {
  916. branch = "Unknown"
  917. }
  918. let copyrightNotice_ = Bundle.main.infoDictionary?["NSHumanReadableCopyright"] as? String ?? ""
  919. let pump_ = pumpManager?.localizedTitle ?? ""
  920. let cgm = settingsManager.settings.cgm
  921. let file = OpenAPS.Monitor.statistics
  922. var iPa: Decimal = 75
  923. if pref.useCustomPeakTime {
  924. iPa = pref.insulinPeakTime
  925. } else if pref.curve.rawValue == "rapid-acting" {
  926. iPa = 65
  927. } else if pref.curve.rawValue == "ultra-rapid" {
  928. iPa = 50
  929. }
  930. // Insulin placeholder
  931. let insulin = Ins(
  932. TDD: 0,
  933. bolus: 0,
  934. temp_basal: 0,
  935. scheduled_basal: 0,
  936. total_average: 0
  937. )
  938. let gs = await glucoseStats
  939. let overrideHbA1cUnit = gs.overrideHbA1cUnit
  940. let hbA1cUnit = !overrideHbA1cUnit ? (units == .mmolL ? "mmol/mol" : "%") : (units == .mmolL ? "%" : "mmol/mol")
  941. let dailystat = await Statistics(
  942. created_at: Date(),
  943. iPhone: UIDevice.current.getDeviceId,
  944. iOS: UIDevice.current.getOSInfo,
  945. Build_Version: version ?? "",
  946. Build_Number: build ?? "1",
  947. Branch: branch,
  948. CopyRightNotice: String(copyrightNotice_.prefix(32)),
  949. Build_Date: Date(), // TODO: fix this
  950. Algorithm: algo_,
  951. AdjustmentFactor: af,
  952. Pump: pump_,
  953. CGM: cgm.rawValue,
  954. insulinType: insulin_type.rawValue,
  955. peakActivityTime: iPa,
  956. Carbs_24h: await carbTotal,
  957. GlucoseStorage_Days: Decimal(roundDouble(gs.numberofDays, 1)),
  958. Statistics: Stats(
  959. Distribution: gs.TimeInRange,
  960. Glucose: gs.avg,
  961. HbA1c: gs.hbs, Units: Units(Glucose: units.rawValue, HbA1c: hbA1cUnit),
  962. LoopCycles: loopStats,
  963. Insulin: insulin,
  964. Variance: gs.variance
  965. )
  966. )
  967. storage.save(dailystat, as: file)
  968. await saveStatsToCoreData()
  969. }
  970. }
  971. private func saveStatsToCoreData() async {
  972. await privateContext.perform {
  973. let saveStatsCoreData = StatsData(context: self.privateContext)
  974. saveStatsCoreData.lastrun = Date()
  975. do {
  976. guard self.privateContext.hasChanges else { return }
  977. try self.privateContext.save()
  978. } catch {
  979. print(error.localizedDescription)
  980. }
  981. }
  982. }
  983. private func lastLoopForStats() async -> Date? {
  984. let requestStats = StatsData.fetchRequest() as NSFetchRequest<StatsData>
  985. let sortStats = NSSortDescriptor(key: "lastrun", ascending: false)
  986. requestStats.sortDescriptors = [sortStats]
  987. requestStats.fetchLimit = 1
  988. return await privateContext.perform {
  989. do {
  990. return try self.privateContext.fetch(requestStats).first?.lastrun
  991. } catch {
  992. print(error.localizedDescription)
  993. return .distantPast
  994. }
  995. }
  996. }
  997. private func carbsForStats() async -> Decimal {
  998. let requestCarbs = CarbEntryStored.fetchRequest() as NSFetchRequest<CarbEntryStored>
  999. let daysAgo = Date().addingTimeInterval(-1.days.timeInterval)
  1000. requestCarbs.predicate = NSPredicate(format: "carbs > 0 AND date > %@", daysAgo as NSDate)
  1001. requestCarbs.sortDescriptors = [NSSortDescriptor(key: "date", ascending: true)]
  1002. return await privateContext.perform {
  1003. do {
  1004. let carbs = try self.privateContext.fetch(requestCarbs)
