OpenAPS.swift 36 KB

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  1. import Combine
  2. import CoreData
  3. import Foundation
  4. import JavaScriptCore
  5. final class OpenAPS {
  6. private let jsWorker = JavaScriptWorker()
  7. private let processQueue = DispatchQueue(label: "OpenAPS.processQueue", qos: .utility)
  8. private let storage: FileStorage
  9. let context = CoreDataStack.shared.persistentContainer.newBackgroundContext()
  10. let jsonConverter = JSONConverter()
  11. init(storage: FileStorage) {
  12. self.storage = storage
  13. }
  14. // Helper function to convert a Decimal? to NSDecimalNumber?
  15. func decimalToNSDecimalNumber(_ value: Decimal?) -> NSDecimalNumber? {
  16. guard let value = value else { return nil }
  17. return NSDecimalNumber(decimal: value)
  18. }
  19. // Use the helper function for cleaner code
  20. func processDetermination(_ determination: Determination) {
  21. context.perform {
  22. let newOrefDetermination = OrefDetermination(context: self.context)
  23. newOrefDetermination.id = UUID()
  24. newOrefDetermination.totalDailyDose = self.decimalToNSDecimalNumber(determination.tdd)
  25. newOrefDetermination.insulinSensitivity = self.decimalToNSDecimalNumber(determination.isf)
  26. newOrefDetermination.currentTarget = self.decimalToNSDecimalNumber(determination.current_target)
  27. newOrefDetermination.eventualBG = determination.eventualBG.map(NSDecimalNumber.init)
  28. newOrefDetermination.deliverAt = determination.deliverAt
  29. newOrefDetermination.insulinForManualBolus = self.decimalToNSDecimalNumber(determination.insulinForManualBolus)
  30. newOrefDetermination.carbRatio = self.decimalToNSDecimalNumber(determination.carbRatio)
  31. newOrefDetermination.glucose = self.decimalToNSDecimalNumber(determination.bg)
  32. newOrefDetermination.reservoir = self.decimalToNSDecimalNumber(determination.reservoir)
  33. newOrefDetermination.insulinReq = self.decimalToNSDecimalNumber(determination.insulinReq)
  34. newOrefDetermination.temp = determination.temp?.rawValue ?? "absolute"
  35. newOrefDetermination.rate = self.decimalToNSDecimalNumber(determination.rate)
  36. newOrefDetermination.reason = determination.reason
  37. newOrefDetermination.duration = Int16(determination.duration ?? 0)
  38. newOrefDetermination.iob = self.decimalToNSDecimalNumber(determination.iob)
  39. newOrefDetermination.threshold = self.decimalToNSDecimalNumber(determination.threshold)
  40. newOrefDetermination.minDelta = self.decimalToNSDecimalNumber(determination.minDelta)
  41. newOrefDetermination.sensitivityRatio = self.decimalToNSDecimalNumber(determination.sensitivityRatio)
  42. newOrefDetermination.expectedDelta = self.decimalToNSDecimalNumber(determination.expectedDelta)
  43. newOrefDetermination.cob = Int16(Int(determination.cob ?? 0))
  44. newOrefDetermination.manualBolusErrorString = self.decimalToNSDecimalNumber(determination.manualBolusErrorString)
  45. newOrefDetermination.tempBasal = determination.insulin?.temp_basal.map { NSDecimalNumber(decimal: $0) }
  46. newOrefDetermination.scheduledBasal = determination.insulin?.scheduled_basal.map { NSDecimalNumber(decimal: $0) }
  47. newOrefDetermination.bolus = determination.insulin?.bolus.map { NSDecimalNumber(decimal: $0) }
  48. newOrefDetermination.smbToDeliver = determination.units.map { NSDecimalNumber(decimal: $0) }
  49. newOrefDetermination.carbsRequired = Int16(Int(determination.carbsReq ?? 0))
  50. if let predictions = determination.predictions {
  51. ["iob": predictions.iob, "zt": predictions.zt, "cob": predictions.cob, "uam": predictions.uam]
  52. .forEach { type, values in
  53. if let values = values {
  54. let forecast = Forecast(context: self.context)
  55. forecast.id = UUID()
  56. forecast.type = type
  57. forecast.date = Date()
  58. forecast.orefDetermination = newOrefDetermination
  59. for (index, value) in values.enumerated() {
  60. let forecastValue = ForecastValue(context: self.context)
  61. forecastValue.index = Int32(index)
  62. forecastValue.value = Int32(value)
  63. forecast.addToForecastValues(forecastValue)
  64. }
  65. newOrefDetermination.addToForecasts(forecast)
  66. }
  67. }
  68. }
  69. self.attemptToSaveContext()
  70. }
  71. }
  72. func attemptToSaveContext() {
  73. do {
  74. guard context.hasChanges else { return }
  75. try context.save()
  76. } catch {
  77. print(error.localizedDescription)
  78. }
  79. }
  80. // fetch glucose to pass it to the meal function and to determine basal
  81. private func fetchAndProcessGlucose() -> String {
  82. var glucoseAsJSON: String?
