cr

src/services/ai.service.ts

@@ -1,7 +1,7 @@
-import { Injectable, Logger } from '@nestjs/common';
-import { HttpService } from '@nestjs/axios';
-import { ConfigService } from '@nestjs/config';
-import { firstValueFrom } from 'rxjs';
+import { Injectable, Logger } from "@nestjs/common";
+import { HttpService } from "@nestjs/axios";
+import { ConfigService } from "@nestjs/config";
+import { firstValueFrom } from "rxjs";
 
 export interface AIPredictionResult {
   matchId: string;
@@ -46,7 +46,7 @@ export class AiService {
     private readonly configService: ConfigService,
   ) {
     this.pythonEngineUrl =
-      this.configService.get('AI_ENGINE_URL') || 'http://127.0.0.1:8000';
+      this.configService.get("AI_ENGINE_URL") || "http://127.0.0.1:8000";
   }
 
   /**
@@ -61,9 +61,9 @@ export class AiService {
     _eventData: any[],
   ): Promise<AIPredictionResult | null> {
     try {
-      const matchId = String(matchDetails?.matchId || '').trim();
+      const matchId = String(matchDetails?.matchId || "").trim();
       if (!matchId) {
-        this.logger.warn('Skipping AI call: missing matchId');
+        this.logger.warn("Skipping AI call: missing matchId");
         return null;
       }
 
@@ -102,18 +102,18 @@ export class AiService {
       .map((p: any) => `${p.market}: ${p.pick}`);
 
     const mappedPredictions = picks.map((p: any) => ({
-      betType: String(p.market || ''),
-      prediction: String(p.pick || ''),
+      betType: String(p.market || ""),
+      prediction: String(p.pick || ""),
       confidence: Number(p.calibrated_confidence ?? p.confidence ?? 0),
       probabilities: {},
       reasoning: Array.isArray(p.reasons)
-        ? p.reasons.join(' | ')
+        ? p.reasons.join(" | ")
         : Array.isArray(p.decision_reasons)
-          ? p.decision_reasons.join(' | ')
-          : '',
-      odd: typeof p.odds === 'number' ? p.odds : undefined,
+          ? p.decision_reasons.join(" | ")
+          : "",
+      odd: typeof p.odds === "number" ? p.odds : undefined,
       valueBet:
-        typeof p.edge === 'number'
+        typeof p.edge === "number"
           ? {
               isValue: p.edge > 0,
               edge: p.edge,
@@ -138,8 +138,8 @@ export class AiService {
           : recommendedBets,
       homeAnalysis: undefined,
       awayAnalysis: undefined,
-      expertComment: data.ai_commentary || data.expert_comment || '',
-      modelVersion: data.model_version || 'v25.main',
+      expertComment: data.ai_commentary || data.expert_comment || "",
+      modelVersion: data.model_version || "v25.main",
       confidenceScore:
         confidenceScore > 1 ? confidenceScore : confidenceScore * 100,
       expectedGoals: data?.score_prediction?.xg_total,
@@ -161,10 +161,10 @@ export class AiService {
       prediction: p.pick,
       confidence: p.calibrated_confidence ?? p.confidence ?? 0,
       probabilities: {},
-      reasoning: Array.isArray(p.reasons) ? p.reasons.join(' | ') : '',
+      reasoning: Array.isArray(p.reasons) ? p.reasons.join(" | ") : "",
       odd: p.odds || 0,
       valueBet: {
-        is_value: typeof p.edge === 'number' ? p.edge > 0 : false,
+        is_value: typeof p.edge === "number" ? p.edge > 0 : false,
         edge: p.edge || 0,
       },
     }));
@@ -176,21 +176,21 @@ export class AiService {
       valueBets: allPredictions.filter((p: any) => p.valueBet?.is_value),
       homeAnalysis: null,
       awayAnalysis: null,
-      expertComment: pyData.ai_commentary || '',
-      winnerPrediction: firstPick?.prediction || 'N/A',
-      scorePrediction: pyData.score_prediction?.ft || '-',
+      expertComment: pyData.ai_commentary || "",
+      winnerPrediction: firstPick?.prediction || "N/A",
+      scorePrediction: pyData.score_prediction?.ft || "-",
       confidenceScore:
-        typeof firstPick?.confidence === 'number' ? firstPick.confidence : 0,
-      modelVersion: pyData.model_version || 'v25.main',
+        typeof firstPick?.confidence === "number" ? firstPick.confidence : 0,
+      modelVersion: pyData.model_version || "v25.main",
       expectedGoals: pyData.score_prediction?.xg_total || 0,
       keyInsights: [
-        `Model: ${pyData.model_version || 'v25.main'}`,
-        `Risk: ${pyData.risk?.level || 'N/A'} (${pyData.risk?.score ?? 0})`,
-        `Data Quality: ${pyData.data_quality?.label || 'N/A'}`,
+        `Model: ${pyData.model_version || "v25.main"}`,
+        `Risk: ${pyData.risk?.level || "N/A"} (${pyData.risk?.score ?? 0})`,
+        `Data Quality: ${pyData.data_quality?.label || "N/A"}`,
         `xG Beklentisi: ${
-          typeof pyData.score_prediction?.xg_total === 'number'
+          typeof pyData.score_prediction?.xg_total === "number"
             ? pyData.score_prediction.xg_total.toFixed(2)
-            : 'N/A'
+            : "N/A"
         }`,
       ],
     };
@@ -206,33 +206,33 @@ export class AiService {
     // MS 1 oranını bul
     const ms1 = odds.find(
       (o: any) =>
-        o.category?.toLowerCase().includes('maç sonucu') && o.selection === '1',
+        o.category?.toLowerCase().includes("maç sonucu") && o.selection === "1",
     );
 
