feat: AI Runtime Prisma Schema (API-AI-004~010 + 070/071/075)
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新增 18 个模型： - P0: UserLearningProfile, UserAiSettings, UserModelCredential - P0: AiRuntimeJob, AiRuntimeResult, LearningAnalysisSnapshot - P0: ModelInvocationLog, UserAiUsageDaily, PlatformAiBudgetDaily - P0: RuntimeInstance - P1 预留: AiLearningAnalysis, WeakPointCandidate, NextActionRecommendation, QuestionGenerationPlan, FlashcardGenerationPlan, Flashcard, AiArtifactFeedback User 模型补充新表 relation 字段。 Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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@ -56,6 +56,12 @@ model User {
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readingEvents ReadingEvent[]
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materialReadingProgresses MaterialReadingProgress[]
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temporaryReadingMaterials TemporaryReadingMaterial[]
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learningProfile UserLearningProfile?
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aiSettings UserAiSettings?
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modelCredentials UserModelCredential[]
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aiRuntimeJobs AiRuntimeJob[]
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aiRuntimeResults AiRuntimeResult[]
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aiAnalysisResultsNew AiLearningAnalysis[]
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@@index([email])
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@@index([status])
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@ -1763,3 +1769,414 @@ model QuizAnswer {
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@@index([attemptId])
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@@index([questionId])
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}
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// ═══════════════════════════════════════════════════════
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// M-API-AI-RUNTIME: AI Runtime 调度与落库
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// ═══════════════════════════════════════════════════════
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// ── API-AI-004: UserLearningProfile ──
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model UserLearningProfile {
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id String @id @default(cuid())
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userId String @unique
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learningGoal String? @db.VarChar(255)
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currentLevel String? @db.VarChar(32)
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dailyAvailableMinutes Int?
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qualityPreference String? @db.VarChar(32)
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ageRange String? @db.VarChar(32)
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occupation String? @db.VarChar(100)
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examTarget String? @db.VarChar(255)
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learningDeadline DateTime?
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learningStyle String? @db.VarChar(100)
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aiAcceptanceLevel String? @db.VarChar(32)
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digitalSkillLevel String? @db.VarChar(32)
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preferredQuestionTypes Json?
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preferredLanguage String? @db.VarChar(32)
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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user User @relation(fields: [userId], references: [id])
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}
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// ── API-AI-005: UserAiSettings ──
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model UserAiSettings {
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id String @id @default(cuid())
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userId String @unique
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allowAiAnalysis Boolean @default(true)
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allowUseLearningBehavior Boolean @default(true)
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allowUseUserProfile Boolean @default(true)
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allowUseDocumentContent Boolean @default(false)
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allowStoreAiAnalysisHistory Boolean @default(true)
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apiKeyMode String @default("platform_key") @db.VarChar(32)
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defaultCredentialId String?
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fallbackToPlatformKey Boolean @default(true)
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maxDailyAiJobs Int @default(20)
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maxDailyTokenBudget Int @default(100000)
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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user User @relation(fields: [userId], references: [id])
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}
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// ── API-AI-006: UserModelCredential ──
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model UserModelCredential {
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id String @id @default(cuid())
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userId String
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provider String @default("deepseek") @db.VarChar(32)
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keyAlias String? @db.VarChar(100)
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encryptedApiKey String @db.Text
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keyHash String @db.VarChar(255)
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maskedKey String @db.VarChar(20)
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status String @default("active") @db.VarChar(32)
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lastTestedAt DateTime?
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lastUsedAt DateTime?
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lastErrorCode String? @db.VarChar(100)
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lastErrorMessage String? @db.Text
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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deletedAt DateTime?
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user User @relation(fields: [userId], references: [id])
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@@index([userId])
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@@index([keyHash])
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}
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// ── API-AI-007: AiRuntimeJob ──
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model AiRuntimeJob {
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id String @id @default(cuid())
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userId String
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jobType String @db.VarChar(64)
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targetType String @db.VarChar(32)
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targetId String @db.VarChar(255)
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snapshotId String?
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status String @default("pending") @db.VarChar(32)
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priority Int @default(0)
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idempotencyKey String? @unique @db.VarChar(255)
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apiKeyMode String @default("platform_key") @db.VarChar(32)
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credentialId String?