  83. context.performAndWait {
  84. let results = CoreDataStack.shared.fetchEntities2(
  85. ofType: GlucoseStored.self,
  86. onContext: context,
  87. predicate: NSPredicate.predicateForSixHoursAgo,
  88. key: "date",
  89. ascending: false,
  90. fetchLimit: 72,
  91. batchSize: 24
  92. )
  93. // convert to json
  94. glucoseAsJSON = self.jsonConverter.convertToJSON(results)
  95. }
  96. return glucoseAsJSON ?? "{}"
  97. }
  98. private func fetchAndProcessCarbs() -> String {
  99. // perform fetch AND conversion on the same thread
  100. // if we do it like this we do not change the thread and do not have to pass the objectIDs
  101. var carbsAsJSON: String?
  102. context.performAndWait {
  103. let results = CoreDataStack.shared.fetchEntities2(
  104. ofType: CarbEntryStored.self,
  105. onContext: context,
  106. predicate: NSPredicate.predicateForOneDayAgo,
  107. key: "date",
  108. ascending: false
  109. )
  110. // convert to json
  111. carbsAsJSON = self.jsonConverter.convertToJSON(results)
  112. }
  113. return carbsAsJSON ?? "{}"
  114. }
  115. private func fetchPumpHistoryObjectIDs() -> [NSManagedObjectID]? {
  116. context.performAndWait {
  117. let results = CoreDataStack.shared.fetchEntities2(
  118. ofType: PumpEventStored.self,
  119. onContext: context,
  120. predicate: NSPredicate.pumpHistoryLast24h,
  121. key: "timestamp",
  122. ascending: false,
  123. batchSize: 50
  124. )
  125. return results.map(\.objectID)
  126. }
  127. }
  128. private func parsePumpHistory(_ pumpHistoryObjectIDs: [NSManagedObjectID]) -> String {
  129. // Return an empty JSON object if the list of object IDs is empty
  130. guard !pumpHistoryObjectIDs.isEmpty else { return "{}" }
  131. // Execute all operations on the background context
  132. let jsonResult = context.performAndWait {
  133. // Load the pump events from the object IDs
  134. let pumpHistory: [PumpEventStored] = pumpHistoryObjectIDs
  135. .compactMap { context.object(with: $0) as? PumpEventStored }
  136. // Create the DTOs
  137. let dtos: [PumpEventDTO] = pumpHistory.flatMap { event -> [PumpEventDTO] in
  138. var eventDTOs: [PumpEventDTO] = []
  139. if let bolusDTO = event.toBolusDTOEnum() {
  140. eventDTOs.append(bolusDTO)
  141. }
  142. if let tempBasalDTO = event.toTempBasalDTOEnum() {
  143. eventDTOs.append(tempBasalDTO)
  144. }
  145. if let tempBasalDurationDTO = event.toTempBasalDurationDTOEnum() {
  146. eventDTOs.append(tempBasalDurationDTO)
  147. }
  148. return eventDTOs
  149. }
  150. // Convert the DTOs to JSON
  151. return jsonConverter.convertToJSON(dtos)
  152. }
  153. // Return the JSON result
  154. return jsonResult
  155. }
  156. func determineBasal(currentTemp: TempBasal, clock: Date = Date()) -> Future<Determination?, Never> {
  157. Future { promise in
  158. self.processQueue.async {
  159. debug(.openAPS, "Start determineBasal")
  160. // clock
  161. self.storage.save(clock, as: Monitor.clock)
  162. let pass = self.loadFileFromStorage(name: Monitor.clock)
  163. // temp_basal
  164. let tempBasal = currentTemp.rawJSON
  165. self.storage.save(tempBasal, as: Monitor.tempBasal)
  166. let pumpHistoryObjectIDs = self.fetchPumpHistoryObjectIDs() ?? []
  167. let pumpHistoryJSON = self.parsePumpHistory(pumpHistoryObjectIDs)
  168. // carbs
  169. let carbsAsJSON = self.fetchAndProcessCarbs()
  170. /// glucose
  171. let glucoseAsJSON = self.fetchAndProcessGlucose()
  172. /// profile
  173. let profile = self.loadFileFromStorage(name: Settings.profile)
  174. let basalProfile = self.loadFileFromStorage(name: Settings.basalProfile)
  175. /// meal
  176. let meal = self.meal(
  177. pumphistory: pumpHistoryJSON,
  178. profile: profile,
  179. basalProfile: basalProfile,
