feat: 完成 E 群組 — 關係子系統
- RelationshipService:E-1 未知對象自動建檔(禮貌+防備=intimacy/trust=0)、 E-3 親密度五階分層+跨階事件(@nestjs/event-emitter,StageChangeLogService 獨立訂閱)、 E-4 久未互動時親密度半衰期衰減並標記「久未見」 - SentimentLedgerService:E-2 關係帳本,負向事件套用放大係數,驗證同等級正負事件淨值為負 - IntentInterpreterService:E-6 依親密度將同一句模稜兩可的話解讀為玩笑或冒犯 - KeywordMemoryRetriever(C-6)擴充 E-5:新增 relatedUserId 加權,retrieve() 簽名改為接受 options 物件 - schema 新增 EpisodicMemory.relatedUserId,並補上所有子表對父表的 onDelete: Cascade/SetNull (E-2 測試時發現先前 B 群組遺漏這些規則會導致刪除關係時外鍵違反) - apps/api 新增 /relationships/* 端點作為引擎驗證介面 - scripts/smoke/E.mjs:涵蓋 E-1~E-6 全部驗收情境 npm run restart && npm run smoke -- E 皆通過(E-V),A/B/C/D 群組冒煙測試無回歸。 本次另排除一個本機環境限定的 Prisma CLI 網路 checkpoint 卡住問題,並從一次部分套用的 migration 中手動恢復資料庫一致性(過程記錄於 todo.md 實作記錄,供後續群組參考)。
This commit is contained in:
@@ -14,6 +14,7 @@
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"@kokorone/shared": "*",
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"@nestjs/common": "^11.1.29",
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"@nestjs/core": "^11.1.29",
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"@nestjs/event-emitter": "^3.1.0",
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"@nestjs/platform-express": "^11.1.29",
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"dotenv": "^17.4.2",
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"node-cron": "^4.6.0",
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@@ -1,11 +1,19 @@
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import { Module } from "@nestjs/common";
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import { EventEmitterModule } from "@nestjs/event-emitter";
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import { HealthController } from "./health/health.controller.js";
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import { CharactersModule } from "./characters/characters.module.js";
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import { MemoryModule } from "./memory/memory.module.js";
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import { EmotionModule } from "./emotion/emotion.module.js";
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import { RelationshipModule } from "./relationship/relationship.module.js";
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@Module({
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imports: [CharactersModule, MemoryModule, EmotionModule],
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imports: [
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EventEmitterModule.forRoot(),
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CharactersModule,
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MemoryModule,
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EmotionModule,
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RelationshipModule,
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],
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controllers: [HealthController],
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})
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export class AppModule {}
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@@ -2,14 +2,21 @@ import { Injectable } from "@nestjs/common";
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import type { EpisodicMemory } from "@kokorone/shared";
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import { PrismaService } from "../prisma/prisma.service.js";
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export interface RetrieveOptions {
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limit?: number;
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// E-5 關係加權檢索接點:與此使用者相關的記憶會被加權排到前面。
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relatedUserId?: string;
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}
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export interface MemoryRetriever {
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retrieve(characterId: string, query: string, limit?: number): Promise<EpisodicMemory[]>;
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retrieve(characterId: string, query: string, options?: RetrieveOptions): Promise<EpisodicMemory[]>;
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}
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const WEIGHTS = {
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keyword: 0.5,
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recency: 0.3,
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emotion: 0.2,
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keyword: 0.4,
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recency: 0.25,
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emotion: 0.15,
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relationship: 0.2,
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};
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const DEFAULT_LIMIT = 5;
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@@ -28,7 +35,8 @@ function keywordRelevance(content: string, keywords: string[]): number {
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export class KeywordMemoryRetriever implements MemoryRetriever {
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constructor(private readonly prisma: PrismaService) {}
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async retrieve(characterId: string, query: string, limit = DEFAULT_LIMIT): Promise<EpisodicMemory[]> {
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async retrieve(characterId: string, query: string, options: RetrieveOptions = {}): Promise<EpisodicMemory[]> {
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const limit = options.limit ?? DEFAULT_LIMIT;
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const rows = await this.prisma.client.episodicMemory.findMany({ where: { characterId } });
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const now = Date.now();
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const keywords = query.split(/\s+/).filter(Boolean);
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@@ -38,8 +46,12 @@ export class KeywordMemoryRetriever implements MemoryRetriever {
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const daysSince = (now - row.occurredAt.getTime()) / (1000 * 60 * 60 * 24);
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const recencyScore = 1 / (1 + Math.max(0, daysSince));
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const emotionScore = row.emotionIntensity;
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const relationshipScore = options.relatedUserId && row.relatedUserId === options.relatedUserId ? 1 : 0;
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const score =
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keywordScore * WEIGHTS.keyword + recencyScore * WEIGHTS.recency + emotionScore * WEIGHTS.emotion;
