APSManager.swift 55 KB

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  1. import Combine
  2. import CoreData
  3. import Foundation
  4. import LoopKit
  5. import LoopKitUI
  6. import OmniBLE
  7. import OmniKit
  8. import RileyLinkKit
  9. import SwiftDate
  10. import Swinject
  11. protocol APSManager {
  12. func heartbeat(date: Date)
  13. func autotune() -> AnyPublisher<Autotune?, Never>
  14. func enactBolus(amount: Double, isSMB: Bool)
  15. var pumpManager: PumpManagerUI? { get set }
  16. var bluetoothManager: BluetoothStateManager? { get }
  17. var pumpDisplayState: CurrentValueSubject<PumpDisplayState?, Never> { get }
  18. var pumpName: CurrentValueSubject<String, Never> { get }
  19. var isLooping: CurrentValueSubject<Bool, Never> { get }
  20. var lastLoopDate: Date { get }
  21. var lastLoopDateSubject: PassthroughSubject<Date, Never> { get }
  22. var bolusProgress: CurrentValueSubject<Decimal?, Never> { get }
  23. var pumpExpiresAtDate: CurrentValueSubject<Date?, Never> { get }
  24. var isManualTempBasal: Bool { get }
  25. func enactTempBasal(rate: Double, duration: TimeInterval)
  26. func makeProfiles() -> AnyPublisher<Bool, Never>
  27. func determineBasal() -> AnyPublisher<Bool, Never>
  28. func determineBasalSync()
  29. func roundBolus(amount: Decimal) -> Decimal
  30. var lastError: CurrentValueSubject<Error?, Never> { get }
  31. func cancelBolus()
  32. func enactAnnouncement(_ announcement: Announcement)
  33. }
  34. enum APSError: LocalizedError {
  35. case pumpError(Error)
  36. case invalidPumpState(message: String)
  37. case glucoseError(message: String)
  38. case apsError(message: String)
  39. case deviceSyncError(message: String)
  40. case manualBasalTemp(message: String)
  41. var errorDescription: String? {
  42. switch self {
  43. case let .pumpError(error):
  44. return "Pump error: \(error.localizedDescription)"
  45. case let .invalidPumpState(message):
  46. return "Error: Invalid Pump State: \(message)"
  47. case let .glucoseError(message):
  48. return "Error: Invalid glucose: \(message)"
  49. case let .apsError(message):
  50. return "APS error: \(message)"
  51. case let .deviceSyncError(message):
  52. return "Sync error: \(message)"
  53. case let .manualBasalTemp(message):
  54. return "Manual Basal Temp : \(message)"
  55. }
  56. }
  57. }
  58. final class BaseAPSManager: APSManager, Injectable {
  59. private let processQueue = DispatchQueue(label: "BaseAPSManager.processQueue")
  60. @Injected() private var storage: FileStorage!
  61. @Injected() private var pumpHistoryStorage: PumpHistoryStorage!
  62. @Injected() private var alertHistoryStorage: AlertHistoryStorage!
  63. @Injected() private var glucoseStorage: GlucoseStorage!
  64. @Injected() private var tempTargetsStorage: TempTargetsStorage!
  65. @Injected() private var carbsStorage: CarbsStorage!
  66. @Injected() private var announcementsStorage: AnnouncementsStorage!
  67. @Injected() private var deviceDataManager: DeviceDataManager!
  68. @Injected() private var nightscout: NightscoutManager!
  69. @Injected() private var settingsManager: SettingsManager!
  70. @Injected() private var broadcaster: Broadcaster!
  71. @Persisted(key: "lastAutotuneDate") private var lastAutotuneDate = Date()
  72. @Persisted(key: "lastLoopDate") var lastLoopDate: Date = .distantPast {
  73. didSet {
  74. lastLoopDateSubject.send(lastLoopDate)
  75. }
  76. }
  77. let coredataContext = CoreDataStack.shared.persistentContainer.viewContext
  78. private var openAPS: OpenAPS!
  79. private var lifetime = Lifetime()
  80. var pumpManager: PumpManagerUI? {
  81. get { deviceDataManager.pumpManager }
  82. set { deviceDataManager.pumpManager = newValue }
  83. }
  84. var bluetoothManager: BluetoothStateManager? { deviceDataManager.bluetoothManager }
  85. @Persisted(key: "isManualTempBasal") var isManualTempBasal: Bool = false
  86. let isLooping = CurrentValueSubject<Bool, Never>(false)
  87. let lastLoopDateSubject = PassthroughSubject<Date, Never>()
  88. let lastError = CurrentValueSubject<Error?, Never>(nil)
  89. let bolusProgress = CurrentValueSubject<Decimal?, Never>(nil)
  90. var pumpDisplayState: CurrentValueSubject<PumpDisplayState?, Never> {
  91. deviceDataManager.pumpDisplayState
  92. }
  93. var pumpName: CurrentValueSubject<String, Never> {
  94. deviceDataManager.pumpName
  95. }
  96. var pumpExpiresAtDate: CurrentValueSubject<Date?, Never> {
  97. deviceDataManager.pumpExpiresAtDate
  98. }
  99. var settings: FreeAPSSettings {
  100. get { settingsManager.settings }
  101. set { settingsManager.settings = newValue }
  102. }
  103. init(resolver: Resolver) {
  104. injectServices(resolver)
  105. openAPS = OpenAPS(storage: storage)
  106. subscribe()
  107. lastLoopDateSubject.send(lastLoopDate)
  108. isLooping
  109. .weakAssign(to: \.deviceDataManager.loopInProgress, on: self)
  110. .store(in: &lifetime)
  111. }
  112. private func subscribe() {
  113. deviceDataManager.recommendsLoop
  114. .receive(on: processQueue)
  115. .sink { [weak self] in
  116. self?.loop()
  117. }
  118. .store(in: &lifetime)
  119. pumpManager?.addStatusObserver(self, queue: processQueue)
  120. deviceDataManager.errorSubject
  121. .receive(on: processQueue)
  122. .map { APSError.pumpError($0) }
  123. .sink {
  124. self.processError($0)
  125. }
  126. .store(in: &lifetime)
  127. deviceDataManager.bolusTrigger
  128. .receive(on: processQueue)
  129. .sink { bolusing in
  130. if bolusing {
  131. self.createBolusReporter()
  132. } else {
  133. self.clearBolusReporter()
  134. }
  135. }
  136. .store(in: &lifetime)
  137. // manage a manual Temp Basal from OmniPod - Force loop() after stop a temp basal or finished
  138. deviceDataManager.manualTempBasal
  139. .receive(on: processQueue)
  140. .sink { manualBasal in
  141. if manualBasal {
  142. self.isManualTempBasal = true
  143. } else {
  144. if self.isManualTempBasal {
  145. self.isManualTempBasal = false
  146. self.loop()
  147. }
  148. }
  149. }
  150. .store(in: &lifetime)
  151. }
  152. func heartbeat(date: Date) {
  153. deviceDataManager.heartbeat(date: date)
  154. }