  180. clock: pass,
  181. carbs: carbsAsJSON,
  182. glucose: glucoseAsJSON
  183. )
  184. self.storage.save(meal, as: Monitor.meal)
  185. // iob
  186. let autosens = self.loadFileFromStorage(name: Settings.autosense)
  187. let iob = self.iob(
  188. pumphistory: pumpHistoryJSON,
  189. profile: profile,
  190. clock: pass,
  191. autosens: autosens.isEmpty ? .null : autosens
  192. )
  193. self.storage.save(iob, as: Monitor.iob)
  194. // determine-basal
  195. let reservoir = self.loadFileFromStorage(name: Monitor.reservoir)
  196. let preferences = self.loadFileFromStorage(name: Settings.preferences)
  197. // oref2
  198. let oref2_variables = self.oref2()
  199. let orefDetermination = self.determineBasal(
  200. glucose: glucoseAsJSON,
  201. currentTemp: tempBasal,
  202. iob: iob,
  203. profile: profile,
  204. autosens: autosens.isEmpty ? .null : autosens,
  205. meal: meal,
  206. microBolusAllowed: true,
  207. reservoir: reservoir,
  208. pumpHistory: pumpHistoryJSON,
  209. preferences: preferences,
  210. basalProfile: basalProfile,
  211. oref2_variables: oref2_variables
  212. )
  213. debug(.openAPS, "Determinated: \(orefDetermination)")
  214. if var determination = Determination(from: orefDetermination) {
  215. determination.timestamp = determination.deliverAt ?? clock
  216. self.storage.save(determination, as: Enact.suggested)
  217. // save to core data asynchronously
  218. self.processDetermination(determination)
  219. if determination.tdd ?? 0 > 0 {
  220. self.context.perform {
  221. let saveToTDD = TDD(context: self.context)
  222. saveToTDD.timestamp = determination.timestamp ?? Date()
  223. saveToTDD.tdd = (determination.tdd ?? 0) as NSDecimalNumber?
  224. do {
  225. try CoreDataStack.shared.saveContext()
  226. } catch {
  227. print(error.localizedDescription)
  228. }
  229. let saveTarget = Target(context: self.context)
  230. saveTarget.current = (determination.current_target ?? 100) as NSDecimalNumber?
  231. do {
  232. try CoreDataStack.shared.saveContext()
  233. } catch {
  234. print(error.localizedDescription)
  235. }
  236. }
  237. }
  238. promise(.success(determination))
  239. } else {
  240. promise(.success(nil))
  241. }
  242. }
  243. }
  244. }
  245. func oref2() -> RawJSON {
  246. context.performAndWait {
  247. let preferences = storage.retrieve(OpenAPS.Settings.preferences, as: Preferences.self)
  248. var hbt_ = preferences?.halfBasalExerciseTarget ?? 160
  249. let wp = preferences?.weightPercentage ?? 1
  250. let smbMinutes = (preferences?.maxSMBBasalMinutes ?? 30) as NSDecimalNumber
  251. let uamMinutes = (preferences?.maxUAMSMBBasalMinutes ?? 30) as NSDecimalNumber
  252. let tenDaysAgo = Date().addingTimeInterval(-10.days.timeInterval)
  253. let twoHoursAgo = Date().addingTimeInterval(-2.hours.timeInterval)
  254. var uniqueEvents = [TDD]()
  255. let requestTDD = TDD.fetchRequest() as NSFetchRequest<TDD>
  256. requestTDD.predicate = NSPredicate(format: "timestamp > %@ AND tdd > 0", tenDaysAgo as NSDate)
  257. let sortTDD = NSSortDescriptor(key: "timestamp", ascending: true)
  258. requestTDD.sortDescriptors = [sortTDD]
  259. try? uniqueEvents = context.fetch(requestTDD)
  260. var sliderArray = [TempTargetsSlider]()
  261. let requestIsEnbled = TempTargetsSlider.fetchRequest() as NSFetchRequest<TempTargetsSlider>
  262. let sortIsEnabled = NSSortDescriptor(key: "date", ascending: false)
  263. requestIsEnbled.sortDescriptors = [sortIsEnabled]
  264. // requestIsEnbled.fetchLimit = 1
  265. try? sliderArray = context.fetch(requestIsEnbled)
  266. var overrideArray = [Override]()
  267. let requestOverrides = Override.fetchRequest() as NSFetchRequest<Override>
