OpenAPS.swift 18 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 coredataContext = CoreDataStack.shared.persistentContainer.newBackgroundContext()
  10. init(storage: FileStorage) {
  11. self.storage = storage
  12. }
  13. func determineBasal(currentTemp: TempBasal, clock: Date = Date()) -> Future<Suggestion?, Never> {
  14. Future { promise in
  15. self.processQueue.async {
  16. debug(.openAPS, "Start determineBasal")
  17. // clock
  18. self.storage.save(clock, as: Monitor.clock)
  19. // temp_basal
  20. let tempBasal = currentTemp.rawJSON
  21. self.storage.save(tempBasal, as: Monitor.tempBasal)
  22. // meal
  23. let pumpHistory = self.loadFileFromStorage(name: OpenAPS.Monitor.pumpHistory)
  24. let carbs = self.loadFileFromStorage(name: Monitor.carbHistory)
  25. let glucose = self.loadFileFromStorage(name: Monitor.glucose)
  26. let profile = self.loadFileFromStorage(name: Settings.profile)
  27. let basalProfile = self.loadFileFromStorage(name: Settings.basalProfile)
  28. let meal = self.meal(
  29. pumphistory: pumpHistory,
  30. profile: profile,
  31. basalProfile: basalProfile,
  32. clock: clock,
  33. carbs: carbs,
  34. glucose: glucose
  35. )
  36. self.storage.save(meal, as: Monitor.meal)
  37. let tdd_averages = self.loadFileFromStorage(name: OpenAPS.Monitor.tdd_averages)
  38. // iob
  39. let autosens = self.loadFileFromStorage(name: Settings.autosense)
  40. let iob = self.iob(
  41. pumphistory: pumpHistory,
  42. profile: profile,
  43. clock: clock,
  44. autosens: autosens.isEmpty ? .null : autosens
  45. )
  46. self.storage.save(iob, as: Monitor.iob)
  47. // determine-basal
  48. let reservoir = self.loadFileFromStorage(name: Monitor.reservoir)
  49. let preferences = self.loadFileFromStorage(name: Settings.preferences)
  50. let suggested = self.determineBasal(
  51. glucose: glucose,
  52. currentTemp: tempBasal,
  53. iob: iob,
  54. profile: profile,
  55. autosens: autosens.isEmpty ? .null : autosens,
  56. meal: meal,
  57. microBolusAllowed: true,
  58. reservoir: reservoir,
  59. pumpHistory: pumpHistory,
  60. preferences: preferences,
  61. basalProfile: basalProfile,
  62. tdd_averages: tdd_averages
  63. )
  64. debug(.openAPS, "SUGGESTED: \(suggested)")
  65. if var suggestion = Suggestion(from: suggested) {
  66. suggestion.timestamp = suggestion.deliverAt ?? clock
  67. self.storage.save(suggestion, as: Enact.suggested)
  68. // MARK: Save to CoreData also. To do: Remove JSON saving
  69. if suggestion.tdd ?? 0 > 0 {
  70. self.coredataContext.perform {
  71. let saveToTDD = TDD(context: self.coredataContext)
  72. saveToTDD.timestamp = suggestion.timestamp ?? Date()
  73. saveToTDD.tdd = (suggestion.tdd ?? 0) as NSDecimalNumber?
  74. try? self.coredataContext.save()
  75. let saveTarget = Target(context: self.coredataContext)
  76. saveTarget.current = (suggestion.current_target ?? 100) as NSDecimalNumber?
  77. try? self.coredataContext.save()
  78. }
  79. self.coredataContext.perform {
  80. let saveToInsulin = InsulinDistribution(context: self.coredataContext)
  81. saveToInsulin.bolus = (suggestion.insulin?.bolus ?? 0) as NSDecimalNumber?
  82. saveToInsulin.scheduledBasal = (suggestion.insulin?.scheduled_basal ?? 0) as NSDecimalNumber?
  83. saveToInsulin.tempBasal = (suggestion.insulin?.temp_basal ?? 0) as NSDecimalNumber?