  155. // Loop entry point
  156. private func loop() {
  157. guard !isLooping.value else {
  158. warning(.apsManager, "Already looping, skip")
  159. return
  160. }
  161. debug(.apsManager, "Starting loop")
  162. var loopStatRecord = LoopStats(
  163. start: Date(),
  164. loopStatus: "Starting"
  165. )
  166. isLooping.send(true)
  167. determineBasal()
  168. .replaceEmpty(with: false)
  169. .flatMap { [weak self] success -> AnyPublisher<Void, Error> in
  170. guard let self = self, success else {
  171. return Fail(error: APSError.apsError(message: "Determine basal failed")).eraseToAnyPublisher()
  172. }
  173. // Open loop completed
  174. guard self.settings.closedLoop else {
  175. self.nightscout.uploadStatus()
  176. return Just(()).setFailureType(to: Error.self).eraseToAnyPublisher()
  177. }
  178. self.nightscout.uploadStatus()
  179. // Closed loop - enact suggested
  180. return self.enactSuggested()
  181. }
  182. .sink { [weak self] completion in
  183. guard let self = self else { return }
  184. loopStatRecord.end = Date()
  185. loopStatRecord.duration = self.roundDouble(
  186. (loopStatRecord.end! - loopStatRecord.start).timeInterval / 60,
  187. 2
  188. )
  189. if case let .failure(error) = completion {
  190. loopStatRecord.loopStatus = error.localizedDescription
  191. self.loopCompleted(error: error, loopStatRecord: loopStatRecord)
  192. } else {
  193. loopStatRecord.loopStatus = "Success"
  194. self.loopCompleted(loopStatRecord: loopStatRecord)
  195. }
  196. } receiveValue: {}
  197. .store(in: &lifetime)
  198. }
  199. // Loop exit point
  200. private func loopCompleted(error: Error? = nil, loopStatRecord: LoopStats) {
  201. isLooping.send(false)
  202. if let error = error {
  203. warning(.apsManager, "Loop failed with error: \(error.localizedDescription)")
  204. processError(error)
  205. } else {
  206. debug(.apsManager, "Loop succeeded")
  207. lastLoopDate = Date()
  208. lastError.send(nil)
  209. }
  210. loopStats(loopStatRecord: loopStatRecord)
  211. if settings.closedLoop {
  212. reportEnacted(received: error == nil)
  213. }
  214. }
  215. private func verifyStatus() -> Error? {
  216. guard let pump = pumpManager else {
  217. return APSError.invalidPumpState(message: "Pump not set")
  218. }
  219. let status = pump.status.pumpStatus
  220. guard !status.bolusing else {
  221. return APSError.invalidPumpState(message: "Pump is bolusing")
  222. }
  223. guard !status.suspended else {
  224. return APSError.invalidPumpState(message: "Pump suspended")
  225. }
  226. let reservoir = storage.retrieve(OpenAPS.Monitor.reservoir, as: Decimal.self) ?? 100
  227. guard reservoir >= 0 else {
  228. return APSError.invalidPumpState(message: "Reservoir is empty")
  229. }
  230. return nil
  231. }
  232. private func autosens() -> AnyPublisher<Bool, Never> {
  233. guard let autosens = storage.retrieve(OpenAPS.Settings.autosense, as: Autosens.self),
  234. (autosens.timestamp ?? .distantPast).addingTimeInterval(30.minutes.timeInterval) > Date()
  235. else {
  236. return openAPS.autosense()
  237. .map { $0 != nil }
  238. .eraseToAnyPublisher()
  239. }
  240. return Just(false).eraseToAnyPublisher()
  241. }
  242. func determineBasal() -> AnyPublisher<Bool, Never> {
  243. debug(.apsManager, "Start determine basal")
  244. guard let glucose = storage.retrieve(OpenAPS.Monitor.glucose, as: [BloodGlucose].self), glucose.isNotEmpty else {
  245. debug(.apsManager, "Not enough glucose data")
  246. processError(APSError.glucoseError(message: "Not enough glucose data"))
  247. return Just(false).eraseToAnyPublisher()
  248. }
  249. let lastGlucoseDate = glucoseStorage.lastGlucoseDate()
  250. guard lastGlucoseDate >= Date().addingTimeInterval(-12.minutes.timeInterval) else {
  251. debug(.apsManager, "Glucose data is stale")
  252. processError(APSError.glucoseError(message: "Glucose data is stale"))
  253. return Just(false).eraseToAnyPublisher()
  254. }
  255. guard glucoseStorage.isGlucoseNotFlat() else {
  256. debug(.apsManager, "Glucose data is too flat")
  257. processError(APSError.glucoseError(message: "Glucose data is too flat"))
  258. return Just(false).eraseToAnyPublisher()
  259. }
  260. let now = Date()
  261. let temp = currentTemp(date: now)
  262. let mainPublisher = makeProfiles()
  263. .flatMap { _ in self.autosens() }
  264. .flatMap { _ in self.dailyAutotune() }
  265. .flatMap { _ in self.openAPS.determineBasal(currentTemp: temp, clock: now) }
  266. .map { suggestion -> Bool in
  267. if let suggestion = suggestion {
  268. DispatchQueue.main.async {
  269. self.broadcaster.notify(SuggestionObserver.self, on: .main) {
  270. $0.suggestionDidUpdate(suggestion)
  271. }
  272. }
  273. }
  274. return suggestion != nil
  275. }
  276. .eraseToAnyPublisher()
  277. if temp.duration == 0,
  278. settings.closedLoop,
  279. settingsManager.preferences.unsuspendIfNoTemp,
  280. let pump = pumpManager,
  281. pump.status.pumpStatus.suspended
  282. {
  283. return pump.resumeDelivery()
  284. .flatMap { _ in mainPublisher }
  285. .replaceError(with: false)
  286. .eraseToAnyPublisher()
  287. }
  288. return mainPublisher
  289. }
  290. func determineBasalSync() {
  291. determineBasal().cancellable().store(in: &lifetime)
  292. }
  293. func makeProfiles() -> AnyPublisher<Bool, Never> {
  294. openAPS.makeProfiles(useAutotune: settings.useAutotune)
  295. .map { tunedProfile in
  296. if let basalProfile = tunedProfile?.basalProfile {
  297. self.processQueue.async {
  298. self.broadcaster.notify(BasalProfileObserver.self, on: self.processQueue) {
  299. $0.basalProfileDidChange(basalProfile)
  300. }
  301. }
  302. }
  303. return tunedProfile != nil
  304. }
  305. .eraseToAnyPublisher()
  306. }
  307. func roundBolus(amount: Decimal) -> Decimal {
  308. guard let pump = pumpManager else { return amount }
  309. let rounded = Decimal(pump.roundToSupportedBolusVolume(units: Double(amount)))
  310. let maxBolus = Decimal(pump.roundToSupportedBolusVolume(units: Double(settingsManager.pumpSettings.maxBolus)))
  311. return min(rounded, maxBolus)
  312. }
  313. private var bolusReporter: DoseProgressReporter?