  268. let sortOverride = NSSortDescriptor(key: "date", ascending: false)
  269. requestOverrides.sortDescriptors = [sortOverride]
  270. // requestOverrides.fetchLimit = 1
  271. try? overrideArray = context.fetch(requestOverrides)
  272. var tempTargetsArray = [TempTargets]()
  273. let requestTempTargets = TempTargets.fetchRequest() as NSFetchRequest<TempTargets>
  274. let sortTT = NSSortDescriptor(key: "date", ascending: false)
  275. requestTempTargets.sortDescriptors = [sortTT]
  276. requestTempTargets.fetchLimit = 1
  277. try? tempTargetsArray = context.fetch(requestTempTargets)
  278. let total = uniqueEvents.compactMap({ each in each.tdd as? Decimal ?? 0 }).reduce(0, +)
  279. var indeces = uniqueEvents.count
  280. // Only fetch once. Use same (previous) fetch
  281. let twoHoursArray = uniqueEvents.filter({ ($0.timestamp ?? Date()) >= twoHoursAgo })
  282. var nrOfIndeces = twoHoursArray.count
  283. let totalAmount = twoHoursArray.compactMap({ each in each.tdd as? Decimal ?? 0 }).reduce(0, +)
  284. var temptargetActive = tempTargetsArray.first?.active ?? false
  285. let isPercentageEnabled = sliderArray.first?.enabled ?? false
  286. var useOverride = overrideArray.first?.enabled ?? false
  287. var overridePercentage = Decimal(overrideArray.first?.percentage ?? 100)
  288. var unlimited = overrideArray.first?.indefinite ?? true
  289. var disableSMBs = overrideArray.first?.smbIsOff ?? false
  290. let currentTDD = (uniqueEvents.last?.tdd ?? 0) as Decimal
  291. if indeces == 0 {
  292. indeces = 1
  293. }
  294. if nrOfIndeces == 0 {
  295. nrOfIndeces = 1
  296. }
  297. let average2hours = totalAmount / Decimal(nrOfIndeces)
  298. let average14 = total / Decimal(indeces)
  299. let weight = wp
  300. let weighted_average = weight * average2hours + (1 - weight) * average14
  301. var duration: Decimal = 0
  302. var newDuration: Decimal = 0
  303. var overrideTarget: Decimal = 0
  304. if useOverride {
  305. duration = (overrideArray.first?.duration ?? 0) as Decimal
  306. overrideTarget = (overrideArray.first?.target ?? 0) as Decimal
  307. let advancedSettings = overrideArray.first?.advancedSettings ?? false
  308. let addedMinutes = Int(duration)
  309. let date = overrideArray.first?.date ?? Date()
  310. if date.addingTimeInterval(addedMinutes.minutes.timeInterval) < Date(),
  311. !unlimited
  312. {
  313. useOverride = false
  314. let saveToCoreData = Override(context: self.context)
  315. saveToCoreData.enabled = false
  316. saveToCoreData.date = Date()
  317. saveToCoreData.duration = 0
  318. saveToCoreData.indefinite = false
  319. saveToCoreData.percentage = 100
  320. do {
  321. try CoreDataStack.shared.saveContext()
  322. } catch {
  323. print(error.localizedDescription)
  324. }
  325. }
  326. }
  327. if !useOverride {
  328. unlimited = true
  329. overridePercentage = 100
  330. duration = 0
  331. overrideTarget = 0
  332. disableSMBs = false
  333. }
  334. if temptargetActive {
  335. var duration_ = 0
  336. var hbt = Double(hbt_)
  337. var dd = 0.0
  338. if temptargetActive {
  339. duration_ = Int(truncating: tempTargetsArray.first?.duration ?? 0)
  340. hbt = tempTargetsArray.first?.hbt ?? Double(hbt_)
  341. let startDate = tempTargetsArray.first?.startDate ?? Date()
  342. let durationPlusStart = startDate.addingTimeInterval(duration_.minutes.timeInterval)
  343. dd = durationPlusStart.timeIntervalSinceNow.minutes
  344. if dd > 0.1 {
  345. hbt_ = Decimal(hbt)
  346. temptargetActive = true
  347. } else {
  348. temptargetActive = false
  349. }
  350. }
  351. }
  352. if currentTDD > 0 {
  353. let averages = Oref2_variables(
  354. average_total_data: average14,
  355. weightedAverage: weighted_average,
  356. past2hoursAverage: average2hours,