  84. saveToInsulin.date = Date()
  85. try? self.coredataContext.save()
  86. }
  87. }
  88. promise(.success(suggestion))
  89. } else {
  90. promise(.success(nil))
  91. }
  92. }
  93. }
  94. }
  95. func autosense() -> Future<Autosens?, Never> {
  96. Future { promise in
  97. self.processQueue.async {
  98. debug(.openAPS, "Start autosens")
  99. let pumpHistory = self.loadFileFromStorage(name: OpenAPS.Monitor.pumpHistory)
  100. let carbs = self.loadFileFromStorage(name: Monitor.carbHistory)
  101. let glucose = self.loadFileFromStorage(name: Monitor.glucose)
  102. let profile = self.loadFileFromStorage(name: Settings.profile)
  103. let basalProfile = self.loadFileFromStorage(name: Settings.basalProfile)
  104. let tempTargets = self.loadFileFromStorage(name: Settings.tempTargets)
  105. let autosensResult = self.autosense(
  106. glucose: glucose,
  107. pumpHistory: pumpHistory,
  108. basalprofile: basalProfile,
  109. profile: profile,
  110. carbs: carbs,
  111. temptargets: tempTargets
  112. )
  113. debug(.openAPS, "AUTOSENS: \(autosensResult)")
  114. if var autosens = Autosens(from: autosensResult) {
  115. autosens.timestamp = Date()
  116. self.storage.save(autosens, as: Settings.autosense)
  117. promise(.success(autosens))
  118. } else {
  119. promise(.success(nil))
  120. }
  121. }
  122. }
  123. }
  124. func autotune(categorizeUamAsBasal: Bool = false, tuneInsulinCurve: Bool = false) -> Future<Autotune?, Never> {
  125. Future { promise in
  126. self.processQueue.async {
  127. debug(.openAPS, "Start autotune")
  128. let pumpHistory = self.loadFileFromStorage(name: OpenAPS.Monitor.pumpHistory)
  129. let glucose = self.loadFileFromStorage(name: Monitor.glucose)
  130. let profile = self.loadFileFromStorage(name: Settings.profile)
  131. let pumpProfile = self.loadFileFromStorage(name: Settings.pumpProfile)
  132. let carbs = self.loadFileFromStorage(name: Monitor.carbHistory)
  133. let autotunePreppedGlucose = self.autotunePrepare(
  134. pumphistory: pumpHistory,
  135. profile: profile,
  136. glucose: glucose,
  137. pumpprofile: pumpProfile,
  138. carbs: carbs,
  139. categorizeUamAsBasal: categorizeUamAsBasal,
  140. tuneInsulinCurve: tuneInsulinCurve
  141. )
  142. debug(.openAPS, "AUTOTUNE PREP: \(autotunePreppedGlucose)")
  143. let previousAutotune = self.storage.retrieve(Settings.autotune, as: RawJSON.self)
  144. let autotuneResult = self.autotuneRun(
  145. autotunePreparedData: autotunePreppedGlucose,
  146. previousAutotuneResult: previousAutotune ?? profile,
  147. pumpProfile: pumpProfile
  148. )
  149. debug(.openAPS, "AUTOTUNE RESULT: \(autotuneResult)")
  150. if let autotune = Autotune(from: autotuneResult) {
  151. self.storage.save(autotuneResult, as: Settings.autotune)
  152. promise(.success(autotune))
  153. } else {
  154. promise(.success(nil))
  155. }
  156. }
  157. }
  158. }
  159. func makeProfiles(useAutotune: Bool) -> Future<Autotune?, Never> {
  160. Future { promise in
  161. debug(.openAPS, "Start makeProfiles")
  162. self.processQueue.async {
  163. var preferences = self.loadFileFromStorage(name: Settings.preferences)
  164. if preferences.isEmpty {
  165. preferences = Preferences().rawJSON
  166. }
  167. let pumpSettings = self.loadFileFromStorage(name: Settings.settings)
  168. let bgTargets = self.loadFileFromStorage(name: Settings.bgTargets)
  169. let basalProfile = self.loadFileFromStorage(name: Settings.basalProfile)
  170. let isf = self.loadFileFromStorage(name: Settings.insulinSensitivities)
  171. let cr = self.loadFileFromStorage(name: Settings.carbRatios)
  172. let tempTargets = self.loadFileFromStorage(name: Settings.tempTargets)
  173. let model = self.loadFileFromStorage(name: Settings.model)
  174. let autotune = useAutotune ? self.loadFileFromStorage(name: Settings.autotune) : .empty
  175. let pumpProfile = self.makeProfile(