  314. func enactBolus(amount: Double, isSMB: Bool) {
  315. if let error = verifyStatus() {
  316. processError(error)
  317. processQueue.async {
  318. self.broadcaster.notify(BolusFailureObserver.self, on: self.processQueue) {
  319. $0.bolusDidFail()
  320. }
  321. }
  322. return
  323. }
  324. guard let pump = pumpManager else { return }
  325. let roundedAmout = pump.roundToSupportedBolusVolume(units: amount)
  326. debug(.apsManager, "Enact bolus \(roundedAmout), manual \(!isSMB)")
  327. pump.enactBolus(units: roundedAmout, automatic: isSMB).sink { completion in
  328. if case let .failure(error) = completion {
  329. warning(.apsManager, "Bolus failed with error: \(error.localizedDescription)")
  330. self.processError(APSError.pumpError(error))
  331. if !isSMB {
  332. self.processQueue.async {
  333. self.broadcaster.notify(BolusFailureObserver.self, on: self.processQueue) {
  334. $0.bolusDidFail()
  335. }
  336. }
  337. }
  338. } else {
  339. debug(.apsManager, "Bolus succeeded")
  340. if !isSMB {
  341. self.determineBasal().sink { _ in }.store(in: &self.lifetime)
  342. }
  343. self.bolusProgress.send(0)
  344. }
  345. } receiveValue: { _ in }
  346. .store(in: &lifetime)
  347. }
  348. func cancelBolus() {
  349. guard let pump = pumpManager, pump.status.pumpStatus.bolusing else { return }
  350. debug(.apsManager, "Cancel bolus")
  351. pump.cancelBolus().sink { completion in
  352. if case let .failure(error) = completion {
  353. debug(.apsManager, "Bolus cancellation failed with error: \(error.localizedDescription)")
  354. self.processError(APSError.pumpError(error))
  355. } else {
  356. debug(.apsManager, "Bolus cancelled")
  357. }
  358. self.bolusReporter?.removeObserver(self)
  359. self.bolusReporter = nil
  360. self.bolusProgress.send(nil)
  361. } receiveValue: { _ in }
  362. .store(in: &lifetime)
  363. }
  364. func enactTempBasal(rate: Double, duration: TimeInterval) {
  365. if let error = verifyStatus() {
  366. processError(error)
  367. return
  368. }
  369. guard let pump = pumpManager else { return }
  370. // unable to do temp basal during manual temp basal 😁
  371. if isManualTempBasal {
  372. processError(APSError.manualBasalTemp(message: "Loop not possible during the manual basal temp"))
  373. return
  374. }
  375. debug(.apsManager, "Enact temp basal \(rate) - \(duration)")
  376. let roundedAmout = pump.roundToSupportedBasalRate(unitsPerHour: rate)
  377. pump.enactTempBasal(unitsPerHour: roundedAmout, for: duration) { error in
  378. if let error = error {
  379. debug(.apsManager, "Temp Basal failed with error: \(error.localizedDescription)")
  380. self.processError(APSError.pumpError(error))
  381. } else {
  382. debug(.apsManager, "Temp Basal succeeded")
  383. let temp = TempBasal(duration: Int(duration / 60), rate: Decimal(rate), temp: .absolute, timestamp: Date())
  384. self.storage.save(temp, as: OpenAPS.Monitor.tempBasal)
  385. if rate == 0, duration == 0 {
  386. self.pumpHistoryStorage.saveCancelTempEvents()
  387. }
  388. }
  389. }
  390. }
  391. func dailyAutotune() -> AnyPublisher<Bool, Never> {
  392. guard settings.useAutotune else {
  393. return Just(false).eraseToAnyPublisher()
  394. }
  395. let now = Date()
  396. guard lastAutotuneDate.isBeforeDate(now, granularity: .day) else {
  397. return Just(false).eraseToAnyPublisher()
  398. }
  399. lastAutotuneDate = now
  400. return autotune().map { $0 != nil }.eraseToAnyPublisher()
  401. }
  402. func autotune() -> AnyPublisher<Autotune?, Never> {
  403. openAPS.autotune().eraseToAnyPublisher()
  404. }
  405. func enactAnnouncement(_ announcement: Announcement) {
  406. guard let action = announcement.action else {
  407. warning(.apsManager, "Invalid Announcement action")
  408. return
  409. }
  410. guard let pump = pumpManager else {
  411. warning(.apsManager, "Pump is not set")
  412. return
  413. }
  414. debug(.apsManager, "Start enact announcement: \(action)")
  415. switch action {
  416. case let .bolus(amount):
  417. if let error = verifyStatus() {
  418. processError(error)
  419. return
  420. }
  421. let roundedAmount = pump.roundToSupportedBolusVolume(units: Double(amount))
  422. pump.enactBolus(units: roundedAmount, activationType: .manualRecommendationAccepted) { error in
  423. if let error = error {
  424. // warning(.apsManager, "Announcement Bolus failed with error: \(error.localizedDescription)")
  425. switch error {
  426. case .uncertainDelivery:
  427. // Do not generate notification on uncertain delivery error
  428. break
  429. default:
  430. // Do not generate notifications for automatic boluses that fail.
  431. warning(.apsManager, "Announcement Bolus failed with error: \(error.localizedDescription)")
  432. }
  433. } else {
  434. debug(.apsManager, "Announcement Bolus succeeded")
  435. self.announcementsStorage.storeAnnouncements([announcement], enacted: true)
  436. self.bolusProgress.send(0)
  437. }
  438. }
  439. case let .pump(pumpAction):
  440. switch pumpAction {
  441. case .suspend:
  442. if let error = verifyStatus() {
  443. processError(error)
  444. return
  445. }
  446. pump.suspendDelivery { error in
  447. if let error = error {
  448. debug(.apsManager, "Pump not suspended by Announcement: \(error.localizedDescription)")
  449. } else {
  450. debug(.apsManager, "Pump suspended by Announcement")
  451. self.announcementsStorage.storeAnnouncements([announcement], enacted: true)
  452. self.nightscout.uploadStatus()
  453. }
  454. }
  455. case .resume:
  456. guard pump.status.pumpStatus.suspended else {
  457. return
  458. }
  459. pump.resumeDelivery { error in
  460. if let error = error {
  461. warning(.apsManager, "Pump not resumed by Announcement: \(error.localizedDescription)")
  462. } else {
  463. debug(.apsManager, "Pump resumed by Announcement")
  464. self.announcementsStorage.storeAnnouncements([announcement], enacted: true)
  465. self.nightscout.uploadStatus()
  466. }
  467. }
  468. }
  469. case let .looping(closedLoop):
  470. settings.closedLoop = closedLoop
  471. debug(.apsManager, "Closed loop \(closedLoop) by Announcement")
  472. announcementsStorage.storeAnnouncements([announcement], enacted: true)
  473. case let .tempbasal(rate, duration):
  474. if let error = verifyStatus() {
  475. processError(error)
  476. return
  477. }
  478. // unable to do temp basal during manual temp basal 😁
  479. if isManualTempBasal {
  480. processError(APSError.manualBasalTemp(message: "Loop not possible during the manual basal temp"))
  481. return
  482. }
  483. guard !settings.closedLoop else {
  484. return
  485. }
  486. let roundedRate = pump.roundToSupportedBasalRate(unitsPerHour: Double(rate))
  487. pump.enactTempBasal(unitsPerHour: roundedRate, for: TimeInterval(duration) * 60) { error in
  488. if let error = error {
  489. warning(.apsManager, "Announcement TempBasal failed with error: \(error.localizedDescription)")
  490. } else {
  491. debug(.apsManager, "Announcement TempBasal succeeded")
  492. self.announcementsStorage.storeAnnouncements([announcement], enacted: true)
  493. }
  494. }
  495. }
  496. }
  497. private func currentTemp(date: Date) -> TempBasal {
  498. let defaultTemp = { () -> TempBasal in
  499. guard let temp = storage.retrieve(OpenAPS.Monitor.tempBasal, as: TempBasal.self) else {
  500. return TempBasal(duration: 0, rate: 0, temp: .absolute, timestamp: Date())
  501. }
  502. let delta = Int((date.timeIntervalSince1970 - temp.timestamp.timeIntervalSince1970) / 60)