  1005. debugPrint(
  1006. "APSManager: statistics() -> \(CoreDataStack.identifier) \(DebuggingIdentifiers.succeeded) fetched carbs"
  1007. )
  1008. return carbs.reduce(0) { sum, meal in
  1009. let mealCarbs = Decimal(string: "\(meal.carbs)") ?? Decimal.zero
  1010. return sum + mealCarbs
  1011. }
  1012. } catch {
  1013. debugPrint(
  1014. "APSManager: statistics() -> \(CoreDataStack.identifier) \(DebuggingIdentifiers.failed) error while fetching carbs"
  1015. )
  1016. return 0
  1017. }
  1018. }
  1019. }
  1020. private func loopStats(oneDayGlucose: Double) async -> LoopCycles {
  1021. let requestLSR = LoopStatRecord.fetchRequest() as NSFetchRequest<LoopStatRecord>
  1022. requestLSR.predicate = NSPredicate(
  1023. format: "interval > 0 AND start > %@",
  1024. Date().addingTimeInterval(-24.hours.timeInterval) as NSDate
  1025. )
  1026. let sortLSR = NSSortDescriptor(key: "start", ascending: false)
  1027. requestLSR.sortDescriptors = [sortLSR]
  1028. return await privateContext.perform {
  1029. do {
  1030. let lsr = try self.privateContext.fetch(requestLSR)
  1031. // Compute LoopStats for 24 hours
  1032. let oneDayLoops = self.loops(lsr)
  1033. return LoopCycles(
  1034. loops: oneDayLoops.loops,
  1035. errors: oneDayLoops.errors,
  1036. readings: Int(oneDayGlucose),
  1037. success_rate: oneDayLoops.success_rate,
  1038. avg_interval: oneDayLoops.avg_interval,
  1039. median_interval: oneDayLoops.median_interval,
  1040. min_interval: oneDayLoops.min_interval,
  1041. max_interval: oneDayLoops.max_interval,
  1042. avg_duration: oneDayLoops.avg_duration,
  1043. median_duration: oneDayLoops.median_duration,
  1044. min_duration: oneDayLoops.max_duration,
  1045. max_duration: oneDayLoops.max_duration
  1046. )
  1047. } catch {
  1048. debugPrint(
  1049. "\(DebuggingIdentifiers.failed) \(#file) \(#function) Failed to get Loop statistics for Statistics Upload"
  1050. )
  1051. return LoopCycles(
  1052. loops: 0,
  1053. errors: 0,
  1054. readings: 0,
  1055. success_rate: 0,
  1056. avg_interval: 0,
  1057. median_interval: 0,
  1058. min_interval: 0,
  1059. max_interval: 0,
  1060. avg_duration: 0,
  1061. median_duration: 0,
  1062. min_duration: 0,
  1063. max_duration: 0
  1064. )
  1065. }
  1066. }
  1067. }
  1068. private func tddForStats() async -> (currentTDD: Decimal, tddTotalAverage: Decimal) {
  1069. let requestTDD = OrefDetermination.fetchRequest() as NSFetchRequest<NSFetchRequestResult>
  1070. let sort = NSSortDescriptor(key: "timestamp", ascending: false)
  1071. let daysOf14Ago = Date().addingTimeInterval(-14.days.timeInterval)
  1072. requestTDD.predicate = NSPredicate(format: "timestamp > %@", daysOf14Ago as NSDate)
  1073. requestTDD.sortDescriptors = [sort]
  1074. requestTDD.propertiesToFetch = ["timestamp", "totalDailyDose"]
  1075. requestTDD.resultType = .dictionaryResultType
  1076. var currentTDD: Decimal = 0
  1077. var tddTotalAverage: Decimal = 0
  1078. let results = await privateContext.perform {
  1079. do {
  1080. let fetchedResults = try self.privateContext.fetch(requestTDD) as? [[String: Any]]
  1081. return fetchedResults ?? []
  1082. } catch {
  1083. debugPrint("\(DebuggingIdentifiers.failed) \(#file) \(#function) Failed to get TDD Data for Statistics Upload")
  1084. return []
  1085. }
  1086. }
