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