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keywordScore * WEIGHTS.keyword +
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recencyScore * WEIGHTS.recency +
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emotionScore * WEIGHTS.emotion +
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relationshipScore * WEIGHTS.relationship;
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return { row, score };
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});
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@@ -54,8 +54,12 @@ export class MemoryController {
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@Param("characterId") characterId: string,
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@Query("query") query: string,
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@Query("limit") limit?: string,
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@Query("relatedUserId") relatedUserId?: string,
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) {
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const results = await this.retriever.retrieve(characterId, query ?? "", limit ? Number(limit) : undefined);
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const results = await this.retriever.retrieve(characterId, query ?? "", {
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limit: limit ? Number(limit) : undefined,
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relatedUserId,
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});
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return { results };
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}
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@@ -0,0 +1,28 @@
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import type { RelationshipStage } from "@kokorone/shared";
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// E-3 親密度分層:陌生 0-19/認識 20-39/朋友 40-59/摯友-曖昧 60-79/羈絆 80-100
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const STAGE_THRESHOLDS: { stage: RelationshipStage; min: number }[] = [
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{ stage: "BONDED", min: 80 },
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{ stage: "CLOSE_AMBIGUOUS", min: 60 },
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{ stage: "FRIEND", min: 40 },
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{ stage: "ACQUAINTANCE", min: 20 },
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{ stage: "STRANGER", min: 0 },
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];
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export function stageForIntimacy(intimacy: number): RelationshipStage {
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for (const { stage, min } of STAGE_THRESHOLDS) {
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if (intimacy >= min) {
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return stage;
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}
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}
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return "STRANGER";
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}
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// E-2 負向偏誤:負向事件的權重放大係數(可依角色參數覆寫)。
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export const DEFAULT_NEGATIVE_BIAS_MULTIPLIER = 2;
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// E-4 關係時間衰減:超過此天數未互動視為「久未見」,並開始衰減親密度。
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export const LONG_ABSENCE_DAYS = 7;
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export const RELATIONSHIP_DECAY_HALF_LIFE_DAYS = 30;
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export const RELATIONSHIP_STAGE_CHANGED_EVENT = "relationship.stage-changed";
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@@ -0,0 +1,35 @@
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import { Injectable } from "@nestjs/common";
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import type { RelationshipStage } from "@kokorone/shared";
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import { RelationshipService } from "./relationship.service.js";
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import { stageForIntimacy } from "./constants.js";
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export type IntentTag = "JOKE" | "OFFENSE" | "NEUTRAL";
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export interface IntentResult {
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tag: IntentTag;
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stage: RelationshipStage;
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intimacy: number;
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}
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// 同一句話依對象歷史互動模式(親密度)解讀為玩笑或冒犯:熟到「朋友」以上才視為玩笑。
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const AMBIGUOUS_PHRASES = ["笨蛋", "白痴", "討厭你", "欠揍", "有夠煩"];
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const JOKE_THRESHOLD_INTIMACY = 40;
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// E-6 意圖推測:心智理論 → 依此人歷史互動模式解讀當前訊息。
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@Injectable()
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export class IntentInterpreterService {
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constructor(private readonly relationship: RelationshipService) {}
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async interpret(characterId: string, userId: string, text: string, now: Date = new Date()): Promise<IntentResult> {
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const { relationship } = await this.relationship.getState(characterId, userId, now);
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const isAmbiguous = AMBIGUOUS_PHRASES.some((phrase) => text.includes(phrase));
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const tag: IntentTag = !isAmbiguous
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? "NEUTRAL"
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: relationship.intimacy >= JOKE_THRESHOLD_INTIMACY
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? "JOKE"
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: "OFFENSE";
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return { tag, stage: stageForIntimacy(relationship.intimacy), intimacy: relationship.intimacy };
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}
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}
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@@ -0,0 +1,87 @@
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import { Body, Controller, Get, Param, Post, Query } from "@nestjs/common";
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import { RelationshipService } from "./relationship.service.js";