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modelProvider String @default("deepseek") @db.VarChar(32)
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modelName String @default("deepseek-chat") @db.VarChar(64)
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promptVersion String? @db.VarChar(100)
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outputSchemaVersion String? @db.VarChar(100)
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attemptNo Int @default(0)
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retriedFromJobId String? @db.VarChar(255)
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lockedBy String? @db.VarChar(100)
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lockedAt DateTime?
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lockUntil DateTime?
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startedAt DateTime?
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finishedAt DateTime?
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retryCount Int @default(0)
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maxRetryCount Int @default(3)
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timeoutSeconds Int @default(120)
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errorCode String? @db.VarChar(100)
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errorMessage String? @db.Text
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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user User @relation(fields: [userId], references: [id])
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result AiRuntimeResult?
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@@index([status])
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@@index([jobType])
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@@index([userId])
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@@index([targetType, targetId])
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@@index([lockUntil])
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}
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// ── API-AI-007: AiRuntimeResult ──
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model AiRuntimeResult {
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id String @id @default(cuid())
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jobId String @unique
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userId String
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runtimeInstanceId String @db.VarChar(100)
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status String @db.VarChar(32)
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attemptNo Int @default(0)
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resultIdempotencyKey String? @db.VarChar(255)
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outputHash String? @db.VarChar(255)
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rawOutput Json?
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validatedOutput Json?
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schemaVersion String @db.VarChar(100)
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validationErrors Json?
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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user User @relation(fields: [userId], references: [id])
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job AiRuntimeJob @relation(fields: [jobId], references: [id])
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@@index([userId])
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@@index([jobId])
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@@index([resultIdempotencyKey])
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}
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// ── API-AI-008: LearningAnalysisSnapshot ──
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model LearningAnalysisSnapshot {
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id String @id @default(cuid())
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userId String
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scopeType String @db.VarChar(32)
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scopeId String @db.VarChar(255)
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snapshotVersion String @db.VarChar(100)
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sourceDataVersion String? @db.VarChar(100)
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privacyScope Json?
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userProfile Json?
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aiSettings Json?
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deviceContext Json?
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learningBehaviorSummary Json?
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materialProgressSummary Json?
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contentStructureSummary Json?
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behaviorSignals Json?
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scoreSignals Json?
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constraints Json?
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allowedModelFields Json?
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expiresAt DateTime?
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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@@index([userId])
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@@index([scopeType, scopeId])
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}
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// ── API-AI-009: ModelInvocationLog ──
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model ModelInvocationLog {
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id String @id @default(cuid())
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userId String
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jobId String
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provider String @db.VarChar(32)
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model String @db.VarChar(64)
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apiKeyMode String @db.VarChar(32)
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credentialId String? @db.VarChar(255)
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promptName String @db.VarChar(100)
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promptVersion String @db.VarChar(100)
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outputSchemaVersion String @db.VarChar(100)
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inputTokens Int @default(0)
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outputTokens Int @default(0)
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totalTokens Int @default(0)
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latencyMs Int @default(0)
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costEstimate Int?
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success Boolean @default(false)
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errorCode String? @db.VarChar(100)
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errorMessage String? @db.Text
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retryCount Int @default(0)
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runtimeInstanceId String @db.VarChar(100)
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traceId String? @db.VarChar(255)
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correlationId String? @db.VarChar(255)
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createdAt DateTime @default(now())
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@@index([userId])
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@@index([jobId])
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@@index([provider, model])
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@@index([createdAt])
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}
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// ── P0 增补: UserAiUsageDaily (API-AI-070) ──
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model UserAiUsageDaily {
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id String @id @default(cuid())
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userId String
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localDate DateTime
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apiKeyMode String @db.VarChar(32)
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jobCount Int @default(0)
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inputTokens Int @default(0)
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outputTokens Int @default(0)
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totalTokens Int @default(0)
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costEstimate Int @default(0)
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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@@unique([userId, localDate, apiKeyMode])
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@@index([userId])
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}
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// ── P0 增补: PlatformAiBudgetDaily (API-AI-071) ──
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model PlatformAiBudgetDaily {
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id String @id @default(cuid())
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localDate DateTime
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provider String @db.VarChar(32)
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model String @db.VarChar(64)
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inputTokens Int @default(0)
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outputTokens Int @default(0)
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totalTokens Int @default(0)
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costEstimate Int @default(0)
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jobCount Int @default(0)
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failedCount Int @default(0)
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circuitBreakerStatus String @default("closed") @db.VarChar(32)
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circuitBreakerReason String? @db.VarChar(255)
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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@@unique([localDate, provider, model])
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}
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// ── P0 增补: RuntimeInstance (API-AI-075) ──
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model RuntimeInstance {
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id String @id @default(cuid())
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runtimeInstanceId String @unique @db.VarChar(100)
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runtimeVersion String? @db.VarChar(50)
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status String @default("active") @db.VarChar(32)
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lastHeartbeatAt DateTime?