  357. date: Date(),
  358. isEnabled: temptargetActive,
  359. presetActive: isPercentageEnabled,
  360. overridePercentage: overridePercentage,
  361. useOverride: useOverride,
  362. duration: duration,
  363. unlimited: unlimited,
  364. hbt: hbt_,
  365. overrideTarget: overrideTarget,
  366. smbIsOff: disableSMBs,
  367. advancedSettings: overrideArray.first?.advancedSettings ?? false,
  368. isfAndCr: overrideArray.first?.isfAndCr ?? false,
  369. isf: overrideArray.first?.isf ?? false,
  370. cr: overrideArray.first?.cr ?? false,
  371. smbIsAlwaysOff: overrideArray.first?.smbIsAlwaysOff ?? false,
  372. start: (overrideArray.first?.start ?? 0) as Decimal,
  373. end: (overrideArray.first?.end ?? 0) as Decimal,
  374. smbMinutes: (overrideArray.first?.smbMinutes ?? smbMinutes) as Decimal,
  375. uamMinutes: (overrideArray.first?.uamMinutes ?? uamMinutes) as Decimal
  376. )
  377. storage.save(averages, as: OpenAPS.Monitor.oref2_variables)
  378. return self.loadFileFromStorage(name: Monitor.oref2_variables)
  379. } else {
  380. let averages = Oref2_variables(
  381. average_total_data: 0,
  382. weightedAverage: 1,
  383. past2hoursAverage: 0,
  384. date: Date(),
  385. isEnabled: temptargetActive,
  386. presetActive: isPercentageEnabled,
  387. overridePercentage: overridePercentage,
  388. useOverride: useOverride,
  389. duration: duration,
  390. unlimited: unlimited,
  391. hbt: hbt_,
  392. overrideTarget: overrideTarget,
  393. smbIsOff: disableSMBs,
  394. advancedSettings: overrideArray.first?.advancedSettings ?? false,
  395. isfAndCr: overrideArray.first?.isfAndCr ?? false,
  396. isf: overrideArray.first?.isf ?? false,
  397. cr: overrideArray.first?.cr ?? false,
  398. smbIsAlwaysOff: overrideArray.first?.smbIsAlwaysOff ?? false,
  399. start: (overrideArray.first?.start ?? 0) as Decimal,
  400. end: (overrideArray.first?.end ?? 0) as Decimal,
  401. smbMinutes: (overrideArray.first?.smbMinutes ?? smbMinutes) as Decimal,
  402. uamMinutes: (overrideArray.first?.uamMinutes ?? uamMinutes) as Decimal
  403. )
  404. storage.save(averages, as: OpenAPS.Monitor.oref2_variables)
  405. return self.loadFileFromStorage(name: Monitor.oref2_variables)
  406. }
  407. }
  408. }
  409. func autosense() -> Future<Autosens?, Never> {
  410. Future { promise in
  411. self.processQueue.async {
  412. debug(.openAPS, "Start autosens")
  413. // pump history
  414. let pumpHistoryObjectIDs = self.fetchPumpHistoryObjectIDs() ?? []
  415. let pumpHistoryJSON = self.parsePumpHistory(pumpHistoryObjectIDs)
  416. // carbs
  417. let carbsAsJSON = self.fetchAndProcessCarbs()
  418. /// glucose
  419. let glucoseAsJSON = self.fetchAndProcessGlucose()
  420. let profile = self.loadFileFromStorage(name: Settings.profile)
  421. let basalProfile = self.loadFileFromStorage(name: Settings.basalProfile)
  422. let tempTargets = self.loadFileFromStorage(name: Settings.tempTargets)
  423. let autosensResult = self.autosense(
  424. glucose: glucoseAsJSON,
  425. pumpHistory: pumpHistoryJSON,
  426. basalprofile: basalProfile,
  427. profile: profile,
  428. carbs: carbsAsJSON,
  429. temptargets: tempTargets
  430. )
  431. debug(.openAPS, "AUTOSENS: \(autosensResult)")
  432. if var autosens = Autosens(from: autosensResult) {
  433. autosens.timestamp = Date()
  434. self.storage.save(autosens, as: Settings.autosense)
  435. promise(.success(autosens))
  436. } else {
  437. promise(.success(nil))
  438. }
  439. }
  440. }
  441. }
  442. func autotune(categorizeUamAsBasal: Bool = false, tuneInsulinCurve: Bool = false) -> Future<Autotune?, Never> {
  443. Future { promise in
  444. self.processQueue.async {
  445. debug(.openAPS, "Start autotune")
  446. // pump history