  503. let duration = max(0, temp.duration - delta)
  504. return TempBasal(duration: duration, rate: temp.rate, temp: .absolute, timestamp: date)
  505. }()
  506. guard let state = pumpManager?.status.basalDeliveryState else { return defaultTemp }
  507. switch state {
  508. case .active:
  509. return TempBasal(duration: 0, rate: 0, temp: .absolute, timestamp: date)
  510. case let .tempBasal(dose):
  511. let rate = Decimal(dose.unitsPerHour)
  512. let durationMin = max(0, Int((dose.endDate.timeIntervalSince1970 - date.timeIntervalSince1970) / 60))
  513. return TempBasal(duration: durationMin, rate: rate, temp: .absolute, timestamp: date)
  514. default:
  515. return defaultTemp
  516. }
  517. }
  518. private func enactSuggested() -> AnyPublisher<Void, Error> {
  519. guard let suggested = storage.retrieve(OpenAPS.Enact.suggested, as: Suggestion.self) else {
  520. return Fail(error: APSError.apsError(message: "Suggestion not found")).eraseToAnyPublisher()
  521. }
  522. guard Date().timeIntervalSince(suggested.deliverAt ?? .distantPast) < Config.eхpirationInterval else {
  523. return Fail(error: APSError.apsError(message: "Suggestion expired")).eraseToAnyPublisher()
  524. }
  525. guard let pump = pumpManager else {
  526. return Fail(error: APSError.apsError(message: "Pump not set")).eraseToAnyPublisher()
  527. }
  528. // unable to do temp basal during manual temp basal 😁
  529. if isManualTempBasal {
  530. return Fail(error: APSError.manualBasalTemp(message: "Loop not possible during the manual basal temp"))
  531. .eraseToAnyPublisher()
  532. }
  533. let basalPublisher: AnyPublisher<Void, Error> = Deferred { () -> AnyPublisher<Void, Error> in
  534. if let error = self.verifyStatus() {
  535. return Fail(error: error).eraseToAnyPublisher()
  536. }
  537. guard let rate = suggested.rate, let duration = suggested.duration else {
  538. // It is OK, no temp required
  539. debug(.apsManager, "No temp required")
  540. return Just(()).setFailureType(to: Error.self)
  541. .eraseToAnyPublisher()
  542. }
  543. return pump.enactTempBasal(unitsPerHour: Double(rate), for: TimeInterval(duration * 60)).map { _ in
  544. let temp = TempBasal(duration: duration, rate: rate, temp: .absolute, timestamp: Date())
  545. self.storage.save(temp, as: OpenAPS.Monitor.tempBasal)
  546. return ()
  547. }
  548. .eraseToAnyPublisher()
  549. }.eraseToAnyPublisher()
  550. let bolusPublisher: AnyPublisher<Void, Error> = Deferred { () -> AnyPublisher<Void, Error> in
  551. if let error = self.verifyStatus() {
  552. return Fail(error: error).eraseToAnyPublisher()
  553. }
  554. guard let units = suggested.units else {
  555. // It is OK, no bolus required
  556. debug(.apsManager, "No bolus required")
  557. return Just(()).setFailureType(to: Error.self)
  558. .eraseToAnyPublisher()
  559. }
  560. return pump.enactBolus(units: Double(units), automatic: true).map { _ in
  561. self.bolusProgress.send(0)
  562. return ()
  563. }
  564. .eraseToAnyPublisher()
  565. }.eraseToAnyPublisher()
  566. return basalPublisher.flatMap { bolusPublisher }.eraseToAnyPublisher()
  567. }
  568. private func reportEnacted(received: Bool) {
  569. if let suggestion = storage.retrieve(OpenAPS.Enact.suggested, as: Suggestion.self), suggestion.deliverAt != nil {
  570. var enacted = suggestion
  571. enacted.timestamp = Date()
  572. enacted.recieved = received
  573. storage.save(enacted, as: OpenAPS.Enact.enacted)
  574. debug(.apsManager, "Suggestion enacted. Received: \(received)")
  575. DispatchQueue.main.async {
  576. self.broadcaster.notify(EnactedSuggestionObserver.self, on: .main) {
  577. $0.enactedSuggestionDidUpdate(enacted)
  578. }
  579. }
  580. nightscout.uploadStatus()
  581. // Update the TDD value
  582. tdd(enacted_: enacted)
  583. // Update statistics. Only run if enabled in preferences
  584. if settingsManager.settings.displayStatistics {
  585. statistics()
  586. }
  587. }
  588. }
  589. private func tdd(enacted_: Suggestion) {
  590. let tddStartedAt = Date()
  591. let preferences = settingsManager.preferences
  592. let currentTDD = enacted_.tdd ?? 0
  593. // MARK: Add new data to Core Data:TDD Entity. TEST:
  594. debug(.apsManager, "Writing TDD to CoreData")
  595. let nTDD = TDD(context: coredataContext)
  596. nTDD.timestamp = Date()
  597. nTDD.tdd = NSDecimalNumber(decimal: currentTDD)
  598. try? coredataContext.save()
  599. let twoWeeksAgo = Date().addingTimeInterval(-14.days.timeInterval)
  600. let twoHoursAgo = Date().addingTimeInterval(-2.hours.timeInterval)
  601. let requestTDD = TDD.fetchRequest() as NSFetchRequest<TDD>
  602. requestTDD.predicate = NSPredicate(format: "timestamp > %@ AND tdd > 0", twoWeeksAgo as NSDate)
  603. var uniqEvents: [TDD] = []
  604. try? uniqEvents = coredataContext.fetch(requestTDD)
  605. var total: Decimal = 0
  606. var indeces: Decimal = 0
  607. for uniqEvent in uniqEvents {
  608. debug(.apsManager, "Read TDD from CoreData: \(uniqEvent.tdd!.decimalValue)")
  609. total += uniqEvent.tdd!.decimalValue
  610. indeces += 1
  611. }
  612. requestTDD.predicate = NSPredicate(format: "timestamp > %@ AND tdd > 0", twoHoursAgo as NSDate)
  613. var entriesPast2hours: [TDD] = []
  614. try? entriesPast2hours = coredataContext.fetch(requestTDD)
  615. var totalAmount: Decimal = 0
  616. var nrOfIndeces: Decimal = 0
  617. for entry in entriesPast2hours {
  618. if (entry.tdd?.decimalValue ?? 0) > 0 {
  619. totalAmount += entry.tdd?.decimalValue ?? 0
  620. nrOfIndeces += 1
  621. }
  622. }
  623. if indeces == 0 {
  624. indeces = 1
  625. }
  626. if nrOfIndeces == 0 {
  627. nrOfIndeces = 1
  628. }
  629. let average14 = total / indeces
  630. let average2hours = totalAmount / nrOfIndeces
  631. let weight = preferences.weightPercentage
  632. let weighted_average = weight * average2hours + (1 - weight) * average14
  633. let averages = TDD_averages(
  634. average_total_data: roundDecimal(average14, 1),
  635. weightedAverage: roundDecimal(weighted_average, 1),
  636. past2hoursAverage: roundDecimal(average2hours, 1),
  637. date: Date()
  638. )
  639. storage.save(averages, as: OpenAPS.Monitor.tdd_averages)
  640. print("Test time of TDD: \(-1 * tddStartedAt.timeIntervalSinceNow) s")
  641. }
  642. private func roundDecimal(_ decimal: Decimal, _ digits: Double) -> Decimal {
  643. let rounded = round(Double(decimal) * pow(10, digits)) / pow(10, digits)
  644. return Decimal(rounded)
  645. }
  646. private func roundDouble(_ double: Double, _ digits: Double) -> Double {
  647. let rounded = round(Double(double) * pow(10, digits)) / pow(10, digits)
  648. return rounded
  649. }
  650. private func medianCalculation(array: [Double]) -> Double {
  651. guard !array.isEmpty else {
  652. return 0
  653. }
  654. let sorted = array.sorted()
  655. let length = array.count
  656. if length % 2 == 0 {
  657. return (sorted[length / 2 - 1] + sorted[length / 2]) / 2
  658. }
  659. return sorted[length / 2]
  660. }
  661. // Add to statistics.JSON
  662. private func statistics() {
  663. let statisticsStartedAt = Date()
  664. var testFile: [Statistics] = []
  665. var testIfEmpty = 0
  666. storage.transaction { storage in
  667. testFile = storage.retrieve(OpenAPS.Monitor.statistics, as: [Statistics].self) ?? []
  668. testIfEmpty = testFile.count
  669. }
  670. let updateThisOften = Int(settingsManager.preferences.updateInterval)
  671. // Only run every 30 minutes of according to setting.