  1087. if !results.isEmpty {
  1088. if let latestTDD = results.first?["totalDailyDose"] as? NSDecimalNumber {
  1089. currentTDD = latestTDD.decimalValue
  1090. }
  1091. let tddArray = results.compactMap { ($0["totalDailyDose"] as? NSDecimalNumber)?.decimalValue }
  1092. if !tddArray.isEmpty {
  1093. tddTotalAverage = tddArray.reduce(0, +) / Decimal(tddArray.count)
  1094. }
  1095. }
  1096. return (currentTDD, tddTotalAverage)
  1097. }
  1098. private func glucoseForStats() async
  1099. -> (
  1100. oneDayGlucose: (
  1101. ifcc: Double,
  1102. ngsp: Double,
  1103. average: Double,
  1104. median: Double,
  1105. sd: Double,
  1106. cv: Double,
  1107. readings: Double
  1108. ),
  1109. overrideHbA1cUnit: Bool,
  1110. numberofDays: Double,
  1111. TimeInRange: TIRs,
  1112. avg: Averages,
  1113. hbs: Durations,
  1114. variance: Variance
  1115. )
  1116. {
  1117. // Get the Glucose Values
  1118. let glucose24h = await fetchGlucose(predicate: NSPredicate.predicateForOneDayAgo, fetchLimit: 288, batchSize: 50)
  1119. let glucoseOneWeek = await fetchGlucose(
  1120. predicate: NSPredicate.predicateForOneWeek,
  1121. fetchLimit: 288 * 7,
  1122. batchSize: 250
  1123. )
  1124. let glucoseOneMonth = await fetchGlucose(
  1125. predicate: NSPredicate.predicateForOneMonth,
  1126. fetchLimit: 288 * 7 * 30,
  1127. batchSize: 500
  1128. )
  1129. let glucoseThreeMonths = await fetchGlucose(
  1130. predicate: NSPredicate.predicateForThreeMonths,
  1131. fetchLimit: 288 * 7 * 30 * 3,
  1132. batchSize: 1000
  1133. )
  1134. var result: (
  1135. oneDayGlucose: (
  1136. ifcc: Double,
  1137. ngsp: Double,
  1138. average: Double,
  1139. median: Double,
  1140. sd: Double,
  1141. cv: Double,
  1142. readings: Double
  1143. ),
  1144. overrideHbA1cUnit: Bool,
  1145. numberofDays: Double,
  1146. TimeInRange: TIRs,
  1147. avg: Averages,
  1148. hbs: Durations,
  1149. variance: Variance
  1150. )?
  1151. await privateContext.perform {
  1152. let units = self.settingsManager.settings.units
  1153. // First date
  1154. let previous = glucoseThreeMonths.last?.date ?? Date()
  1155. // Last date (recent)
  1156. let current = glucoseThreeMonths.first?.date ?? Date()
  1157. // Total time in days
  1158. let numberOfDays = (current - previous).timeInterval / 8.64E4
  1159. // Get glucose computations for every case
  1160. let oneDayGlucose = self.glucoseStats(glucose24h)
  1161. let sevenDaysGlucose = self.glucoseStats(glucoseOneWeek)
  1162. let thirtyDaysGlucose = self.glucoseStats(glucoseOneMonth)
  1163. let totalDaysGlucose = self.glucoseStats(glucoseThreeMonths)
  1164. let median = Durations(
  1165. day: self.roundDecimal(Decimal(oneDayGlucose.median), 1),
  1166. week: self.roundDecimal(Decimal(sevenDaysGlucose.median), 1),
  1167. month: self.roundDecimal(Decimal(thirtyDaysGlucose.median), 1),
  1168. total: self.roundDecimal(Decimal(totalDaysGlucose.median), 1)
  1169. )
  1170. let overrideHbA1cUnit = self.settingsManager.settings.overrideHbA1cUnit
  1171. let hbs = Durations(
  1172. day: ((units == .mmolL && !overrideHbA1cUnit) || (units == .mgdL && overrideHbA1cUnit)) ?
  1173. self.roundDecimal(Decimal(oneDayGlucose.ifcc), 1) : self.roundDecimal(Decimal(oneDayGlucose.ngsp), 1),
  1174. week: ((units == .mmolL && !overrideHbA1cUnit) || (units == .mgdL && overrideHbA1cUnit)) ?
