APSManager.swift 63 KB

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