  672. if testIfEmpty != 0 {
  673. guard testFile[0].created_at.addingTimeInterval(updateThisOften.minutes.timeInterval) < Date()
  674. else {
  675. return
  676. }
  677. }
  678. let units = settingsManager.settings.units
  679. let preferences = settingsManager.preferences
  680. // MARK: Fetch Carbs from CoreData
  681. let requestCarbs = Carbohydrates.fetchRequest() as NSFetchRequest<Carbohydrates>
  682. var daysAgo = Date().addingTimeInterval(-1.days.timeInterval)
  683. requestCarbs.predicate = NSPredicate(format: "carbs > 0 AND date > %@", daysAgo as NSDate)
  684. let sortCarbs = NSSortDescriptor(key: "date", ascending: true)
  685. requestCarbs.sortDescriptors = [sortCarbs]
  686. var carbs = [Carbohydrates]()
  687. try? carbs = coredataContext.fetch(requestCarbs)
  688. let carbTotal = carbs.map({ carbs in carbs.carbs as? Decimal ?? 0 }).reduce(0, +)
  689. // MARK: Fetch TDD from CoreData
  690. let requestTDD = TDD.fetchRequest() as NSFetchRequest<TDD>
  691. daysAgo = Date().addingTimeInterval(-10.days.timeInterval)
  692. requestTDD.predicate = NSPredicate(format: "tdd > 0 AND date > %@", daysAgo as NSDate)
  693. requestTDD.fetchLimit = 1
  694. let sort = NSSortDescriptor(key: "timestamp", ascending: false)
  695. requestTDD.sortDescriptors = [sort]
  696. var tdds: [TDD] = []
  697. try? tdds = coredataContext.fetch(requestTDD)
  698. var currentTDD: Decimal = 0
  699. if tdds.count == 1 {
  700. currentTDD = tdds[0].tdd?.decimalValue ?? 0
  701. }
  702. var algo_ = "Oref0"
  703. if preferences.sigmoid, preferences.enableDynamicCR {
  704. algo_ = "Dynamic ISF + CR: Sigmoid"
  705. } else if preferences.sigmoid, !preferences.enableDynamicCR {
  706. algo_ = "Dynamic ISF: Sigmoid"
  707. } else if preferences.useNewFormula, preferences.enableDynamicCR {
  708. algo_ = "Dynamic ISF + CR: Logarithmic"
  709. } else if preferences.useNewFormula, !preferences.sigmoid,!preferences.enableDynamicCR {
  710. algo_ = "Dynamic ISF: Logarithmic"
  711. }
  712. let af = preferences.adjustmentFactor
  713. let insulin_type = preferences.curve
  714. let buildDate = Bundle.main.buildDate
  715. let version = Bundle.main.releaseVersionNumber
  716. let build = Bundle.main.buildVersionNumber
  717. let branch = Bundle.main.infoDictionary?["BuildBranch"] as? String ?? ""
  718. let copyrightNotice_ = Bundle.main.infoDictionary?["NSHumanReadableCopyright"] as? String ?? ""
  719. let pump_ = pumpManager?.localizedTitle ?? ""
  720. let cgm = settingsManager.settings.cgm
  721. let file = OpenAPS.Monitor.statistics
  722. var iPa: Decimal = 75
  723. if preferences.useCustomPeakTime {
  724. iPa = preferences.insulinPeakTime
  725. } else if preferences.curve.rawValue == "rapid-acting" {
  726. iPa = 65
  727. } else if preferences.curve.rawValue == "ultra-rapid" {
  728. iPa = 50
  729. }
  730. // MARK: Fetch LoopStatRecords from CoreData
  731. let requestLSR = LoopStatRecord.fetchRequest() as NSFetchRequest<LoopStatRecord>
  732. requestLSR.predicate = NSPredicate(format: "start > %@", Date().addingTimeInterval(-24.hours.timeInterval) as NSDate)
  733. let sortLSR = NSSortDescriptor(key: "start", ascending: false)
  734. requestLSR.sortDescriptors = [sortLSR]
  735. var lsr: [LoopStatRecord] = []
  736. try? lsr = coredataContext.fetch(requestLSR)
  737. var successRate: Double?
  738. var successNR = 0.0
  739. var errorNR = 0.0
  740. var minimumInt = 999.0
  741. var maximumInt = 0.0
  742. var minimumLoopTime = 9999.0
  743. var maximumLoopTime = 0.0
  744. var timeIntervalLoops = 0.0
  745. var previousTimeLoop = Date()
  746. var timeForOneLoop = 0.0
  747. var averageLoopTime = 0.0
  748. var timeForOneLoopArray: [Double] = []
  749. var medianLoopTime = 0.0
  750. var timeIntervalLoopArray: [Double] = []
  751. var medianInterval = 0.0
  752. var averageIntervalLoops = 0.0
  753. if lsr.isNotEmpty {
  754. var i = 0.0
  755. if let loopEnd = lsr[0].end {
  756. previousTimeLoop = loopEnd
  757. }
  758. for each in lsr {
  759. if let loopEnd = each.end {
  760. let loopDuration = each.duration
  761. if (each.loopStatus?.contains("Success")) != nil {
  762. successNR += 1
  763. } else {
  764. errorNR += 1
  765. }
  766. i += 1
  767. timeIntervalLoops = (previousTimeLoop - (each.start ?? previousTimeLoop)).timeInterval / 60
  768. if timeIntervalLoops > 0.0, i != 1 {
  769. timeIntervalLoopArray.append(timeIntervalLoops)
  770. }
  771. if timeIntervalLoops > maximumInt {
  772. maximumInt = timeIntervalLoops
  773. }
  774. if timeIntervalLoops < minimumInt, i != 1 {
  775. minimumInt = timeIntervalLoops
  776. }
  777. timeForOneLoop = loopDuration
  778. timeForOneLoopArray.append(timeForOneLoop)
  779. averageLoopTime += timeForOneLoop
  780. if timeForOneLoop >= maximumLoopTime, timeForOneLoop != 0.0 {
  781. maximumLoopTime = timeForOneLoop
  782. }
  783. if timeForOneLoop <= minimumLoopTime, timeForOneLoop != 0.0 {
  784. minimumLoopTime = timeForOneLoop
  785. }
  786. previousTimeLoop = loopEnd
  787. }
  788. }
  789. successRate = (successNR / Double(i)) * 100
  790. averageLoopTime /= Double(i)
  791. // Median values
  792. medianLoopTime = medianCalculation(array: timeForOneLoopArray)
  793. medianInterval = medianCalculation(array: timeIntervalLoopArray)
  794. // Average time interval between loops
  795. averageIntervalLoops = timeIntervalLoopArray.reduce(0, +) / Double(timeIntervalLoopArray.count)
  796. }
  797. if minimumInt == 999.0 {
  798. minimumInt = 0.0
  799. }
  800. if minimumLoopTime == 9999.0 {
  801. minimumLoopTime = 0.0
  802. }
  803. let requestGFS = Readings.fetchRequest() as NSFetchRequest<Readings>
  804. let sortGlucose = NSSortDescriptor(key: "date", ascending: true)
  805. requestGFS.sortDescriptors = [sortGlucose]
  806. var glucose: [Readings] = []
  807. try? glucose = coredataContext.fetch(requestGFS)
  808. let firstElementTime = glucose.first?.date ?? Date()
  809. let lastElementTime = glucose.last?.date ?? Date()
  810. let numberOfDays = (lastElementTime - firstElementTime).timeInterval / 8.64E4
  811. // Time In Range (%) and Average Glucose (24 hours). This will be refactored later after some testing.
