GlucoseStorage.swift 15 KB

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  1. import AVFAudio
  2. import CoreData
  3. import Foundation
  4. import SwiftDate
  5. import SwiftUI
  6. import Swinject
  7. protocol GlucoseStorage {
  8. func storeGlucose(_ glucose: [BloodGlucose])
  9. func syncDate() -> Date
  10. func filterTooFrequentGlucose(_ glucose: [BloodGlucose], at: Date) -> [BloodGlucose]
  11. func lastGlucoseDate() -> Date
  12. func isGlucoseFresh() -> Bool
  13. func getGlucoseNotYetUploadedToNightscout() async -> [BloodGlucose]
  14. func getCGMStateNotYetUploadedToNightscout() async -> [NightscoutTreatment]
  15. func getManualGlucoseNotYetUploadedToNightscout() async -> [NightscoutTreatment]
  16. var alarm: GlucoseAlarm? { get }
  17. }
  18. final class BaseGlucoseStorage: GlucoseStorage, Injectable {
  19. private let processQueue = DispatchQueue(label: "BaseGlucoseStorage.processQueue")
  20. @Injected() private var storage: FileStorage!
  21. @Injected() private var broadcaster: Broadcaster!
  22. @Injected() private var settingsManager: SettingsManager!
  23. let coredataContext = CoreDataStack.shared.newTaskContext()
  24. private enum Config {
  25. static let filterTime: TimeInterval = 3.5 * 60
  26. }
  27. init(resolver: Resolver) {
  28. injectServices(resolver)
  29. }
  30. private var glucoseFormatter: NumberFormatter {
  31. let formatter = NumberFormatter()
  32. formatter.numberStyle = .decimal
  33. formatter.maximumFractionDigits = 0
  34. if settingsManager.settings.units == .mmolL {
  35. formatter.maximumFractionDigits = 1
  36. }
  37. formatter.decimalSeparator = "."
  38. return formatter
  39. }
  40. func storeGlucose(_ glucose: [BloodGlucose]) {
  41. processQueue.sync {
  42. debug(.deviceManager, "Start storage of glucose data")
  43. self.coredataContext.perform {
  44. let datesToCheck: Set<Date?> = Set(glucose.compactMap { $0.dateString as Date? })
  45. let fetchRequest: NSFetchRequest<NSFetchRequestResult> = GlucoseStored.fetchRequest()
  46. fetchRequest.predicate = NSCompoundPredicate(andPredicateWithSubpredicates: [
  47. NSPredicate(format: "date IN %@", datesToCheck),
  48. NSPredicate.predicateForOneDayAgo
  49. ])
  50. fetchRequest.propertiesToFetch = ["date"]
  51. fetchRequest.resultType = .dictionaryResultType
  52. var existingDates = Set<Date>()
  53. do {
  54. let results = try self.coredataContext.fetch(fetchRequest) as? [NSDictionary]
  55. existingDates = Set(results?.compactMap({ $0["date"] as? Date }) ?? [])
  56. } catch {
  57. debugPrint("Failed to fetch existing glucose dates: \(error)")
  58. }
  59. var filteredGlucose = glucose.filter { !existingDates.contains($0.dateString) }
  60. // prepare batch insert
  61. let batchInsert = NSBatchInsertRequest(
  62. entity: GlucoseStored.entity(),
  63. managedObjectHandler: { (managedObject: NSManagedObject) -> Bool in
  64. guard let glucoseEntry = managedObject as? GlucoseStored, !filteredGlucose.isEmpty else {
  65. return true // Stop if there are no more items
  66. }
  67. let entry = filteredGlucose.removeFirst()
  68. glucoseEntry.id = UUID()
  69. glucoseEntry.glucose = Int16(entry.glucose ?? 0)
  70. glucoseEntry.date = entry.dateString
  71. glucoseEntry.direction = entry.direction?.rawValue
  72. glucoseEntry.isUploadedToNS = false /// the value is not uploaded to NS (yet)
  73. debugPrint("\(DebuggingIdentifiers.failed)")
  74. debugPrint("\(String(describing: glucoseEntry.direction))")
  75. return false // Continue processing
  76. }
  77. )
  78. // process batch insert
  79. do {
  80. try self.coredataContext.execute(batchInsert)
  81. debugPrint("Glucose Storage: \(#function) \(DebuggingIdentifiers.succeeded) saved glucose to Core Data")
  82. // Send notification for triggering a fetch in Home State Model to update the Glucose Array
  83. /// This is necessary because changes only get merged automatically into the viewContext because of the Persistent History Tracking
  84. /// But I do not want to fetch on the Main Thread using the @FetchRequest property, I also can not use the FetchedResultsController because of the architecture of the State Model (it must inherit from BaseStateModel and therefore can not inherit from NSObject as well) and because of the fact that I am using a batch insert here there are no notifications sent from the managedObjectContext because changes are directly stored in the persistent container
  85. Foundation.NotificationCenter.default.post(name: .didPerformBatchInsert, object: nil)
  86. } catch {
  87. debugPrint(
  88. "Glucose Storage: \(#function) \(DebuggingIdentifiers.failed) failed to execute batch insert: \(error)"
  89. )
  90. }
  91. debug(.deviceManager, "start storage cgmState")
  92. self.storage.transaction { storage in
  93. let file = OpenAPS.Monitor.cgmState
  94. var treatments = storage.retrieve(file, as: [NightscoutTreatment].self) ?? []
  95. var updated = false
  96. for x in glucose {
  97. debug(.deviceManager, "storeGlucose \(x)")
  98. guard let sessionStartDate = x.sessionStartDate else {
  99. continue
  100. }
  101. if let lastTreatment = treatments.last,
  102. let createdAt = lastTreatment.createdAt,
  103. // When a new Dexcom sensor is started, it produces multiple consecutive
  104. // startDates. Disambiguate them by only allowing a session start per minute.