  447. let pumpHistoryObjectIDs = self.fetchPumpHistoryObjectIDs() ?? []
  448. let pumpHistoryJSON = self.parsePumpHistory(pumpHistoryObjectIDs)
  449. /// glucose
  450. let glucoseAsJSON = self.fetchAndProcessGlucose()
  451. let profile = self.loadFileFromStorage(name: Settings.profile)
  452. let pumpProfile = self.loadFileFromStorage(name: Settings.pumpProfile)
  453. // carbs
  454. let carbsAsJSON = self.fetchAndProcessCarbs()
  455. let autotunePreppedGlucose = self.autotunePrepare(
  456. pumphistory: pumpHistoryJSON,
  457. profile: profile,
  458. glucose: glucoseAsJSON,
  459. pumpprofile: pumpProfile,
  460. carbs: carbsAsJSON,
  461. categorizeUamAsBasal: categorizeUamAsBasal,
  462. tuneInsulinCurve: tuneInsulinCurve
  463. )
  464. debug(.openAPS, "AUTOTUNE PREP: \(autotunePreppedGlucose)")
  465. let previousAutotune = self.storage.retrieve(Settings.autotune, as: RawJSON.self)
  466. let autotuneResult = self.autotuneRun(
  467. autotunePreparedData: autotunePreppedGlucose,
  468. previousAutotuneResult: previousAutotune ?? profile,
  469. pumpProfile: pumpProfile
  470. )
  471. debug(.openAPS, "AUTOTUNE RESULT: \(autotuneResult)")
  472. if let autotune = Autotune(from: autotuneResult) {
  473. self.storage.save(autotuneResult, as: Settings.autotune)
  474. promise(.success(autotune))
  475. } else {
  476. promise(.success(nil))
  477. }
  478. }
  479. }
  480. }
  481. func makeProfiles(useAutotune: Bool) -> Future<Autotune?, Never> {
  482. Future { promise in
  483. debug(.openAPS, "Start makeProfiles")
  484. self.processQueue.async {
  485. var preferences = self.loadFileFromStorage(name: Settings.preferences)
  486. if preferences.isEmpty {
  487. preferences = Preferences().rawJSON
  488. }
  489. let pumpSettings = self.loadFileFromStorage(name: Settings.settings)
  490. let bgTargets = self.loadFileFromStorage(name: Settings.bgTargets)
  491. let basalProfile = self.loadFileFromStorage(name: Settings.basalProfile)
  492. let isf = self.loadFileFromStorage(name: Settings.insulinSensitivities)
  493. let cr = self.loadFileFromStorage(name: Settings.carbRatios)
  494. let tempTargets = self.loadFileFromStorage(name: Settings.tempTargets)
  495. let model = self.loadFileFromStorage(name: Settings.model)
  496. let autotune = useAutotune ? self.loadFileFromStorage(name: Settings.autotune) : .empty
  497. let freeaps = self.loadFileFromStorage(name: FreeAPS.settings)
  498. let pumpProfile = self.makeProfile(
  499. preferences: preferences,
  500. pumpSettings: pumpSettings,
  501. bgTargets: bgTargets,
  502. basalProfile: basalProfile,
  503. isf: isf,
  504. carbRatio: cr,
  505. tempTargets: tempTargets,
  506. model: model,
  507. autotune: RawJSON.null,
  508. freeaps: freeaps
  509. )
  510. let profile = self.makeProfile(
  511. preferences: preferences,
  512. pumpSettings: pumpSettings,
  513. bgTargets: bgTargets,
  514. basalProfile: basalProfile,
  515. isf: isf,
  516. carbRatio: cr,
  517. tempTargets: tempTargets,
  518. model: model,
  519. autotune: autotune.isEmpty ? .null : autotune,
  520. freeaps: freeaps
  521. )
  522. self.storage.save(pumpProfile, as: Settings.pumpProfile)
  523. self.storage.save(profile, as: Settings.profile)
  524. if let tunedProfile = Autotune(from: profile) {
  525. promise(.success(tunedProfile))
  526. return
  527. }
  528. promise(.success(nil))
  529. }
  530. }
  531. }
  532. // MARK: - Private
  533. private func iob(pumphistory: JSON, profile: JSON, clock: JSON, autosens: JSON) -> RawJSON {
  534. dispatchPrecondition(condition: .onQueue(processQueue))
  535. return jsWorker.inCommonContext { worker in
  536. worker.evaluate(script: Script(name: Prepare.log))
  537. worker.evaluate(script: Script(name: Bundle.iob))