  812. let length_ = glucose.count
  813. let endIndex = length_ - 1
  814. var bg: Decimal = 0
  815. var bgArray: [Double] = []
  816. var bgArray_1_: [Double] = []
  817. var bgArray_7_: [Double] = []
  818. var bgArray_30_: [Double] = []
  819. var bgArrayForTIR: [(bg_: Double, date_: Date)] = []
  820. var bgArray_1: [(bg_: Double, date_: Date)] = []
  821. var bgArray_7: [(bg_: Double, date_: Date)] = []
  822. var bgArray_30: [(bg_: Double, date_: Date)] = []
  823. var medianBG = 0.0
  824. var nr_bgs: Decimal = 0
  825. var bg_1: Decimal = 0
  826. var bg_7: Decimal = 0
  827. var bg_30: Decimal = 0
  828. var bg_total: Decimal = 0
  829. var j = -1
  830. var conversionFactor: Decimal = 1
  831. if units == .mmolL {
  832. conversionFactor = 0.0555
  833. }
  834. // Make arrays for median calculations and calculate averages
  835. if endIndex >= 0 {
  836. for entry in glucose {
  837. j += 1
  838. if entry.glucose > 0 {
  839. bg += Decimal(entry.glucose) * conversionFactor
  840. bgArray.append(Double(entry.glucose) * Double(conversionFactor))
  841. bgArrayForTIR.append((Double(entry.glucose), entry.date!))
  842. nr_bgs += 1
  843. if (firstElementTime - (entry.date ?? Date())).timeInterval / 60 <= 8.64E4 { // 1 day
  844. bg_1 = bg / nr_bgs
  845. bgArray_1 = bgArrayForTIR
  846. bgArray_1_ = bgArray
  847. }
  848. if (firstElementTime - (entry.date ?? Date())).timeInterval / 60 <= 6.048E5 { // 7 days
  849. bg_7 = bg / nr_bgs
  850. bgArray_7 = bgArrayForTIR
  851. bgArray_7_ = bgArray
  852. }
  853. if (firstElementTime - (entry.date ?? Date())).timeInterval / 60 <= 2.592E6 { // 30 days
  854. bg_30 = bg / nr_bgs
  855. bgArray_30 = bgArrayForTIR
  856. bgArray_30_ = bgArray
  857. }
  858. }
  859. }
  860. }
  861. if nr_bgs > 0 {
  862. // Up to 91 days
  863. bg_total = bg / nr_bgs
  864. }
  865. // Total median
  866. medianBG = medianCalculation(array: bgArray)
  867. func tir(_ array: [(bg_: Double, date_: Date)]) -> (TIR: Double, hypos: Double, hypers: Double) {
  868. var timeInHypo = 0.0
  869. var timeInHyper = 0.0
  870. var hypos = 0.0
  871. var hypers = 0.0
  872. var i = -1
  873. var lastIndex = false
  874. let endIndex = array.count - 1
  875. var hypoLimit = settingsManager.preferences.low
  876. var hyperLimit = settingsManager.preferences.high
  877. if units == .mmolL {
  878. hypoLimit = hypoLimit / 0.0555
  879. hyperLimit = hyperLimit / 0.0555
  880. }
  881. var full_time = 0.0
  882. if endIndex > 0 {
  883. full_time = (array[0].date_ - array[endIndex].date_).timeInterval
  884. }
  885. while i < endIndex {
  886. i += 1
  887. let currentTime = array[i].date_
  888. var previousTime = currentTime
  889. if i + 1 <= endIndex {
  890. previousTime = array[i + 1].date_
  891. } else {
  892. lastIndex = true
  893. }
  894. if array[i].bg_ < Double(hypoLimit), !lastIndex {
  895. timeInHypo += (currentTime - previousTime).timeInterval
  896. } else if array[i].bg_ >= Double(hyperLimit), !lastIndex {
  897. timeInHyper += (currentTime - previousTime).timeInterval
  898. }
  899. }
  900. if timeInHypo == 0.0 {
  901. hypos = 0
  902. } else if full_time != 0.0 { hypos = (timeInHypo / full_time) * 100
  903. }
  904. if timeInHyper == 0.0 {
  905. hypers = 0
  906. } else if full_time != 0.0 { hypers = (timeInHyper / full_time) * 100
  907. }
  908. let TIR = 100 - (hypos + hypers)
  909. return (roundDouble(TIR, 1), roundDouble(hypos, 1), roundDouble(hypers, 1))
  910. }
  911. // HbA1c estimation (%, mmol/mol) 1 day
  912. var NGSPa1CStatisticValue: Decimal = 0.0
  913. var IFCCa1CStatisticValue: Decimal = 0.0
  914. if nr_bgs > 0 {
  915. NGSPa1CStatisticValue = ((bg_1 / conversionFactor) + 46.7) / 28.7 // NGSP (%)
  916. IFCCa1CStatisticValue = 10.929 *
  917. (NGSPa1CStatisticValue - 2.152) // IFCC (mmol/mol) A1C(mmol/mol) = 10.929 * (A1C(%) - 2.15)
  918. }
  919. // 7 days
  920. var NGSPa1CStatisticValue_7: Decimal = 0.0
  921. var IFCCa1CStatisticValue_7: Decimal = 0.0
  922. if nr_bgs > 0 {
  923. NGSPa1CStatisticValue_7 = ((bg_7 / conversionFactor) + 46.7) / 28.7
  924. IFCCa1CStatisticValue_7 = 10.929 * (NGSPa1CStatisticValue_7 - 2.152)
  925. }
  926. // 30 days
  927. var NGSPa1CStatisticValue_30: Decimal = 0.0
  928. var IFCCa1CStatisticValue_30: Decimal = 0.0
  929. if nr_bgs > 0 {
  930. NGSPa1CStatisticValue_30 = ((bg_30 / conversionFactor) + 46.7) / 28.7
  931. IFCCa1CStatisticValue_30 = 10.929 * (NGSPa1CStatisticValue_30 - 2.152)
  932. }
  933. // Total days
  934. var NGSPa1CStatisticValue_total: Decimal = 0.0
  935. var IFCCa1CStatisticValue_total: Decimal = 0.0
  936. if nr_bgs > 0 {
  937. NGSPa1CStatisticValue_total = ((bg_total / conversionFactor) + 46.7) / 28.7
  938. IFCCa1CStatisticValue_total = 10.929 *
  939. (NGSPa1CStatisticValue_total - 2.152)
  940. }
  941. let median = Durations(
  942. day: roundDecimal(Decimal(medianCalculation(array: bgArray_1_)), 1),
  943. week: roundDecimal(Decimal(medianCalculation(array: bgArray_7_)), 1),
  944. month: roundDecimal(Decimal(medianCalculation(array: bgArray_30_)), 1),
  945. total: roundDecimal(Decimal(medianBG), 1)
  946. )
  947. var hbs = Durations(
  948. day: roundDecimal(NGSPa1CStatisticValue, 1),
  949. week: roundDecimal(NGSPa1CStatisticValue_7, 1),
  950. month: roundDecimal(NGSPa1CStatisticValue_30, 1),
  951. total: roundDecimal(NGSPa1CStatisticValue_total, 1)
  952. )
  953. // Convert to user-preferred unit
  954. let overrideHbA1cUnit = settingsManager.preferences.overrideHbA1cUnit
  955. if units == .mmolL {
  956. // Override if users sets overrideHbA1cUnit: true
  957. if !overrideHbA1cUnit {
  958. hbs = Durations(
  959. day: roundDecimal(IFCCa1CStatisticValue, 1),
  960. week: roundDecimal(IFCCa1CStatisticValue_7, 1),
  961. month: roundDecimal(IFCCa1CStatisticValue_30, 1),
  962. total: roundDecimal(IFCCa1CStatisticValue_total, 1)
  963. )
  964. }
  965. } else if units != .mmolL, overrideHbA1cUnit {
  966. hbs = Durations(
  967. day: roundDecimal(IFCCa1CStatisticValue, 1),
  968. week: roundDecimal(IFCCa1CStatisticValue_7, 1),