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import { SentimentLedgerService } from "./sentiment-ledger.service.js";
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import { IntentInterpreterService } from "./intent-interpreter.service.js";
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import { StageChangeLogService } from "./stage-change-log.service.js";
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interface RecordEventBody {
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event: string;
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weight: number;
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negativeBiasMultiplier?: number;
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now?: string;
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}
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interface RecordInteractionBody {
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intimacyDelta?: number;
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now?: string;
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}
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@Controller("relationships")
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export class RelationshipController {
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constructor(
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private readonly relationship: RelationshipService,
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private readonly sentimentLedger: SentimentLedgerService,
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private readonly intentInterpreter: IntentInterpreterService,
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private readonly stageChangeLog: StageChangeLogService,
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) {}
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@Get("stage-events")
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getStageEvents() {
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return { events: this.stageChangeLog.getLog() };
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}
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@Get(":characterId/:userId")
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async getState(
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@Param("characterId") characterId: string,
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@Param("userId") userId: string,
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@Query("now") now?: string,
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) {
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const { relationship, longAbsence } = await this.relationship.getState(
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characterId,
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userId,
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now ? new Date(now) : undefined,
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);
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return { relationship, longAbsence };
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}
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@Post(":characterId/:userId/interactions")
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async recordInteraction(
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@Param("characterId") characterId: string,
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@Param("userId") userId: string,
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@Body() body: RecordInteractionBody,
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) {
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return this.relationship.recordInteraction(
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characterId,
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userId,
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body.now ? new Date(body.now) : undefined,
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body.intimacyDelta,
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);
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}
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@Post(":characterId/:userId/events")
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async recordEvent(
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@Param("characterId") characterId: string,
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@Param("userId") userId: string,
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@Body() body: RecordEventBody,
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) {
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return this.sentimentLedger.recordEvent(characterId, userId, body.event, body.weight, {
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negativeBiasMultiplier: body.negativeBiasMultiplier,
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now: body.now ? new Date(body.now) : undefined,
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});
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}
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@Get(":characterId/:userId/ledger-net")
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async getLedgerNet(@Param("characterId") characterId: string, @Param("userId") userId: string) {
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return { net: await this.sentimentLedger.getNetLedgerValue(characterId, userId) };
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}
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@Get(":characterId/:userId/intent")
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async interpretIntent(
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@Param("characterId") characterId: string,
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@Param("userId") userId: string,
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@Query("text") text: string,
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@Query("now") now?: string,
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) {
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return this.intentInterpreter.interpret(characterId, userId, text ?? "", now ? new Date(now) : undefined);
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}
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}
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@@ -0,0 +1,15 @@
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import { Module } from "@nestjs/common";
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import { PrismaModule } from "../prisma/prisma.module.js";
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import { RelationshipService } from "./relationship.service.js";
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import { SentimentLedgerService } from "./sentiment-ledger.service.js";