  538. worker.evaluate(script: Script(name: Prepare.iob))
  539. return worker.call(function: Function.generate, with: [
  540. pumphistory,
  541. profile,
  542. clock,
  543. autosens
  544. ])
  545. }
  546. }
  547. private func meal(pumphistory: JSON, profile: JSON, basalProfile: JSON, clock: JSON, carbs: JSON, glucose: JSON) -> RawJSON {
  548. dispatchPrecondition(condition: .onQueue(processQueue))
  549. return jsWorker.inCommonContext { worker in
  550. worker.evaluate(script: Script(name: Prepare.log))
  551. worker.evaluate(script: Script(name: Bundle.meal))
  552. worker.evaluate(script: Script(name: Prepare.meal))
  553. return worker.call(function: Function.generate, with: [
  554. pumphistory,
  555. profile,
  556. clock,
  557. glucose,
  558. basalProfile,
  559. carbs
  560. ])
  561. }
  562. }
  563. private func autotunePrepare(
  564. pumphistory: JSON,
  565. profile: JSON,
  566. glucose: JSON,
  567. pumpprofile: JSON,
  568. carbs: JSON,
  569. categorizeUamAsBasal: Bool,
  570. tuneInsulinCurve: Bool
  571. ) -> RawJSON {
  572. dispatchPrecondition(condition: .onQueue(processQueue))
  573. return jsWorker.inCommonContext { worker in
  574. worker.evaluate(script: Script(name: Prepare.log))
  575. worker.evaluate(script: Script(name: Bundle.autotunePrep))
  576. worker.evaluate(script: Script(name: Prepare.autotunePrep))
  577. return worker.call(function: Function.generate, with: [
  578. pumphistory,
  579. profile,
  580. glucose,
  581. pumpprofile,
  582. carbs,
  583. categorizeUamAsBasal,
  584. tuneInsulinCurve
  585. ])
  586. }
  587. }
  588. private func autotuneRun(
  589. autotunePreparedData: JSON,
  590. previousAutotuneResult: JSON,
  591. pumpProfile: JSON
  592. ) -> RawJSON {
  593. dispatchPrecondition(condition: .onQueue(processQueue))
  594. return jsWorker.inCommonContext { worker in
  595. worker.evaluate(script: Script(name: Prepare.log))
  596. worker.evaluate(script: Script(name: Bundle.autotuneCore))
  597. worker.evaluate(script: Script(name: Prepare.autotuneCore))
  598. return worker.call(function: Function.generate, with: [
  599. autotunePreparedData,
  600. previousAutotuneResult,
  601. pumpProfile
  602. ])
  603. }
  604. }
  605. private func determineBasal(
  606. glucose: JSON,
  607. currentTemp: JSON,
  608. iob: JSON,
  609. profile: JSON,
  610. autosens: JSON,
  611. meal: JSON,
  612. microBolusAllowed: Bool,
  613. reservoir: JSON,
  614. pumpHistory: JSON,
  615. preferences: JSON,
  616. basalProfile: JSON,
  617. oref2_variables: JSON
  618. ) -> RawJSON {
  619. dispatchPrecondition(condition: .onQueue(processQueue))
  620. return jsWorker.inCommonContext { worker in
  621. worker.evaluate(script: Script(name: Prepare.log))
  622. worker.evaluate(script: Script(name: Prepare.determineBasal))
  623. worker.evaluate(script: Script(name: Bundle.basalSetTemp))
  624. worker.evaluate(script: Script(name: Bundle.getLastGlucose))
  625. worker.evaluate(script: Script(name: Bundle.determineBasal))
  626. if let middleware = self.middlewareScript(name: OpenAPS.Middleware.determineBasal) {
  627. worker.evaluate(script: middleware)
  628. }
  629. return worker.call(
  630. function: Function.generate,
  631. with: [
  632. iob,
  633. currentTemp,
  634. glucose,
  635. profile,
  636. autosens,
  637. meal,
  638. microBolusAllowed,
  639. reservoir,
  640. Date(),
  641. pumpHistory,
  642. preferences,
  643. basalProfile,
  644. oref2_variables
  645. ]
  646. )
  647. }
  648. }
  649. private func autosense(
  650. glucose: JSON,
  651. pumpHistory: JSON,
  652. basalprofile: JSON,
  653. profile: JSON,
  654. carbs: JSON,
  655. temptargets: JSON
  656. ) -> RawJSON {
  657. dispatchPrecondition(condition: .onQueue(processQueue))