  1175. self.roundDecimal(Decimal(sevenDaysGlucose.ifcc), 1) : self
  1176. .roundDecimal(Decimal(sevenDaysGlucose.ngsp), 1),
  1177. month: ((units == .mmolL && !overrideHbA1cUnit) || (units == .mgdL && overrideHbA1cUnit)) ?
  1178. self.roundDecimal(Decimal(thirtyDaysGlucose.ifcc), 1) : self
  1179. .roundDecimal(Decimal(thirtyDaysGlucose.ngsp), 1),
  1180. total: ((units == .mmolL && !overrideHbA1cUnit) || (units == .mgdL && overrideHbA1cUnit)) ?
  1181. self.roundDecimal(Decimal(totalDaysGlucose.ifcc), 1) : self.roundDecimal(Decimal(totalDaysGlucose.ngsp), 1)
  1182. )
  1183. var oneDay_: (TIR: Double, hypos: Double, hypers: Double, normal_: Double) = (0.0, 0.0, 0.0, 0.0)
  1184. var sevenDays_: (TIR: Double, hypos: Double, hypers: Double, normal_: Double) = (0.0, 0.0, 0.0, 0.0)
  1185. var thirtyDays_: (TIR: Double, hypos: Double, hypers: Double, normal_: Double) = (0.0, 0.0, 0.0, 0.0)
  1186. var totalDays_: (TIR: Double, hypos: Double, hypers: Double, normal_: Double) = (0.0, 0.0, 0.0, 0.0)
  1187. // Get TIR computations for every case
  1188. oneDay_ = self.tir(glucose24h)
  1189. sevenDays_ = self.tir(glucoseOneWeek)
  1190. thirtyDays_ = self.tir(glucoseOneMonth)
  1191. totalDays_ = self.tir(glucoseThreeMonths)
  1192. let tir = Durations(
  1193. day: self.roundDecimal(Decimal(oneDay_.TIR), 1),
  1194. week: self.roundDecimal(Decimal(sevenDays_.TIR), 1),
  1195. month: self.roundDecimal(Decimal(thirtyDays_.TIR), 1),
  1196. total: self.roundDecimal(Decimal(totalDays_.TIR), 1)
  1197. )
  1198. let hypo = Durations(
  1199. day: Decimal(oneDay_.hypos),
  1200. week: Decimal(sevenDays_.hypos),
  1201. month: Decimal(thirtyDays_.hypos),
  1202. total: Decimal(totalDays_.hypos)
  1203. )
  1204. let hyper = Durations(
  1205. day: Decimal(oneDay_.hypers),
  1206. week: Decimal(sevenDays_.hypers),
  1207. month: Decimal(thirtyDays_.hypers),
  1208. total: Decimal(totalDays_.hypers)
  1209. )
  1210. let normal = Durations(
  1211. day: Decimal(oneDay_.normal_),
  1212. week: Decimal(sevenDays_.normal_),
  1213. month: Decimal(thirtyDays_.normal_),
  1214. total: Decimal(totalDays_.normal_)
  1215. )
  1216. let range = Threshold(
  1217. low: units == .mmolL ? self.roundDecimal(self.settingsManager.settings.low.asMmolL, 1) :
  1218. self.roundDecimal(self.settingsManager.settings.low, 0),
  1219. high: units == .mmolL ? self.roundDecimal(self.settingsManager.settings.high.asMmolL, 1) :
  1220. self.roundDecimal(self.settingsManager.settings.high, 0)
  1221. )
  1222. let TimeInRange = TIRs(
  1223. TIR: tir,
  1224. Hypos: hypo,
  1225. Hypers: hyper,
  1226. Threshold: range,
  1227. Euglycemic: normal
  1228. )
  1229. let avgs = Durations(
  1230. day: self.roundDecimal(Decimal(oneDayGlucose.average), 1),
  1231. week: self.roundDecimal(Decimal(sevenDaysGlucose.average), 1),
  1232. month: self.roundDecimal(Decimal(thirtyDaysGlucose.average), 1),
  1233. total: self.roundDecimal(Decimal(totalDaysGlucose.average), 1)
  1234. )
  1235. let avg = Averages(Average: avgs, Median: median)
  1236. // Standard Deviations
  1237. let standardDeviations = Durations(
  1238. day: self.roundDecimal(Decimal(oneDayGlucose.sd), 1),
  1239. week: self.roundDecimal(Decimal(sevenDaysGlucose.sd), 1),
  1240. month: self.roundDecimal(Decimal(thirtyDaysGlucose.sd), 1),
  1241. total: self.roundDecimal(Decimal(totalDaysGlucose.sd), 1)