     // KG Var oranını bul
     const kgVar = odds.find(
       (o: any) =>
-        o.category?.toLowerCase().includes('karşılıklı gol') &&
-        o.selection?.toLowerCase() === 'var',
+        o.category?.toLowerCase().includes("karşılıklı gol") &&
+        o.selection?.toLowerCase() === "var",
     );
 
     // Alt 2.5 oranını bul
     const alt25 = odds.find(
       (o: any) =>
-        o.category?.toLowerCase().includes('alt/üst') &&
-        o.selection?.toLowerCase() === 'alt',
+        o.category?.toLowerCase().includes("alt/üst") &&
+        o.selection?.toLowerCase() === "alt",
     );
 
     // Tactic 1: Benzer MS oranları
     if (ms1?.odd_value) {
       tactics.push({
-        tacticName: 'Benzer Maç Sonucu Oranları',
+        tacticName: "Benzer Maç Sonucu Oranları",
         description:
-          'Ev sahibi galibiyeti için benzer oran aralığındaki maçlar',
+          "Ev sahibi galibiyeti için benzer oran aralığındaki maçlar",
         odds: [
           {
-            categoryName: 'Maç Sonucu',
-            selectionName: '1',
+            categoryName: "Maç Sonucu",
+            selectionName: "1",
             value: parseFloat(ms1.odd_value),
             tolerance: 0.3,
           },
@@ -243,18 +243,18 @@ export class AiService {
     // Tactic 2: Benzer KG + AU oranları
     if (kgVar?.odd_value && alt25?.odd_value) {
       tactics.push({
-        tacticName: 'Benzer Gol Beklentisi',
-        description: 'Karşılıklı gol ve toplam gol benzerliği',
+        tacticName: "Benzer Gol Beklentisi",
+        description: "Karşılıklı gol ve toplam gol benzerliği",
         odds: [
           {
-            categoryName: 'Karşılıklı Gol',
-            selectionName: 'Var',
+            categoryName: "Karşılıklı Gol",
+            selectionName: "Var",
             value: parseFloat(kgVar.odd_value),
             tolerance: 0.4,
           },
           {
-            categoryName: '2,5 Alt/Üst',
-            selectionName: 'Alt',
+            categoryName: "2,5 Alt/Üst",
+            selectionName: "Alt",
             value: parseFloat(alt25.odd_value),
             tolerance: 0.3,
           },
@@ -265,12 +265,12 @@ export class AiService {
     // Tactic 3: Favori analizi
     if (ms1?.odd_value && parseFloat(ms1.odd_value) < 1.8) {
       tactics.push({
-        tacticName: 'Favori Takım Analizi',
-        description: 'Benzer şekilde favori olan ev sahibi takımların maçları',
+        tacticName: "Favori Takım Analizi",
+        description: "Benzer şekilde favori olan ev sahibi takımların maçları",
         odds: [
           {
-            categoryName: 'Maç Sonucu',
-            selectionName: '1',
+            categoryName: "Maç Sonucu",
+            selectionName: "1",
             value: parseFloat(ms1.odd_value),
             tolerance: 0.2,
           },
@@ -291,7 +291,7 @@ export class AiService {
           timeout: 5000,
         }),
       );
-      return response.data?.status === 'healthy';
+      return response.data?.status === "healthy";
     } catch {
       return false;
     }
@@ -307,11 +307,11 @@ export class AiService {
       valueBets: [],
       homeAnalysis: null,
       awayAnalysis: null,
-      expertComment: 'Analiz verisi alınamadı (Python Servis Hatası).',
-      winnerPrediction: 'N/A',
-      scorePrediction: '-',
+      expertComment: "Analiz verisi alınamadı (Python Servis Hatası).",
+      winnerPrediction: "N/A",
+      scorePrediction: "-",
       confidenceScore: 0,
-      modelVersion: 'v25.main',
+      modelVersion: "v25.main",
       expectedGoals: 0,
       keyInsights: [],
     };