  658. return jsWorker.inCommonContext { worker in
  659. worker.evaluate(script: Script(name: Prepare.log))
  660. worker.evaluate(script: Script(name: Bundle.autosens))
  661. worker.evaluate(script: Script(name: Prepare.autosens))
  662. return worker.call(
  663. function: Function.generate,
  664. with: [
  665. glucose,
  666. pumpHistory,
  667. basalprofile,
  668. profile,
  669. carbs,
  670. temptargets
  671. ]
  672. )
  673. }
  674. }
  675. private func exportDefaultPreferences() -> RawJSON {
  676. dispatchPrecondition(condition: .onQueue(processQueue))
  677. return jsWorker.inCommonContext { worker in
  678. worker.evaluate(script: Script(name: Prepare.log))
  679. worker.evaluate(script: Script(name: Bundle.profile))
  680. worker.evaluate(script: Script(name: Prepare.profile))
  681. return worker.call(function: Function.exportDefaults, with: [])
  682. }
  683. }
  684. private func makeProfile(
  685. preferences: JSON,
  686. pumpSettings: JSON,
  687. bgTargets: JSON,
  688. basalProfile: JSON,
  689. isf: JSON,
  690. carbRatio: JSON,
  691. tempTargets: JSON,
  692. model: JSON,
  693. autotune: JSON,
  694. freeaps: JSON
  695. ) -> RawJSON {
  696. dispatchPrecondition(condition: .onQueue(processQueue))
  697. return jsWorker.inCommonContext { worker in
  698. worker.evaluate(script: Script(name: Prepare.log))
  699. worker.evaluate(script: Script(name: Bundle.profile))
  700. worker.evaluate(script: Script(name: Prepare.profile))
  701. return worker.call(
  702. function: Function.generate,
  703. with: [
  704. pumpSettings,
  705. bgTargets,
  706. isf,
  707. basalProfile,
  708. preferences,
  709. carbRatio,
  710. tempTargets,
  711. model,
  712. autotune,
  713. freeaps
  714. ]
  715. )
  716. }
  717. }
  718. private func loadJSON(name: String) -> String {
  719. try! String(contentsOf: Foundation.Bundle.main.url(forResource: "json/\(name)", withExtension: "json")!)
  720. }
  721. private func loadFileFromStorage(name: String) -> RawJSON {
  722. storage.retrieveRaw(name) ?? OpenAPS.defaults(for: name)
  723. }
  724. private func middlewareScript(name: String) -> Script? {
  725. if let body = storage.retrieveRaw(name) {
  726. return Script(name: "Middleware", body: body)
  727. }
  728. if let url = Foundation.Bundle.main.url(forResource: "javascript/\(name)", withExtension: "") {
  729. return Script(name: "Middleware", body: try! String(contentsOf: url))
  730. }
  731. return nil
  732. }
  733. static func defaults(for file: String) -> RawJSON {
  734. let prefix = file.hasSuffix(".json") ? "json/defaults" : "javascript"
  735. guard let url = Foundation.Bundle.main.url(forResource: "\(prefix)/\(file)", withExtension: "") else {
  736. return ""
  737. }
  738. return (try? String(contentsOf: url)) ?? ""
  739. }
  740. func processAndSave(forecastData: [String: [Int]]) {
  741. let currentDate = Date()
  742. context.perform {
  743. for (type, values) in forecastData {
  744. self.createForecast(type: type, values: values, date: currentDate, context: self.context)
  745. }
  746. do {
  747. try CoreDataStack.shared.saveContext()
  748. } catch {
  749. print(error.localizedDescription)
  750. }
  751. }
  752. }
  753. func createForecast(type: String, values: [Int], date: Date, context: NSManagedObjectContext) {
  754. let forecast = Forecast(context: context)
  755. forecast.id = UUID()
  756. forecast.date = date
  757. forecast.type = type
  758. for (index, value) in values.enumerated() {
  759. let forecastValue = ForecastValue(context: context)
  760. forecastValue.value = Int32(value)
  761. forecastValue.index = Int32(index)
  762. forecastValue.forecast = forecast
  763. }
  764. }
  765. }