JSONImporterTests.swift 17 KB

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  1. //
  2. // JSONImporterTests.swift
  3. // Trio
  4. //
  5. // Created by Cengiz Deniz on 21.04.25.
  6. //
  7. import CoreData
  8. import Foundation
  9. import Swinject
  10. import Testing
  11. @testable import Trio
  12. class BundleReference {}
  13. @Suite("JSON Importer Tests", .serialized) struct JSONImporterTests: Injectable {
  14. var coreDataStack: CoreDataStack!
  15. var context: NSManagedObjectContext!
  16. var importer: JSONImporter!
  17. init() async throws {
  18. // In-memory Core Data for tests
  19. coreDataStack = try await CoreDataStack.createForTests()
  20. context = coreDataStack.newTaskContext()
  21. importer = JSONImporter(context: context, coreDataStack: coreDataStack)
  22. }
  23. @Test("Import glucose history with value checks") func testImportGlucoseHistoryDetails() async throws {
  24. let testBundle = Bundle(for: BundleReference.self)
  25. let path = testBundle.path(forResource: "glucose", ofType: "json")!
  26. let url = URL(filePath: path)
  27. let now = Date("2025-04-28T19:32:52.000Z")!
  28. try await importer.importGlucoseHistory(url: url, now: now)
  29. // run the import againt to check our deduplication logic
  30. try await importer.importGlucoseHistory(url: url, now: now)
  31. let allReadings = try await coreDataStack.fetchEntitiesAsync(
  32. ofType: GlucoseStored.self,
  33. onContext: context,
  34. predicate: NSPredicate(format: "TRUEPREDICATE"),
  35. key: "date",
  36. ascending: false
  37. ) as? [GlucoseStored] ?? []
  38. #expect(allReadings.count == 274)
  39. #expect(allReadings.first?.glucose == 115)
  40. #expect(allReadings.first?.date == Date("2025-04-28T19:32:51.727Z"))
  41. #expect(allReadings.last?.glucose == 127)
  42. #expect(allReadings.last?.date == Date("2025-04-27T19:37:50.327Z"))
  43. let manualCount = allReadings.filter({ $0.isManual }).count
  44. #expect(manualCount == 1)
  45. }
  46. @Test("Skip importing old glucose values") func testSkipImportOldGlucoseValues() async throws {
  47. let testBundle = Bundle(for: BundleReference.self)
  48. let path = testBundle.path(forResource: "glucose", ofType: "json")!
  49. let url = URL(filePath: path)
  50. // more than 24 hours in the future from the most recent entry
  51. let now = Date("2025-04-29T19:32:52.000Z")!
  52. try await importer.importGlucoseHistory(url: url, now: now)
  53. let allReadings = try await coreDataStack.fetchEntitiesAsync(
  54. ofType: GlucoseStored.self,
  55. onContext: context,
  56. predicate: NSPredicate(format: "TRUEPREDICATE"),
  57. key: "date",
  58. ascending: false
  59. ) as? [GlucoseStored] ?? []
  60. #expect(allReadings.isEmpty)
  61. }
  62. @Test("Import pump history with value checks") func testImportPumpHistoryDetails() async throws {
  63. let testBundle = Bundle(for: BundleReference.self)
  64. let path = testBundle.path(forResource: "pumphistory-24h-zoned", ofType: "json")!
  65. let url = URL(filePath: path)
  66. let now = Date("2025-04-29T01:33:58.000Z")!
