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