  176. preferences: preferences,
  177. pumpSettings: pumpSettings,
  178. bgTargets: bgTargets,
  179. basalProfile: basalProfile,
  180. isf: isf,
  181. carbRatio: cr,
  182. tempTargets: tempTargets,
  183. model: model,
  184. autotune: RawJSON.null
  185. )
  186. let profile = self.makeProfile(
  187. preferences: preferences,
  188. pumpSettings: pumpSettings,
  189. bgTargets: bgTargets,
  190. basalProfile: basalProfile,
  191. isf: isf,
  192. carbRatio: cr,
  193. tempTargets: tempTargets,
  194. model: model,
  195. autotune: autotune.isEmpty ? .null : autotune
  196. )
  197. self.storage.save(pumpProfile, as: Settings.pumpProfile)
  198. self.storage.save(profile, as: Settings.profile)
  199. if let tunedProfile = Autotune(from: profile) {
  200. promise(.success(tunedProfile))
  201. return
  202. }
  203. promise(.success(nil))
  204. }
  205. }
  206. }
  207. // MARK: - Private
  208. private func iob(pumphistory: JSON, profile: JSON, clock: JSON, autosens: JSON) -> RawJSON {
  209. dispatchPrecondition(condition: .onQueue(processQueue))
  210. return jsWorker.inCommonContext { worker in
  211. worker.evaluate(script: Script(name: Prepare.log))
  212. worker.evaluate(script: Script(name: Bundle.iob))
  213. worker.evaluate(script: Script(name: Prepare.iob))
  214. return worker.call(function: Function.generate, with: [
  215. pumphistory,
  216. profile,
  217. clock,
  218. autosens
  219. ])
  220. }
  221. }
  222. private func meal(pumphistory: JSON, profile: JSON, basalProfile: JSON, clock: JSON, carbs: JSON, glucose: JSON) -> RawJSON {
  223. dispatchPrecondition(condition: .onQueue(processQueue))
  224. return jsWorker.inCommonContext { worker in
  225. worker.evaluate(script: Script(name: Prepare.log))
  226. worker.evaluate(script: Script(name: Bundle.meal))
  227. worker.evaluate(script: Script(name: Prepare.meal))
  228. return worker.call(function: Function.generate, with: [
  229. pumphistory,
  230. profile,
  231. clock,
  232. glucose,
  233. basalProfile,
  234. carbs
  235. ])
  236. }
  237. }
  238. private func autotunePrepare(
  239. pumphistory: JSON,
  240. profile: JSON,
  241. glucose: JSON,
  242. pumpprofile: JSON,
  243. carbs: JSON,
  244. categorizeUamAsBasal: Bool,
  245. tuneInsulinCurve: Bool
  246. ) -> RawJSON {
  247. dispatchPrecondition(condition: .onQueue(processQueue))
  248. return jsWorker.inCommonContext { worker in
  249. worker.evaluate(script: Script(name: Prepare.log))
  250. worker.evaluate(script: Script(name: Bundle.autotunePrep))
  251. worker.evaluate(script: Script(name: Prepare.autotunePrep))
  252. return worker.call(function: Function.generate, with: [
  253. pumphistory,
  254. profile,
  255. glucose,
  256. pumpprofile,
  257. carbs,
  258. categorizeUamAsBasal,
  259. tuneInsulinCurve
  260. ])
  261. }
  262. }
  263. private func autotuneRun(
  264. autotunePreparedData: JSON,
  265. previousAutotuneResult: JSON,
  266. pumpProfile: JSON
  267. ) -> RawJSON {
  268. dispatchPrecondition(condition: .onQueue(processQueue))
  269. return jsWorker.inCommonContext { worker in
  270. worker.evaluate(script: Script(name: Prepare.log))
  271. worker.evaluate(script: Script(name: Bundle.autotuneCore))
  272. worker.evaluate(script: Script(name: Prepare.autotuneCore))
  273. return worker.call(function: Function.generate, with: [
  274. autotunePreparedData,
  275. previousAutotuneResult,
  276. pumpProfile
  277. ])
  278. }
  279. }
  280. private func determineBasal(
  281. glucose: JSON,
  282. currentTemp: JSON,
  283. iob: JSON,
  284. profile: JSON,
  285. autosens: JSON,
  286. meal: JSON,
  287. microBolusAllowed: Bool,
  288. reservoir: JSON,
  289. pumpHistory: JSON,
  290. preferences: JSON,
  291. basalProfile: JSON,
  292. tdd_averages: JSON
  293. ) -> RawJSON {
  294. dispatchPrecondition(condition: .onQueue(processQueue))