  969. month: roundDecimal(IFCCa1CStatisticValue_30, 1),
  970. total: roundDecimal(IFCCa1CStatisticValue_total, 1)
  971. )
  972. }
  973. let glucose24Hours = storage.retrieve(OpenAPS.Monitor.glucose, as: [BloodGlucose].self)
  974. let nrOfCGMReadings = glucose24Hours?.count ?? 0
  975. let loopstat = LoopCycles(
  976. loops: Int(successNR + errorNR),
  977. errors: Int(errorNR),
  978. readings: nrOfCGMReadings,
  979. success_rate: Decimal(round(successRate ?? 0)),
  980. avg_interval: roundDecimal(Decimal(averageIntervalLoops), 1),
  981. median_interval: roundDecimal(Decimal(medianInterval), 1),
  982. min_interval: roundDecimal(Decimal(minimumInt), 1),
  983. max_interval: roundDecimal(Decimal(maximumInt), 1),
  984. avg_duration: Decimal(roundDouble(averageLoopTime, 2)),
  985. median_duration: Decimal(roundDouble(medianLoopTime, 2)),
  986. min_duration: roundDecimal(Decimal(minimumLoopTime), 2),
  987. max_duration: Decimal(roundDouble(maximumLoopTime, 1))
  988. )
  989. // TIR calcs for every case
  990. var oneDay_: (TIR: Double, hypos: Double, hypers: Double) = (0.0, 0.0, 0.0)
  991. var sevenDays_: (TIR: Double, hypos: Double, hypers: Double) = (0.0, 0.0, 0.0)
  992. var thirtyDays_: (TIR: Double, hypos: Double, hypers: Double) = (0.0, 0.0, 0.0)
  993. var totalDays_: (TIR: Double, hypos: Double, hypers: Double) = (0.0, 0.0, 0.0)
  994. // Get all TIR calcs for every case
  995. if nr_bgs > 0 {
  996. oneDay_ = tir(bgArray_1)
  997. sevenDays_ = tir(bgArray_7)
  998. thirtyDays_ = tir(bgArray_30)
  999. totalDays_ = tir(bgArrayForTIR)
  1000. }
  1001. let tir = Durations(
  1002. day: roundDecimal(Decimal(oneDay_.TIR), 1),
  1003. week: roundDecimal(Decimal(sevenDays_.TIR), 1),
  1004. month: roundDecimal(Decimal(thirtyDays_.TIR), 1),
  1005. total: roundDecimal(Decimal(totalDays_.TIR), 1)
  1006. )
  1007. let hypo = Durations(
  1008. day: Decimal(oneDay_.hypos),
  1009. week: Decimal(sevenDays_.hypos),
  1010. month: Decimal(thirtyDays_.hypos),
  1011. total: Decimal(totalDays_.hypos)
  1012. )
  1013. let hyper = Durations(
  1014. day: Decimal(oneDay_.hypers),
  1015. week: Decimal(sevenDays_.hypers),
  1016. month: Decimal(thirtyDays_.hypers),
  1017. total: Decimal(totalDays_.hypers)
  1018. )
  1019. let TimeInRange = TIRs(TIR: tir, Hypos: hypo, Hypers: hyper)
  1020. let avgs = Durations(
  1021. day: roundDecimal(bg_1, 1),
  1022. week: roundDecimal(bg_7, 1),
  1023. month: roundDecimal(bg_30, 1),
  1024. total: roundDecimal(bg_total, 1)
  1025. )
  1026. let avg = Averages(Average: avgs, Median: median)
  1027. let suggestion = storage.retrieve(OpenAPS.Enact.suggested, as: Suggestion.self)
  1028. let insulin = Ins(
  1029. TDD: roundDecimal(currentTDD, 2),
  1030. bolus: suggestion?.insulin?.bolus ?? 0,
  1031. temp_basal: suggestion?.insulin?.temp_basal ?? 0,
  1032. scheduled_basal: suggestion?.insulin?.scheduled_basal ?? 0
  1033. )
  1034. var sumOfSquares: Decimal = 0
  1035. var sumOfSquares_1: Decimal = 0
  1036. var sumOfSquares_7: Decimal = 0
  1037. var sumOfSquares_30: Decimal = 0
  1038. // Total
  1039. for array in bgArray {
  1040. sumOfSquares += pow(Decimal(array) - bg_total, 2)
  1041. }
  1042. // One day
  1043. for array_1 in bgArray_1_ {
  1044. sumOfSquares_1 += pow(Decimal(array_1) - bg_1, 2)
  1045. }
  1046. // week
  1047. for array_7 in bgArray_7_ {
  1048. sumOfSquares_7 += pow(Decimal(array_7) - bg_7, 2)
  1049. }
  1050. // month
  1051. for array_30 in bgArray_30_ {
  1052. sumOfSquares_30 += pow(Decimal(array_30) - bg_30, 2)
  1053. }
  1054. // Standard deviation and Coefficient of variation
  1055. var sd_total = 0.0
  1056. var cv_total = 0.0
  1057. var sd_1 = 0.0
  1058. var cv_1 = 0.0
  1059. var sd_7 = 0.0
  1060. var cv_7 = 0.0
  1061. var sd_30 = 0.0
  1062. var cv_30 = 0.0
  1063. // Avoid division by zero
  1064. if bg_total > 0 {
  1065. sd_total = sqrt(Double(sumOfSquares / nr_bgs))
  1066. cv_total = sd_total / Double(bg_total) * 100
  1067. }
  1068. if bg_1 > 0 {
  1069. sd_1 = sqrt(Double(sumOfSquares_1) / Double(bgArray_1_.count))
  1070. cv_1 = sd_1 / Double(bg_1) * 100
  1071. }
  1072. if bg_7 > 0 {
  1073. sd_7 = sqrt(Double(sumOfSquares_7) / Double(bgArray_7_.count))
  1074. cv_7 = sd_7 / Double(bg_7) * 100
  1075. }
  1076. if bg_30 > 0 {
  1077. sd_30 = sqrt(Double(sumOfSquares_30) / Double(bgArray_30_.count))
  1078. cv_30 = sd_30 / Double(bg_30) * 100
  1079. }
  1080. // Standard Deviations
  1081. let standardDeviations = Durations(
  1082. day: roundDecimal(Decimal(sd_1), 1),
  1083. week: roundDecimal(Decimal(sd_7), 1),
  1084. month: roundDecimal(Decimal(sd_30), 1),
  1085. total: roundDecimal(Decimal(sd_total), 1)
  1086. )
  1087. // CV = standard deviation / sample mean x 100
  1088. let cvs = Durations(
  1089. day: roundDecimal(Decimal(cv_1), 1),
  1090. week: roundDecimal(Decimal(cv_7), 1),
  1091. month: roundDecimal(Decimal(cv_30), 1),
  1092. total: roundDecimal(Decimal(cv_total), 1)
  1093. )
  1094. let variance = Variance(SD: standardDeviations, CV: cvs)
  1095. let dailystat = Statistics(
  1096. created_at: Date(),
  1097. iPhone: UIDevice.current.getDeviceId,
  1098. iOS: UIDevice.current.getOSInfo,
  1099. Build_Version: version ?? "",
  1100. Build_Number: build ?? "1",
  1101. Branch: branch,
  1102. CopyRightNotice: String(copyrightNotice_.prefix(32)),
  1103. Build_Date: buildDate,
  1104. Algorithm: algo_,
  1105. AdjustmentFactor: af,
  1106. Pump: pump_,
  1107. CGM: cgm.rawValue,
  1108. insulinType: insulin_type.rawValue,
  1109. peakActivityTime: iPa,
  1110. Carbs_24h: carbTotal,
  1111. GlucoseStorage_Days: Decimal(roundDouble(numberOfDays, 1)),
  1112. Statistics: Stats(
  1113. Distribution: TimeInRange,
  1114. Glucose: avg,
  1115. HbA1c: hbs,
  1116. LoopCycles: loopstat,
  1117. Insulin: insulin,
  1118. Variance: variance
  1119. )
  1120. )
  1121. storage.transaction { storage in
  1122. storage.append(dailystat, to: file, uniqBy: \.created_at)
  1123. let uniqeEvents: [Statistics] = storage.retrieve(file, as: [Statistics].self)?
