feat(AI): 集成MNN推理引擎替换MLX作为主AI运行时 - 引入MNN(alibaba) + Arm SME2 + CPU作为主AI运行时,支持A19/iPhone17的 SME2和A17的NEON加速 - 添加MLX Swift作为兜底GPU推理方案,实现双后端切换机制 - 使用单一Qwen3.5-2B多模态模型(1.2GB),替代原有的LLM+VL分离架构 - 实现InferenceEngine.current引擎选择逻辑,真机默认MNN,模拟器回退MLX - 更新AIAgent架构,通过MNNLLMBridge(ObjC++) → MNNBackend进行推理 - 修改队列机制防止并发推理导致OOM,使用信号量闸门控制显存占用 - 更新文档中的技术栈说明、模块边界和周次交付计划 ```
233 lines
7.4 KiB
Swift
233 lines
7.4 KiB
Swift
import Testing
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import SwiftData
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import Foundation
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import CoreGraphics
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@testable import 康康
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struct ModelsSchemaTests {
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private func makeContainer() throws -> ModelContainer {
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let schema = Schema([
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Indicator.self,
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Report.self,
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DiaryEntry.self,
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Asset.self,
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ChatTurn.self,
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Symptom.self,
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UserProfile.self,
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MetricReminder.self,
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CustomMonitorMetric.self,
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Medication.self,
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])
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let config = ModelConfiguration(schema: schema, isStoredInMemoryOnly: true)
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return try ModelContainer(for: schema, configurations: [config])
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}
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@Test func insertIndicatorWithReportRelationship() throws {
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let container = try makeContainer()
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let ctx = ModelContext(container)
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let report = Report(title: "春检", type: .checkup, reportDate: .now)
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let indicator = Indicator(
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name: "ALT",
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value: "32",
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unit: "U/L",
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range: "9-50",
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status: .normal,
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report: report
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)
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ctx.insert(report)
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ctx.insert(indicator)
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try ctx.save()
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#expect(report.indicators.count == 1)
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#expect(indicator.report?.title == "春检")
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}
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@Test func cascadeDeleteReportRemovesIndicators() throws {
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let container = try makeContainer()
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let ctx = ModelContext(container)
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let report = Report(title: "春检", type: .checkup, reportDate: .now)
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let indicator = Indicator(
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name: "ALT", value: "32", unit: "U/L", range: "9-50",
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status: .normal, report: report
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)
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ctx.insert(report)
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ctx.insert(indicator)
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try ctx.save()
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ctx.delete(report)
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try ctx.save()
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let remaining = try ctx.fetch(FetchDescriptor<Indicator>())
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#expect(remaining.isEmpty)
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}
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@Test func ongoingSymptomQueryFiltersByEndedAt() throws {
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let container = try makeContainer()
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let ctx = ModelContext(container)
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let active = Symptom(name: "头痛", startedAt: .now.addingTimeInterval(-3600))
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let ended = Symptom(
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name: "咳嗽",
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startedAt: .now.addingTimeInterval(-7200),
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endedAt: .now.addingTimeInterval(-1800)
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)
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ctx.insert(active)
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ctx.insert(ended)
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try ctx.save()
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let predicate = #Predicate<Symptom> { $0.endedAt == nil }
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let ongoing = try ctx.fetch(FetchDescriptor<Symptom>(predicate: predicate))
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#expect(ongoing.count == 1)
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#expect(ongoing.first?.name == "头痛")
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#expect(active.isOngoing)
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#expect(!ended.isOngoing)
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#expect(active.duration >= 3600)
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}
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@Test func symptomSeverityClampedToRange() throws {
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let high = Symptom(name: "腹痛", severity: 99)
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let low = Symptom(name: "失眠", severity: -3)
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#expect(high.severity == 5)
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#expect(low.severity == 1)
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}
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@Test func chatTurnPersistsReferencedIDs() throws {
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let container = try makeContainer()
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let ctx = ModelContext(container)
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let turn = ChatTurn(
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question: "我的 LDL 怎么样?",
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answer: "近 3 个月 LDL 偏高 [1]",
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referencedIndicatorIDs: ["abc"],
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referencedReportIDs: [],
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decodeRate: 24.3
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)
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ctx.insert(turn)
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try ctx.save()
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let all = try ctx.fetch(FetchDescriptor<ChatTurn>())
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#expect(all.count == 1)
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#expect(all.first?.referencedIndicatorIDs == ["abc"])
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}