  67. try await importer.importPumpHistory(url: url, now: now)
  68. // test out deduplication logic
  69. try await importer.importPumpHistory(url: url, now: now)
  70. let allReadings = try await coreDataStack.fetchEntitiesAsync(
  71. ofType: PumpEventStored.self,
  72. onContext: context,
  73. predicate: NSPredicate(format: "TRUEPREDICATE"),
  74. key: "timestamp",
  75. ascending: false
  76. ) as? [PumpEventStored] ?? []
  77. let objectIds = allReadings.map(\.objectID)
  78. let parsedHistory = OpenAPS.loadAndMapPumpEvents(objectIds, from: context)
  79. var bolusTotal = 0.0
  80. var bolusCount = 0
  81. var smbCount = 0
  82. var rateTotal = 0.0
  83. var tempBasalCount = 0
  84. var durationTotal = 0
  85. var suspendCount = 0
  86. var resumeCount = 0
  87. for event in parsedHistory {
  88. switch event {
  89. case let .bolus(bolus):
  90. bolusTotal += bolus.amount
  91. bolusCount += 1
  92. if bolus.isSMB {
  93. smbCount += 1
  94. }
  95. case let .tempBasal(tempBasal):
  96. rateTotal += tempBasal.rate
  97. tempBasalCount += 1
  98. case let .tempBasalDuration(tempBasalDuration):
  99. durationTotal += tempBasalDuration.duration
  100. case .suspend:
  101. suspendCount += 1
  102. case .resume:
  103. resumeCount += 1
  104. default:
  105. fatalError("unhandled pump event")
  106. }
  107. }
  108. // see the scripts/pump-history-stats.py file for where these come from
  109. #expect(parsedHistory.count == 77)
  110. #expect(bolusCount == 23)
  111. #expect(smbCount == 21)
  112. #expect(bolusTotal.isApproximatelyEqual(to: 8.1, epsilon: 0.01))
  113. #expect(tempBasalCount == 26)
  114. #expect(rateTotal.isApproximatelyEqual(to: 20.08, epsilon: 0.001))
  115. #expect(durationTotal == 900)
  116. #expect(suspendCount == 1)
  117. #expect(resumeCount == 1)
  118. }
  119. @Test("Skipping old pump history entries") func testSkipOldPumpHistoryEntries() async throws {
  120. let testBundle = Bundle(for: BundleReference.self)
  121. let path = testBundle.path(forResource: "pumphistory-24h-zoned", ofType: "json")!
  122. let url = URL(filePath: path)
  123. let now = Date("2025-04-30T01:33:58.000Z")!
  124. try await importer.importPumpHistory(url: url, now: now)
  125. let allReadings = try await coreDataStack.fetchEntitiesAsync(
  126. ofType: PumpEventStored.self,
  127. onContext: context,
  128. predicate: NSPredicate(format: "TRUEPREDICATE"),
  129. key: "timestamp",
  130. ascending: false
  131. ) as? [PumpEventStored] ?? []
  132. #expect(allReadings.isEmpty)
  133. }
  134. @Test("Import carb history with value checks") func testImportCarbHistoryDetails() async throws {
  135. let testBundle = Bundle(for: BundleReference.self)
  136. let path = testBundle.path(forResource: "carbhistory", ofType: "json")!
  137. let url = URL(filePath: path)
  138. let now = Date("2025-04-28T19:32:52.000Z")!
  139. try await importer.importCarbHistory(url: url, now: now)
  140. // run the import againt to check our deduplication logic
  141. try await importer.importCarbHistory(url: url, now: now)
  142. let allCarbEntries = try await coreDataStack.fetchEntitiesAsync(
  143. ofType: CarbEntryStored.self,
  144. onContext: context,
  145. predicate: NSPredicate(format: "TRUEPREDICATE"),
  146. key: "date",
  147. ascending: false
  148. ) as? [CarbEntryStored] ?? []
  149. #expect(allCarbEntries.count == 8)
  150. #expect(allCarbEntries.first?.carbs == 10)
  151. #expect(allCarbEntries.first?.note == "Snack 🍪")
  152. #expect(allCarbEntries.first?.date == Date("2025-04-28T18:36:06.968Z"))
  153. #expect(allCarbEntries.last?.carbs == 25)
  154. #expect(allCarbEntries.last?.date == Date("2025-04-28T05:03:43.332Z"))
  155. }
  156. @Test("Skip importing old carb entries") func testSkipImportOldCarbEntries() async throws {
  157. let testBundle = Bundle(for: BundleReference.self)
  158. let path = testBundle.path(forResource: "carbhistory", ofType: "json")!
  159. let url = URL(filePath: path)
  160. // more than 24 hours in the future from the most recent entry
  161. let now = Date("2025-04-29T19:32:52.000Z")!
  162. try await importer.importCarbHistory(url: url, now: now)
  163. let allCarbEntries = try await coreDataStack.fetchEntitiesAsync(
  164. ofType: CarbEntryStored.self,
  165. onContext: context,
  166. predicate: NSPredicate(format: "TRUEPREDICATE"),
  167. key: "date",
  168. ascending: false
  169. ) as? [CarbEntryStored] ?? []
  170. #expect(allCarbEntries.isEmpty)
  171. }
  172. @Test("Import determination data with value checks") func testImportDeterminationDetails() async throws {
  173. let testBundle = Bundle(for: BundleReference.self)
  174. let enactedPath = testBundle.path(forResource: "enacted", ofType: "json")!