  105. abs(createdAt.timeIntervalSince(sessionStartDate)) < TimeInterval(60)
  106. {
  107. continue
  108. }
  109. var notes = ""
  110. if let t = x.transmitterID {
  111. notes = t
  112. }
  113. if let a = x.activationDate {
  114. notes = "\(notes) activated on \(a)"
  115. }
  116. let treatment = NightscoutTreatment(
  117. duration: nil,
  118. rawDuration: nil,
  119. rawRate: nil,
  120. absolute: nil,
  121. rate: nil,
  122. eventType: .nsSensorChange,
  123. createdAt: sessionStartDate,
  124. enteredBy: NightscoutTreatment.local,
  125. bolus: nil,
  126. insulin: nil,
  127. notes: notes,
  128. carbs: nil,
  129. fat: nil,
  130. protein: nil,
  131. targetTop: nil,
  132. targetBottom: nil
  133. )
  134. debug(.deviceManager, "CGM sensor change \(treatment)")
  135. treatments.append(treatment)
  136. updated = true
  137. }
  138. if updated {
  139. // We have to keep quite a bit of history as sensors start only every 10 days.
  140. storage.save(
  141. treatments.filter
  142. { $0.createdAt != nil && $0.createdAt!.addingTimeInterval(30.days.timeInterval) > Date() },
  143. as: file
  144. )
  145. }
  146. }
  147. }
  148. }
  149. }
  150. func syncDate() -> Date {
  151. let fr = GlucoseStored.fetchRequest()
  152. fr.predicate = NSPredicate.predicateForOneDayAgo
  153. fr.sortDescriptors = [NSSortDescriptor(keyPath: \GlucoseStored.date, ascending: false)]
  154. fr.fetchLimit = 1
  155. var date: Date?
  156. coredataContext.performAndWait {
  157. do {
  158. let results = try self.coredataContext.fetch(fr)
  159. date = results.first?.date
  160. } catch let error as NSError {
  161. print("Fetch error: \(DebuggingIdentifiers.failed) \(error.localizedDescription), \(error.userInfo)")
  162. }
  163. }
  164. return date ?? .distantPast
  165. }
  166. func lastGlucoseDate() -> Date {
  167. let fr = GlucoseStored.fetchRequest()
  168. fr.predicate = NSPredicate.predicateForOneDayAgo
  169. fr.sortDescriptors = [NSSortDescriptor(keyPath: \GlucoseStored.date, ascending: false)]
  170. fr.fetchLimit = 1
  171. var date: Date?