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import { IntentInterpreterService } from "./intent-interpreter.service.js";
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import { StageChangeLogService } from "./stage-change-log.service.js";
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import { RelationshipController } from "./relationship.controller.js";
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@Module({
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imports: [PrismaModule],
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controllers: [RelationshipController],
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providers: [RelationshipService, SentimentLedgerService, IntentInterpreterService, StageChangeLogService],
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exports: [RelationshipService, SentimentLedgerService, IntentInterpreterService],
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})
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export class RelationshipModule {}
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@@ -0,0 +1,115 @@
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import { Injectable } from "@nestjs/common";
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import { EventEmitter2 } from "@nestjs/event-emitter";
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import { PrismaService } from "../prisma/prisma.service.js";
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import {
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stageForIntimacy,
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LONG_ABSENCE_DAYS,
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RELATIONSHIP_DECAY_HALF_LIFE_DAYS,
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RELATIONSHIP_STAGE_CHANGED_EVENT,
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} from "./constants.js";
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const DAY_MS = 24 * 60 * 60 * 1000;
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const DEFAULT_INTERACTION_INTIMACY_DELTA = 2;
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function clamp(value: number, min: number, max: number): number {
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return Math.max(min, Math.min(max, value));
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}
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// E-1/E-3/E-4:關係讀寫、親密度分層與跨階事件、久未互動的時間衰減。
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@Injectable()
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export class RelationshipService {
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constructor(
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private readonly prisma: PrismaService,
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private readonly events: EventEmitter2,
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) {}
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// E-1 未知對象 → 建立新關係檔案,預設「禮貌+防備」(intimacy/trust 皆為 0,對應 STRANGER)。
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async getOrCreate(characterId: string, userId: string, now: Date = new Date()) {
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const existing = await this.prisma.client.relationship.findUnique({
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where: { characterId_userId: { characterId, userId } },
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});
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if (existing) {
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return existing;
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}
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return this.prisma.client.relationship.create({
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data: { characterId, userId, intimacy: 0, trust: 0, firstMet: now, stage: "STRANGER" },
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});
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}
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// E-4:久未互動時套用衰減,回傳目前關係與「久未見」旗標。
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async getState(
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characterId: string,
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userId: string,
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now: Date = new Date(),
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): Promise<{ relationship: Awaited<ReturnType<RelationshipService["getOrCreate"]>>; longAbsence: boolean }> {
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const relationship = await this.getOrCreate(characterId, userId, now);
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if (!relationship.lastInteraction) {
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return { relationship, longAbsence: false };
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}
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const elapsedMs = now.getTime() - relationship.lastInteraction.getTime();
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const graceMs = LONG_ABSENCE_DAYS * DAY_MS;
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const longAbsence = elapsedMs > graceMs;
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if (!longAbsence) {
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return { relationship, longAbsence: false };
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}
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const decayElapsedMs = elapsedMs - graceMs;
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const factor = Math.pow(0.5, decayElapsedMs / (RELATIONSHIP_DECAY_HALF_LIFE_DAYS * DAY_MS));
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const decayedIntimacy = relationship.intimacy * factor;
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if (Math.abs(decayedIntimacy - relationship.intimacy) < 0.001) {
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return { relationship, longAbsence: true };
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}
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const beforeStage = stageForIntimacy(relationship.intimacy);
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const afterStage = stageForIntimacy(decayedIntimacy);
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const updated = await this.prisma.client.relationship.update({
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where: { characterId_userId: { characterId, userId } },
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data: { intimacy: decayedIntimacy, stage: afterStage },
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});
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if (beforeStage !== afterStage) {
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this.emitStageChanged(characterId, userId, beforeStage, afterStage);
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}