  1242. )
  1243. // CV = standard deviation / sample mean x 100
  1244. let cvs = Durations(
  1245. day: self.roundDecimal(Decimal(oneDayGlucose.cv), 1),
  1246. week: self.roundDecimal(Decimal(sevenDaysGlucose.cv), 1),
  1247. month: self.roundDecimal(Decimal(thirtyDaysGlucose.cv), 1),
  1248. total: self.roundDecimal(Decimal(totalDaysGlucose.cv), 1)
  1249. )
  1250. let variance = Variance(SD: standardDeviations, CV: cvs)
  1251. result = (oneDayGlucose, overrideHbA1cUnit, numberOfDays, TimeInRange, avg, hbs, variance)
  1252. }
  1253. return result!
  1254. }
  1255. private func loopStats(loopStatRecord: LoopStats) {
  1256. privateContext.perform {
  1257. let nLS = LoopStatRecord(context: self.privateContext)
  1258. nLS.start = loopStatRecord.start
  1259. nLS.end = loopStatRecord.end ?? Date()
  1260. nLS.loopStatus = loopStatRecord.loopStatus
  1261. nLS.duration = loopStatRecord.duration ?? 0.0
  1262. nLS.interval = loopStatRecord.interval ?? 0.0
  1263. do {
  1264. guard self.privateContext.hasChanges else { return }
  1265. try self.privateContext.save()
  1266. } catch {
  1267. print(error.localizedDescription)
  1268. }
  1269. }
  1270. }
  1271. private func processError(_ error: Error) {
  1272. warning(.apsManager, "\(error.localizedDescription)")
  1273. lastError.send(error)
  1274. }
  1275. private func createBolusReporter() {
  1276. bolusReporter = pumpManager?.createBolusProgressReporter(reportingOn: processQueue)
  1277. bolusReporter?.addObserver(self)
  1278. }
  1279. private func clearBolusReporter() {
  1280. bolusReporter?.removeObserver(self)
  1281. bolusReporter = nil
  1282. processQueue.asyncAfter(deadline: .now() + 0.5) {
  1283. self.bolusProgress.send(nil)
  1284. }
  1285. }
  1286. }
  1287. private extension PumpManager {
  1288. func enactTempBasal(unitsPerHour: Double, for duration: TimeInterval) async throws {
  1289. try await withCheckedThrowingContinuation { (continuation: CheckedContinuation<Void, Error>) in
  1290. self.enactTempBasal(unitsPerHour: unitsPerHour, for: duration) { error in
  1291. if let error = error {
  1292. debug(.apsManager, "Temp basal failed: \(unitsPerHour) for: \(duration)")
  1293. continuation.resume(throwing: error)
  1294. } else {
  1295. debug(.apsManager, "Temp basal succeeded: \(unitsPerHour) for: \(duration)")
  1296. continuation.resume(returning: ())
  1297. }
  1298. }
  1299. }
  1300. }
  1301. func enactBolus(units: Double, automatic: Bool) async throws {
  1302. try await withCheckedThrowingContinuation { (continuation: CheckedContinuation<Void, Error>) in
  1303. let automaticValue = automatic ? BolusActivationType.automatic : BolusActivationType.manualRecommendationAccepted
  1304. self.enactBolus(units: units, activationType: automaticValue) { error in
  1305. if let error = error {
  1306. debug(.apsManager, "Bolus failed: \(units)")
  1307. continuation.resume(throwing: error)
  1308. } else {
  1309. debug(.apsManager, "Bolus succeeded: \(units)")
  1310. continuation.resume(returning: ())
  1311. }
  1312. }
  1313. }
  1314. }
  1315. func cancelBolus() async throws -> DoseEntry? {
  1316. try await withCheckedThrowingContinuation { continuation in
  1317. self.cancelBolus { result in
  1318. switch result {
  1319. case let .success(dose):
  1320. debug(.apsManager, "Cancel Bolus succeeded")