  175. let enactedUrl = URL(filePath: enactedPath)
  176. let suggestedPath = testBundle.path(forResource: "suggested", ofType: "json")!
  177. let suggestedUrl = URL(filePath: suggestedPath)
  178. let now = Date("2025-04-28T20:50:00.000Z")!
  179. try await importer.importOrefDetermination(enactedUrl: enactedUrl, suggestedUrl: suggestedUrl, now: now)
  180. // run the import againt to check our deduplication logic
  181. try await importer.importOrefDetermination(enactedUrl: enactedUrl, suggestedUrl: suggestedUrl, now: now)
  182. let determinations = try await coreDataStack.fetchEntitiesAsync(
  183. ofType: OrefDetermination.self,
  184. onContext: context,
  185. predicate: NSPredicate(format: "TRUEPREDICATE"),
  186. key: "deliverAt",
  187. ascending: false
  188. ) as? [OrefDetermination] ?? []
  189. #expect(determinations.count == 1) // single determination, as enacted.deliverAt and suggested.deliverAt match
  190. let determination = determinations.first!
  191. #expect(determination.deliverAt == Date("2025-04-28T19:41:43.564Z"))
  192. #expect(determination.timestamp == Date("2025-04-28T19:41:48.453Z"))
  193. #expect(determination.enacted == true)
  194. #expect(determination.reason?.starts(with: "Autosens ratio: 0.99") == true)
  195. #expect(determination.insulinReq == Decimal(string: "0.29").map(NSDecimalNumber.init))
  196. #expect(determination.eventualBG! == NSDecimalNumber(160))
  197. #expect(determination.sensitivityRatio == Decimal(string: "0.9863849810728643").map(NSDecimalNumber.init))
  198. #expect(determination.rate == Decimal(string: "0").map(NSDecimalNumber.init))
  199. #expect(determination.duration == NSDecimalNumber(60))
  200. #expect(determination.iob == Decimal(string: "1.249").map(NSDecimalNumber.init))
  201. #expect(determination.cob == 34)
  202. #expect(determination.temp == "absolute")
  203. #expect(determination.glucose == NSDecimalNumber(85))
  204. #expect(determination.reservoir == Decimal(string: "3735928559").map(NSDecimalNumber.init))
  205. #expect(determination.insulinSensitivity == Decimal(string: "4.6").map(NSDecimalNumber.init))
  206. #expect(determination.currentTarget == Decimal(string: "94").map(NSDecimalNumber.init))
  207. #expect(determination.insulinForManualBolus == Decimal(string: "0.8").map(NSDecimalNumber.init))
  208. #expect(determination.manualBolusErrorString == Decimal(string: "0").map(NSDecimalNumber.init))
  209. #expect(determination.minDelta == NSDecimalNumber(5))
  210. #expect(determination.expectedDelta == Decimal(string: "-5.9").map(NSDecimalNumber.init))
  211. #expect(determination.threshold == Decimal(string: "3.7").map(NSDecimalNumber.init))
  212. #expect(determination.carbRatio == nil) // not present in JSON
  213. let forecasts = try await coreDataStack.fetchEntitiesAsync(
  214. ofType: Forecast.self,
  215. onContext: context,
  216. predicate: NSPredicate(format: "orefDetermination = %@", determination.objectID),
  217. key: "type",
  218. ascending: true,
  219. relationshipKeyPathsForPrefetching: ["forecastValues"]
  220. )
  221. var forecastHierarchy: [(forecastID: NSManagedObjectID, forecastValueIDs: [NSManagedObjectID])] = []
  222. await context.perform {
  223. if let forecasts = forecasts as? [Forecast] {
  224. for forecast in forecasts {
  225. // Use the helper property that already sorts by index
  226. let sortedValues = forecast.forecastValuesArray
  227. forecastHierarchy.append((
  228. forecastID: forecast.objectID,
  229. forecastValueIDs: sortedValues.map(\.objectID)
  230. ))
  231. }
  232. }
  233. for entry in forecastHierarchy {
  234. var forecastValueTuple: (Forecast?, [ForecastValue]) = (nil, [])
  235. var forecast: Forecast?