  172. coredataContext.performAndWait {
  173. do {
  174. let results = try self.coredataContext.fetch(fr)
  175. date = results.first?.date
  176. } catch let error as NSError {
  177. print("Fetch error: \(DebuggingIdentifiers.failed) \(error.localizedDescription), \(error.userInfo)")
  178. }
  179. }
  180. return date ?? .distantPast
  181. }
  182. func isGlucoseFresh() -> Bool {
  183. Date().timeIntervalSince(lastGlucoseDate()) <= Config.filterTime
  184. }
  185. func filterTooFrequentGlucose(_ glucose: [BloodGlucose], at date: Date) -> [BloodGlucose] {
  186. var lastDate = date
  187. var filtered: [BloodGlucose] = []
  188. let sorted = glucose.sorted { $0.date < $1.date }
  189. for entry in sorted {
  190. guard entry.dateString.addingTimeInterval(-Config.filterTime) > lastDate else {
  191. continue
  192. }
  193. filtered.append(entry)
  194. lastDate = entry.dateString
  195. }
  196. return filtered
  197. }
  198. func fetchLatestGlucose() -> GlucoseStored? {
  199. let predicate = NSPredicate.predicateFor20MinAgo
  200. return CoreDataStack.shared.fetchEntities(
  201. ofType: GlucoseStored.self,
  202. onContext: coredataContext,
  203. predicate: predicate,
  204. key: "date",
  205. ascending: false,
  206. fetchLimit: 1
  207. ).first
  208. }
  209. // Fetch glucose that is not uploaded to Nightscout yet
  210. /// Returns: Array of BloodGlucose to ensure the correct format for the NS Upload
  211. func getGlucoseNotYetUploadedToNightscout() async -> [BloodGlucose] {
  212. let results = await CoreDataStack.shared.fetchEntitiesAsync(
  213. ofType: GlucoseStored.self,
  214. onContext: coredataContext,
  215. predicate: NSPredicate.glucoseNotYetUploadedToNightscout,
  216. key: "date",
  217. ascending: false,
  218. fetchLimit: 288
  219. )
  220. return await coredataContext.perform {
  221. return results.map { result in
  222. BloodGlucose(
  223. _id: result.id?.uuidString ?? UUID().uuidString,
  224. sgv: Int(result.glucose),
  225. direction: BloodGlucose.Direction(from: result.direction ?? ""),
  226. date: Decimal(result.date?.timeIntervalSince1970 ?? Date().timeIntervalSince1970) * 1000,
  227. dateString: result.date ?? Date(),
  228. unfiltered: Decimal(result.glucose),
  229. filtered: Decimal(result.glucose),
  230. noise: nil,
  231. glucose: Int(result.glucose)
  232. )
  233. }
  234. }
  235. }
  236. // Fetch manual glucose that is not uploaded to Nightscout yet
  237. /// Returns: Array of NightscoutTreatment to ensure the correct format for the NS Upload
  238. func getManualGlucoseNotYetUploadedToNightscout() async -> [NightscoutTreatment] {
  239. let results = await CoreDataStack.shared.fetchEntitiesAsync(
  240. ofType: GlucoseStored.self,
  241. onContext: coredataContext,
  242. predicate: NSPredicate.manualGlucoseNotYetUploadedToNightscout,
  243. key: "date",
  244. ascending: false,
  245. fetchLimit: 288
  246. )
  247. return await coredataContext.perform {
  248. return results.map { result in
  249. NightscoutTreatment(
  250. duration: nil,
  251. rawDuration: nil,
  252. rawRate: nil,
  253. absolute: nil,
  254. rate: nil,
  255. eventType: .capillaryGlucose,
  256. createdAt: result.date,
  257. enteredBy: "Trio",
  258. bolus: nil,
  259. insulin: nil,
  260. notes: "Trio User",
  261. carbs: nil,
  262. fat: nil,
  263. protein: nil,
  264. foodType: nil,
  265. targetTop: nil,
  266. targetBottom: nil,
  267. glucoseType: "Manual",
  268. glucose: self.settingsManager.settings
  269. .units == .mgdL ? (self.glucoseFormatter.string(from: Int(result.glucose) as NSNumber) ?? "")
  270. : (self.glucoseFormatter.string(from: Decimal(result.glucose).asMmolL as NSNumber) ?? ""),
  271. units: self.settingsManager.settings.units == .mmolL ? "mmol" : "mg/dl",
  272. id: result.id?.uuidString
  273. )
  274. }
  275. }
  276. }
  277. func getCGMStateNotYetUploadedToNightscout() async -> [NightscoutTreatment] {
  278. async let alreadyUploaded: [NightscoutTreatment] = storage
  279. .retrieveAsync(OpenAPS.Nightscout.uploadedCGMState, as: [NightscoutTreatment].self) ?? []
  280. async let allValues: [NightscoutTreatment] = storage
  281. .retrieveAsync(OpenAPS.Monitor.cgmState, as: [NightscoutTreatment].self) ?? []
  282. let (alreadyUploadedValues, allValuesSet) = await (alreadyUploaded, allValues)
  283. return Array(Set(allValuesSet).subtracting(Set(alreadyUploadedValues)))
  284. }
  285. var alarm: GlucoseAlarm? {
  286. /// glucose can not be older than 20 minutes due to the predicate in the fetch request
  287. coredataContext.performAndWait {
  288. guard let glucose = fetchLatestGlucose() else { return nil }
  289. let glucoseValue = glucose.glucose
  290. if Decimal(glucoseValue) <= settingsManager.settings.lowGlucose {
  291. return .low
  292. }
  293. if Decimal(glucoseValue) >= settingsManager.settings.highGlucose {
  294. return .high
  295. }
  296. return nil
  297. }
  298. }
  299. }
  300. protocol GlucoseObserver {
  301. func glucoseDidUpdate(_ glucose: [BloodGlucose])
  302. }
  303. enum GlucoseAlarm {
  304. case high
  305. case low
  306. var displayName: String {
  307. switch self {
  308. case .high:
  309. return NSLocalizedString("LOWALERT!", comment: "LOWALERT!")
  310. case .low:
  311. return NSLocalizedString("HIGHALERT!", comment: "HIGHALERT!")
  312. }
  313. }
  314. }