  295. return jsWorker.inCommonContext { worker in
  296. worker.evaluate(script: Script(name: Prepare.log))
  297. worker.evaluate(script: Script(name: Prepare.determineBasal))
  298. worker.evaluate(script: Script(name: Bundle.basalSetTemp))
  299. worker.evaluate(script: Script(name: Bundle.getLastGlucose))
  300. worker.evaluate(script: Script(name: Bundle.determineBasal))
  301. if let middleware = self.middlewareScript(name: OpenAPS.Middleware.determineBasal) {
  302. worker.evaluate(script: middleware)
  303. }
  304. return worker.call(
  305. function: Function.generate,
  306. with: [
  307. iob,
  308. currentTemp,
  309. glucose,
  310. profile,
  311. autosens,
  312. meal,
  313. microBolusAllowed,
  314. reservoir,
  315. Date(),
  316. pumpHistory,
  317. preferences,
  318. basalProfile,
  319. tdd_averages
  320. ]
  321. )
  322. }
  323. }
  324. private func autosense(
  325. glucose: JSON,
  326. pumpHistory: JSON,
  327. basalprofile: JSON,
  328. profile: JSON,
  329. carbs: JSON,
  330. temptargets: JSON
  331. ) -> RawJSON {
  332. dispatchPrecondition(condition: .onQueue(processQueue))
  333. return jsWorker.inCommonContext { worker in
  334. worker.evaluate(script: Script(name: Prepare.log))
  335. worker.evaluate(script: Script(name: Bundle.autosens))
  336. worker.evaluate(script: Script(name: Prepare.autosens))
  337. return worker.call(
  338. function: Function.generate,
  339. with: [
  340. glucose,
  341. pumpHistory,
  342. basalprofile,
  343. profile,
  344. carbs,
  345. temptargets
  346. ]
  347. )
  348. }
  349. }
  350. private func exportDefaultPreferences() -> RawJSON {
  351. dispatchPrecondition(condition: .onQueue(processQueue))
  352. return jsWorker.inCommonContext { worker in
  353. worker.evaluate(script: Script(name: Prepare.log))
  354. worker.evaluate(script: Script(name: Bundle.profile))
  355. worker.evaluate(script: Script(name: Prepare.profile))
  356. return worker.call(function: Function.exportDefaults, with: [])
  357. }
  358. }
  359. private func makeProfile(
  360. preferences: JSON,
  361. pumpSettings: JSON,
  362. bgTargets: JSON,
  363. basalProfile: JSON,
  364. isf: JSON,
  365. carbRatio: JSON,
  366. tempTargets: JSON,
  367. model: JSON,
  368. autotune: JSON
  369. ) -> RawJSON {
  370. dispatchPrecondition(condition: .onQueue(processQueue))
  371. return jsWorker.inCommonContext { worker in
  372. worker.evaluate(script: Script(name: Prepare.log))
  373. worker.evaluate(script: Script(name: Bundle.profile))
  374. worker.evaluate(script: Script(name: Prepare.profile))
  375. return worker.call(
  376. function: Function.generate,
  377. with: [
  378. pumpSettings,
  379. bgTargets,
  380. isf,
  381. basalProfile,
  382. preferences,
  383. carbRatio,
  384. tempTargets,
  385. model,
  386. autotune
  387. ]
  388. )
  389. }
  390. }
  391. private func loadJSON(name: String) -> String {
  392. try! String(contentsOf: Foundation.Bundle.main.url(forResource: "json/\(name)", withExtension: "json")!)
  393. }
  394. private func loadFileFromStorage(name: String) -> RawJSON {
  395. storage.retrieveRaw(name) ?? OpenAPS.defaults(for: name)
  396. }
  397. private func middlewareScript(name: String) -> Script? {
  398. if let body = storage.retrieveRaw(name) {
  399. return Script(name: "Middleware", body: body)
  400. }
  401. if let url = Foundation.Bundle.main.url(forResource: "javascript/\(name)", withExtension: "") {
  402. return Script(name: "Middleware", body: try! String(contentsOf: url))
  403. }
  404. return nil
  405. }
  406. static func defaults(for file: String) -> RawJSON {
  407. let prefix = file.hasSuffix(".json") ? "json/defaults" : "javascript"
  408. guard let url = Foundation.Bundle.main.url(forResource: "\(prefix)/\(file)", withExtension: "") else {
  409. return ""
  410. }
  411. return (try? String(contentsOf: url)) ?? ""
  412. }
  413. }