  1321. continuation.resume(returning: dose)
  1322. case let .failure(error):
  1323. debug(.apsManager, "Cancel Bolus failed")
  1324. continuation.resume(throwing: APSError.pumpError(error))
  1325. }
  1326. }
  1327. }
  1328. }
  1329. func suspendDelivery() async throws {
  1330. try await withCheckedThrowingContinuation { (continuation: CheckedContinuation<Void, Error>) in
  1331. self.suspendDelivery { error in
  1332. if let error = error {
  1333. continuation.resume(throwing: error)
  1334. } else {
  1335. continuation.resume()
  1336. }
  1337. }
  1338. }
  1339. }
  1340. func resumeDelivery() async throws {
  1341. try await withCheckedThrowingContinuation { (continuation: CheckedContinuation<Void, Error>) in
  1342. self.resumeDelivery { error in
  1343. if let error = error {
  1344. continuation.resume(throwing: error)
  1345. } else {
  1346. continuation.resume()
  1347. }
  1348. }
  1349. }
  1350. }
  1351. }
  1352. extension BaseAPSManager: PumpManagerStatusObserver {
  1353. func pumpManager(_: PumpManager, didUpdate status: PumpManagerStatus, oldStatus _: PumpManagerStatus) {
  1354. let percent = Int((status.pumpBatteryChargeRemaining ?? 1) * 100)
  1355. privateContext.perform {
  1356. /// only update the last item with the current battery infos instead of saving a new one each time
  1357. let fetchRequest: NSFetchRequest<OpenAPS_Battery> = OpenAPS_Battery.fetchRequest()
  1358. fetchRequest.sortDescriptors = [NSSortDescriptor(key: "date", ascending: false)]
  1359. fetchRequest.predicate = NSPredicate.predicateFor30MinAgo
  1360. fetchRequest.fetchLimit = 1
  1361. do {
  1362. let results = try self.privateContext.fetch(fetchRequest)
  1363. let batteryToStore: OpenAPS_Battery
  1364. if let existingBattery = results.first {
  1365. batteryToStore = existingBattery
  1366. } else {
  1367. batteryToStore = OpenAPS_Battery(context: self.privateContext)
  1368. batteryToStore.id = UUID()
  1369. }
  1370. batteryToStore.date = Date()
  1371. batteryToStore.percent = Int16(percent)
  1372. batteryToStore.voltage = nil
  1373. batteryToStore.status = percent > 10 ? "normal" : "low"
  1374. batteryToStore.display = status.pumpBatteryChargeRemaining != nil
  1375. guard self.privateContext.hasChanges else { return }
  1376. try self.privateContext.save()
  1377. } catch {
  1378. print("Failed to fetch or save battery: \(error.localizedDescription)")
  1379. }
  1380. }
  1381. // TODO: - remove this after ensuring that NS still gets the same infos from Core Data
  1382. storage.save(status.pumpStatus, as: OpenAPS.Monitor.status)
  1383. }
  1384. }
  1385. extension BaseAPSManager: DoseProgressObserver {
  1386. func doseProgressReporterDidUpdate(_ doseProgressReporter: DoseProgressReporter) {
  1387. bolusProgress.send(Decimal(doseProgressReporter.progress.percentComplete))
  1388. if doseProgressReporter.progress.isComplete {
  1389. clearBolusReporter()
  1390. }
  1391. }
  1392. }
  1393. extension PumpManagerStatus {
  1394. var pumpStatus: PumpStatus {
  1395. let bolusing = bolusState != .noBolus
  1396. let suspended = basalDeliveryState?.isSuspended ?? true
  1397. let type = suspended ? StatusType.suspended : (bolusing ? .bolusing : .normal)
  1398. return PumpStatus(status: type, bolusing: bolusing, suspended: suspended, timestamp: Date())
  1399. }
  1400. }