  236. var forecastValues: [ForecastValue] = []
  237. do {
  238. // Fetch the forecast object
  239. forecast = try context.existingObject(with: entry.forecastID) as? Forecast
  240. // Fetch the first 3h of forecast values
  241. for forecastValueID in entry.forecastValueIDs.prefix(36) {
  242. if let forecastValue = try context.existingObject(with: forecastValueID) as? ForecastValue {
  243. forecastValues.append(forecastValue)
  244. }
  245. }
  246. } catch {
  247. debugPrint(
  248. "\(DebuggingIdentifiers.failed) \(#file) \(#function) Failed to fetch forecast Values with error: \(error.localizedDescription)"
  249. )
  250. }
  251. forecastValueTuple = (forecast, forecastValues)
  252. // Basic checks
  253. #expect(forecastValueTuple.0 != nil)
  254. #expect(forecastValueTuple.1.isNotEmpty == true)
  255. if let forecast = forecastValueTuple.0 {
  256. let sortedValues = forecastValueTuple.1.sorted { $0.index < $1.index }
  257. let prefix = sortedValues.prefix(5).compactMap(\.value)
  258. let type = forecast.type?.lowercased()
  259. switch type {
  260. case "zt":
  261. #expect(prefix == [85, 78, 71, 64, 58])
  262. case "iob":
  263. #expect(prefix == [85, 89, 92, 95, 97])
  264. case "uam":
  265. #expect(prefix == [85, 89, 93, 96, 99])
  266. case "cob":
  267. #expect(prefix == [85, 90, 94, 99, 103])
  268. default:
  269. break // Skip unknown forecast types silently
  270. }
  271. }
  272. }
  273. }
  274. }
  275. @Test("Skip importing old determinations") func testSkipImportOldDeterminationData() async throws {
  276. let testBundle = Bundle(for: BundleReference.self)
  277. let enactedPath = testBundle.path(forResource: "enacted", ofType: "json")!
  278. let enactedUrl = URL(filePath: enactedPath)
  279. let suggestedPath = testBundle.path(forResource: "suggested", ofType: "json")!
  280. let suggestedUrl = URL(filePath: suggestedPath)
  281. // more than 24 hours in the future from the most recent entry
  282. let now = Date("2025-04-29T22:00:00.000Z")!
  283. try await importer.importOrefDetermination(enactedUrl: enactedUrl, suggestedUrl: suggestedUrl, now: now)
  284. let determinations = try await coreDataStack.fetchEntitiesAsync(
  285. ofType: OrefDetermination.self,
  286. onContext: context,
  287. predicate: NSPredicate(format: "TRUEPREDICATE"),
  288. key: "deliverAt",
  289. ascending: false
  290. ) as? [OrefDetermination] ?? []
  291. #expect(determinations.isEmpty)
  292. }
  293. @Test("Import determination data with suggested newer than enacted") func testImportDeterminationDetailsWithNewerSuggested(
  294. ) async throws {
  295. let testBundle = Bundle(for: BundleReference.self)
  296. let enactedPath = testBundle.path(forResource: "enacted", ofType: "json")!
  297. let enactedUrl = URL(filePath: enactedPath)
  298. let suggestedPath = testBundle.path(forResource: "newerSuggested", ofType: "json")!
  299. let suggestedUrl = URL(filePath: suggestedPath)
  300. let now = Date("2025-04-28T20:50:00.000Z")!
  301. try await importer.importOrefDetermination(enactedUrl: enactedUrl, suggestedUrl: suggestedUrl, now: now)
  302. let determinations = try await coreDataStack.fetchEntitiesAsync(
  303. ofType: OrefDetermination.self,
  304. onContext: context,
  305. predicate: NSPredicate(format: "TRUEPREDICATE"),
  306. key: "deliverAt",
  307. ascending: false
  308. ) as? [OrefDetermination] ?? []
  309. #expect(determinations.count == 2) // two determinations, suggested is more recent than enacted
  310. let suggested = determinations.first(where: { !$0.enacted && $0.deliverAt == $0.timestamp })!
  311. let enacted = determinations.first(where: { $0.enacted })!
  312. #expect(suggested.deliverAt == Date("2025-04-28T19:51:48.453Z"))
  313. #expect(enacted.timestamp == Date("2025-04-28T19:41:48.453Z"))
  314. }
  315. }
  316. extension Double {
  317. func isApproximatelyEqual(to other: Double, epsilon: Double?) -> Bool {
  318. // If no epsilon provided, require exact match
  319. guard let epsilon = epsilon else {
  320. return self == other
  321. }
  322. // Handle exact equality
  323. if self == other {
  324. return true
  325. }
  326. // Handle infinity and NaN
  327. if isInfinite || other.isInfinite || isNaN || other.isNaN {
  328. return self == other
  329. }
  330. // For values, use simple absolute difference
  331. return abs(self - other) <= epsilon
  332. }
  333. }