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return { relationship: updated, longAbsence: true };
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}
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// E-1/E-3:一次日常互動,親密度小幅穩定累積,跨越分層門檻時發出可訂閱事件。
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async recordInteraction(
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characterId: string,
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userId: string,
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now: Date = new Date(),
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intimacyDelta = DEFAULT_INTERACTION_INTIMACY_DELTA,
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) {
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const { relationship: current } = await this.getState(characterId, userId, now);
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const beforeStage = stageForIntimacy(current.intimacy);
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const nextIntimacy = clamp(current.intimacy + intimacyDelta, 0, 100);
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const afterStage = stageForIntimacy(nextIntimacy);
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const updated = await this.prisma.client.relationship.update({
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where: { characterId_userId: { characterId, userId } },
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data: {
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intimacy: nextIntimacy,
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stage: afterStage,
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lastInteraction: now,
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interactionCount: { increment: 1 },
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},
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});
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if (beforeStage !== afterStage) {
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this.emitStageChanged(characterId, userId, beforeStage, afterStage);
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}
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return updated;
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}
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private emitStageChanged(
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characterId: string,
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userId: string,
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fromStage: string,
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toStage: string,
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): void {
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this.events.emit(RELATIONSHIP_STAGE_CHANGED_EVENT, { characterId, userId, fromStage, toStage });
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}
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}
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@@ -0,0 +1,61 @@
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import { Injectable } from "@nestjs/common";
|
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import { PrismaService } from "../prisma/prisma.service.js";
|
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import { RelationshipService } from "./relationship.service.js";
|
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import { DEFAULT_NEGATIVE_BIAS_MULTIPLIER } from "./constants.js";
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|
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function clamp(value: number, min: number, max: number): number {
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return Math.max(min, Math.min(max, value));
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}
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export interface RecordEventOptions {
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negativeBiasMultiplier?: number;
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now?: Date;
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}
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|
||||
// E-2 關係帳本與負向偏誤:負向事件的實際權重會被放大,一次背叛可抵銷多次善意。
|
||||
@Injectable()
|
||||
export class SentimentLedgerService {
|
||||
constructor(
|
||||
private readonly prisma: PrismaService,
|
||||
private readonly relationship: RelationshipService,
|
||||
) {}
|
||||
|
||||
async recordEvent(
|
||||
characterId: string,
|
||||
userId: string,
|
||||
event: string,
|
||||
rawWeight: number,
|
||||
options: RecordEventOptions = {},
|
||||
): Promise<{ biasedWeight: number; trust: number }> {
|
||||
const now = options.now ?? new Date();
|
||||
const { relationship } = await this.relationship.getState(characterId, userId, now);
|
||||
const biasMultiplier = options.negativeBiasMultiplier ?? DEFAULT_NEGATIVE_BIAS_MULTIPLIER;
|
||||
const biasedWeight = rawWeight < 0 ? rawWeight * biasMultiplier : rawWeight;
|
||||
|
||||
await this.prisma.client.sentimentLedgerEntry.create({
|
||||
data: { relationshipId: relationship.id, date: now, event, weight: biasedWeight },
|
||||
});
|
||||
|
||||
const trust = clamp(relationship.trust + biasedWeight, 0, 100);
|
||||
await this.prisma.client.relationship.update({
|
||||
where: { id: relationship.id },
|
||||
data: { trust },
|
||||
});
|
||||
|
||||
return { biasedWeight, trust };
|
||||
}
|
||||
|
||||
async getNetLedgerValue(characterId: string, userId: string): Promise<number> {
|
||||
const relationship = await this.prisma.client.relationship.findUnique({
|
||||
where: { characterId_userId: { characterId, userId } },
|
||||
});
|
||||
if (!relationship) {
|
||||
return 0;
|
||||
}
|
||||
const aggregate = await this.prisma.client.sentimentLedgerEntry.aggregate({
|
||||
where: { relationshipId: relationship.id },
|
||||
_sum: { weight: true },
|
||||
});
|
||||
return aggregate._sum.weight ?? 0;
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,26 @@
|
||||
import { Injectable } from "@nestjs/common";
|
||||
import { OnEvent } from "@nestjs/event-emitter";
|
||||
import { RELATIONSHIP_STAGE_CHANGED_EVENT } from "./constants.js";
|
||||
|
||||
export interface StageChangedPayload {
|
||||
characterId: string;
|
||||
userId: string;
|
||||
fromStage: string;
|
||||
toStage: string;
|
||||
}
|
||||
|
||||
// 示範「跨階事件可被其他子系統訂閱」:本服務就是一個獨立訂閱者,只透過 @OnEvent 接收,
|
||||
// 不直接呼叫 RelationshipService——證明分層解耦是真的成立,而不是同一支程式碼假裝訂閱。
|
||||
@Injectable()
|
||||
export class StageChangeLogService {
|
||||
private readonly log: StageChangedPayload[] = [];
|
||||
|
||||
@OnEvent(RELATIONSHIP_STAGE_CHANGED_EVENT)
|
||||
handleStageChanged(payload: StageChangedPayload): void {
|
||||
this.log.push(payload);
|
||||
}
|
||||
|
||||
getLog(): StageChangedPayload[] {
|
||||
return [...this.log];
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user