  1124. .filter { $0.created_at.addingTimeInterval(24.hours.timeInterval) > Date() }
  1125. .sorted { $0.created_at > $1.created_at } ?? []
  1126. storage.save(Array(uniqeEvents), as: file)
  1127. }
  1128. nightscout.uploadStatistics(dailystat: dailystat)
  1129. nightscout.uploadPreferences()
  1130. print("Test time of statistics computation: \(-1 * statisticsStartedAt.timeIntervalSinceNow) s")
  1131. }
  1132. private func loopStats(loopStatRecord: LoopStats) {
  1133. let LoopStatsStartedAt = Date()
  1134. let nLS = LoopStatRecord(context: coredataContext)
  1135. nLS.start = loopStatRecord.start
  1136. nLS.end = loopStatRecord.end ?? Date()
  1137. nLS.loopStatus = loopStatRecord.loopStatus
  1138. nLS.duration = loopStatRecord.duration ?? 0.0
  1139. try? coredataContext.save()
  1140. print("Test time of LoopStats computation: \(-1 * LoopStatsStartedAt.timeIntervalSinceNow) s")
  1141. }
  1142. private func processError(_ error: Error) {
  1143. warning(.apsManager, "\(error.localizedDescription)")
  1144. lastError.send(error)
  1145. }
  1146. private func createBolusReporter() {
  1147. bolusReporter = pumpManager?.createBolusProgressReporter(reportingOn: processQueue)
  1148. bolusReporter?.addObserver(self)
  1149. }
  1150. private func updateStatus() {
  1151. debug(.apsManager, "force update status")
  1152. guard let pump = pumpManager else {
  1153. return
  1154. }
  1155. if let omnipod = pump as? OmnipodPumpManager {
  1156. omnipod.getPodStatus { _ in }
  1157. }
  1158. if let omnipodBLE = pump as? OmniBLEPumpManager {
  1159. omnipodBLE.getPodStatus { _ in }
  1160. }
  1161. }
  1162. private func clearBolusReporter() {
  1163. bolusReporter?.removeObserver(self)
  1164. bolusReporter = nil
  1165. processQueue.asyncAfter(deadline: .now() + 0.5) {
  1166. self.bolusProgress.send(nil)
  1167. self.updateStatus()
  1168. }
  1169. }
  1170. }
  1171. private extension PumpManager {
  1172. func enactTempBasal(unitsPerHour: Double, for duration: TimeInterval) -> AnyPublisher<DoseEntry?, Error> {
  1173. Future { promise in
  1174. self.enactTempBasal(unitsPerHour: unitsPerHour, for: duration) { error in
  1175. if let error = error {
  1176. debug(.apsManager, "Temp basal failed: \(unitsPerHour) for: \(duration)")
  1177. promise(.failure(error))
  1178. } else {
  1179. debug(.apsManager, "Temp basal succeded: \(unitsPerHour) for: \(duration)")
  1180. promise(.success(nil))
  1181. }
  1182. }
  1183. }
  1184. .mapError { APSError.pumpError($0) }
  1185. .eraseToAnyPublisher()
  1186. }
  1187. func enactBolus(units: Double, automatic: Bool) -> AnyPublisher<DoseEntry?, Error> {
  1188. Future { promise in
  1189. // convert automatic
  1190. let automaticValue = automatic ? BolusActivationType.automatic : BolusActivationType.manualRecommendationAccepted
  1191. self.enactBolus(units: units, activationType: automaticValue) { error in
  1192. if let error = error {
  1193. debug(.apsManager, "Bolus failed: \(units)")
  1194. promise(.failure(error))
  1195. } else {
  1196. debug(.apsManager, "Bolus succeded: \(units)")
  1197. promise(.success(nil))
  1198. }
  1199. }
  1200. }
  1201. .mapError { APSError.pumpError($0) }
  1202. .eraseToAnyPublisher()
  1203. }
  1204. func cancelBolus() -> AnyPublisher<DoseEntry?, Error> {
  1205. Future { promise in
  1206. self.cancelBolus { result in
  1207. switch result {
  1208. case let .success(dose):
  1209. debug(.apsManager, "Cancel Bolus succeded")
  1210. promise(.success(dose))
  1211. case let .failure(error):
  1212. debug(.apsManager, "Cancel Bolus failed")
  1213. promise(.failure(error))
  1214. }
  1215. }
  1216. }
  1217. .mapError { APSError.pumpError($0) }
  1218. .eraseToAnyPublisher()
  1219. }
  1220. func suspendDelivery() -> AnyPublisher<Void, Error> {
  1221. Future { promise in
  1222. self.suspendDelivery { error in
  1223. if let error = error {
  1224. promise(.failure(error))
  1225. } else {
  1226. promise(.success(()))
  1227. }
  1228. }
  1229. }
  1230. .mapError { APSError.pumpError($0) }
  1231. .eraseToAnyPublisher()
  1232. }
  1233. func resumeDelivery() -> AnyPublisher<Void, Error> {
  1234. Future { promise in
  1235. self.resumeDelivery { error in
  1236. if let error = error {
  1237. promise(.failure(error))
  1238. } else {
  1239. promise(.success(()))
  1240. }
  1241. }
  1242. }
  1243. .mapError { APSError.pumpError($0) }
  1244. .eraseToAnyPublisher()
  1245. }
  1246. }
  1247. extension BaseAPSManager: PumpManagerStatusObserver {
  1248. func pumpManager(_: PumpManager, didUpdate status: PumpManagerStatus, oldStatus _: PumpManagerStatus) {
  1249. let percent = Int((status.pumpBatteryChargeRemaining ?? 1) * 100)
  1250. let battery = Battery(
  1251. percent: percent,
  1252. voltage: nil,
  1253. string: percent > 10 ? .normal : .low,
  1254. display: status.pumpBatteryChargeRemaining != nil
  1255. )
  1256. storage.save(battery, as: OpenAPS.Monitor.battery)
  1257. storage.save(status.pumpStatus, as: OpenAPS.Monitor.status)
  1258. }
  1259. }
  1260. extension BaseAPSManager: DoseProgressObserver {
  1261. func doseProgressReporterDidUpdate(_ doseProgressReporter: DoseProgressReporter) {
  1262. bolusProgress.send(Decimal(doseProgressReporter.progress.percentComplete))
  1263. if doseProgressReporter.progress.isComplete {
  1264. clearBolusReporter()
  1265. }
  1266. }
  1267. }
  1268. extension PumpManagerStatus {
  1269. var pumpStatus: PumpStatus {
  1270. let bolusing = bolusState != .noBolus
  1271. let suspended = basalDeliveryState?.isSuspended ?? true
  1272. let type = suspended ? StatusType.suspended : (bolusing ? .bolusing : .normal)
  1273. return PumpStatus(status: type, bolusing: bolusing, suspended: suspended, timestamp: Date())
  1274. }
  1275. }