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capabilities Json?
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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}
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// ── P1 预留: AiLearningAnalysis ──
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model AiLearningAnalysis {
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id String @id @default(cuid())
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userId String
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jobId String
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snapshotId String?
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targetType String @db.VarChar(32)
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targetId String @db.VarChar(255)
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learningState String? @db.VarChar(32)
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summary String? @db.Text
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riskLevel String? @db.VarChar(32)
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confidence Float?
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evidence Json?
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nextActionIds Json?
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promptVersion String? @db.VarChar(100)
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schemaVersion String? @db.VarChar(100)
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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@@index([userId])
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@@index([jobId])
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}
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// ── P1 预留: WeakPointCandidate ──
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model WeakPointCandidate {
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id String @id @default(cuid())
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userId String
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jobId String
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snapshotId String?
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targetType String @db.VarChar(32)
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targetId String @db.VarChar(255)
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knowledgePointId String? @db.VarChar(255)
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title String @db.VarChar(255)
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reason String? @db.Text
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confidence Float?
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evidence Json?
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status String @default("active") @db.VarChar(32)
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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@@index([userId])
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@@index([jobId])
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}
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// ── P1 预留: NextActionRecommendation ──
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model NextActionRecommendation {
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id String @id @default(cuid())
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userId String
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jobId String
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snapshotId String?
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actionType String @db.VarChar(32)
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targetType String? @db.VarChar(32)
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targetId String? @db.VarChar(255)
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title String @db.VarChar(255)
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reason String? @db.Text
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priority Int @default(0)
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estimatedMinutes Int?
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deviceSuitability String? @db.VarChar(32)
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status String @default("active") @db.VarChar(32)
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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@@index([userId])
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@@index([jobId])
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}
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// ── P1 预留: QuestionGenerationPlan ──
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model QuestionGenerationPlan {
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id String @id @default(cuid())
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userId String
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jobId String
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snapshotId String?
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targetType String? @db.VarChar(32)
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targetId String? @db.VarChar(255)
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knowledgePointIds Json?
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questionTypes Json?
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difficultyLevel String? @db.VarChar(32)
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count Int @default(5)
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reason String? @db.Text
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status String @default("pending") @db.VarChar(32)
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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@@index([userId])
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}
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// ── P1 预留: FlashcardGenerationPlan ──
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model FlashcardGenerationPlan {
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id String @id @default(cuid())
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userId String
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jobId String
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snapshotId String?
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targetType String? @db.VarChar(32)
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targetId String? @db.VarChar(255)
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knowledgePointIds Json?
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count Int @default(5)
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difficultyLevel String? @db.VarChar(32)
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reason String? @db.Text
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status String @default("pending") @db.VarChar(32)
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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@@index([userId])
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}
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// ── P1 预留: Flashcard ──
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model Flashcard {
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id String @id @default(cuid())
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userId String
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sourceType String? @db.VarChar(32)
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sourceId String? @db.VarChar(255)
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knowledgePointId String? @db.VarChar(255)
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front String @db.Text
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back String @db.Text
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hint String? @db.Text
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difficultyLevel String? @db.VarChar(32)
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sourceBlockIds Json?
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generatedByJobId String? @db.VarChar(255)
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promptVersion String? @db.VarChar(100)
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schemaVersion String? @db.VarChar(100)
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status String @default("draft") @db.VarChar(32)
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createdAt DateTime @default(now())
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updatedAt DateTime @updatedAt
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deletedAt DateTime?
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@@index([userId])
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}
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// ── P1 预留: AiArtifactFeedback ──
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model AiArtifactFeedback {
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id String @id @default(cuid())
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userId String
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artifactType String @db.VarChar(32)
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artifactId String @db.VarChar(255)
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feedbackType String @db.VarChar(32)
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reason String? @db.Text
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createdAt DateTime @default(now())
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@@index([userId])
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@@index([artifactType])
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}
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