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@Test func indicatorSeriesKeyRoundtrip() throws {
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let container = try makeContainer()
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let ctx = ModelContext(container)
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let bp = Indicator(
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name: "收缩压",
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value: "125",
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unit: "mmHg",
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range: "90-140",
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status: .normal,
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pinned: true,
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seriesKey: "bp.systolic"
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)
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ctx.insert(bp)
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try ctx.save()
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let fetched = try #require(try ctx.fetch(FetchDescriptor<Indicator>()).first)
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#expect(fetched.seriesKey == "bp.systolic")
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#expect(fetched.pinned == true)
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}
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@Test func indicatorSeriesKeyDefaultsToNil() {
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let i = Indicator(name: "ALT", value: "32", unit: "U/L", range: "9-50", status: .normal)
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#expect(i.seriesKey == nil)
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}
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@Test func indicatorEvidenceLocationRoundtrip() throws {
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let container = try makeContainer()
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let ctx = ModelContext(container)
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let indicator = Indicator(
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name: "尿酸",
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value: "486",
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unit: "μmol/L",
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range: "208 - 428",
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status: .high,
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source: .report,
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sourcePageIndex: 1,
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sourceBoxX: 0.18,
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sourceBoxY: 0.42,
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sourceBoxWidth: 0.68,
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sourceBoxHeight: 0.08
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)
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ctx.insert(indicator)
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try ctx.save()
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let fetched = try #require(try ctx.fetch(FetchDescriptor<Indicator>()).first)
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#expect(fetched.sourcePageIndex == 1)
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#expect(fetched.sourceBoxX == 0.18)
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#expect(fetched.sourceBoxY == 0.42)
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#expect(fetched.sourceBoxWidth == 0.68)
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#expect(fetched.sourceBoxHeight == 0.08)
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#expect(fetched.hasEvidenceBox)
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#expect(fetched.evidenceRect?.width == 0.68)
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}
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@Test func userProfileSchemaPersistsAcrossSave() throws {
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let container = try makeContainer()
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let ctx = ModelContext(container)
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let p = UserProfile(
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birthYear: 1985,
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biologicalSexRaw: "male",
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heightCM: 175,
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bloodTypeRaw: "A",
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chronicConditions: ["高血压"]
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)
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ctx.insert(p)
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try ctx.save()
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let fetched = try #require(try ctx.fetch(FetchDescriptor<UserProfile>()).first)
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#expect(fetched.birthYear == 1985)
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#expect(fetched.sex == .male)
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#expect(fetched.heightCM == 175)
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#expect(fetched.bloodTypeRaw == "A")
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#expect(fetched.chronicConditions == ["高血压"])
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}
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@Test func medicationRoundtripAndDetailLine() throws {
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let container = try makeContainer()
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let ctx = ModelContext(container)
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let med = Medication(name: "缬沙坦胶囊", strength: "80mg×7粒", usage: "一日一次,一次一粒")
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ctx.insert(med)
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try ctx.save()
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let fetched = try #require(try ctx.fetch(FetchDescriptor<Medication>()).first)
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#expect(fetched.name == "缬沙坦胶囊")
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#expect(fetched.detailLine == "80mg×7粒 · 一日一次,一次一粒")
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#expect(fetched.updatedAt == fetched.createdAt)
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}
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@Test func medicationDetailLineOmitsEmptyParts() {
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#expect(Medication(name: "维生素C").detailLine == "")
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#expect(Medication(name: "钙片", strength: "600mg").detailLine == "600mg")
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}
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@Test func cascadeDeleteMedicationRemovesAssets() throws {
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let container = try makeContainer()
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let ctx = ModelContext(container)
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let med = Medication(name: "二甲双胍缓释片", strength: "0.5g×30片")
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let asset = Asset(relativePath: "med-1.jpg", bytes: 2048)
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ctx.insert(asset)
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med.assets.append(asset)
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ctx.insert(med)
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try ctx.save()
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#expect(med.assets.count == 1)
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ctx.delete(med)
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try ctx.save()
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#expect(try ctx.fetch(FetchDescriptor<Medication>()).isEmpty)
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#expect(try ctx.fetch(FetchDescriptor<Asset>()).isEmpty)
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}
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}
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