src/services/match-analysis.service.ts

@@ -1,7 +1,7 @@
-import { Injectable, Logger, BadRequestException } from '@nestjs/common';
-import { PrismaService } from '../database/prisma.service';
-import { ScraperService, ScrapedData } from './scraper.service';
-import { AiService, AIPredictionResult } from './ai.service';
+import { Injectable, Logger, BadRequestException } from "@nestjs/common";
+import { PrismaService } from "../database/prisma.service";
+import { ScraperService, ScrapedData } from "./scraper.service";
+import { AiService, AIPredictionResult } from "./ai.service";
 
 export interface AnalysisResult {
   aiAnalysis: AIPredictionResult;
@@ -29,7 +29,7 @@ export class MatchAnalysisService {
     // Phase 1: Parse URL
     const { matchId, matchSlug, sport } = this.parseUrl(url);
     if (!matchId) {
-      throw new BadRequestException('Invalid match URL');
+      throw new BadRequestException("Invalid match URL");
     }
 
     // Phase 2: Scrape data with retry
@@ -56,14 +56,14 @@ export class MatchAnalysisService {
         }
         if (attempt === retryDelays.length) {
           throw new BadRequestException(
-            'Maç bilgileri çekilemedi. Lütfen sonra tekrar deneyiniz.',
+            "Maç bilgileri çekilemedi. Lütfen sonra tekrar deneyiniz.",
           );
         }
         throw error;
       }
     }
 
-    this.logger.log('Phase 1 Complete: Data Scraped');
+    this.logger.log("Phase 1 Complete: Data Scraped");
 
     // Phase 3: Call Python AI Engine
     let pythonAnalysis: AIPredictionResult | null = null;
@@ -81,7 +81,7 @@ export class MatchAnalysisService {
       this.logger.warn(`Python Engine error: ${err.message}`);
     }
 
-    this.logger.log('Phase 2 Complete: Python Engine Consulted');
+    this.logger.log("Phase 2 Complete: Python Engine Consulted");
 
     // Phase 4: Generate strategy
     const matchDNA = await this.aggregateDataForAI(
@@ -121,7 +121,7 @@ export class MatchAnalysisService {
 
     const aiAnalysis = await this.aiService.getPredictionForMatch(aiPayload);
 
-    this.logger.log('Phase 5 Complete: Analysis Generated');
+    this.logger.log("Phase 5 Complete: Analysis Generated");
 
     // Phase 7: Save to DB if user provided
     if (userId) {
@@ -146,18 +146,18 @@ export class MatchAnalysisService {
   private parseUrl(url: string): {
     matchId: string;
     matchSlug: string;
-    sport: 'football' | 'basketball';
+    sport: "football" | "basketball";
   } {
     try {
       const urlObj = new URL(url);
-      const pathParts = urlObj.pathname.split('/').filter((p) => p.length > 0);
-      let sport: 'football' | 'basketball' = 'football';
-      if (pathParts.includes('basketbol')) sport = 'basketball';
+      const pathParts = urlObj.pathname.split("/").filter((p) => p.length > 0);
+      let sport: "football" | "basketball" = "football";
+      if (pathParts.includes("basketbol")) sport = "basketball";
       const lastPart = pathParts[pathParts.length - 1];
       const slugPart = pathParts[pathParts.length - 2];
       return { matchId: lastPart, matchSlug: slugPart, sport };
     } catch {
-      return { matchId: '', matchSlug: '', sport: 'football' };
+      return { matchId: "", matchSlug: "", sport: "football" };
     }
   }
 
@@ -205,9 +205,9 @@ export class MatchAnalysisService {
             { homeTeamId, awayTeamId },
             { homeTeamId: awayTeamId, awayTeamId: homeTeamId },
           ],
-          state: 'Finished',
+          state: "Finished",
         },
-        orderBy: { mstUtc: 'desc' },
+        orderBy: { mstUtc: "desc" },
         take: 10,
         select: {
           id: true,
@@ -222,9 +222,9 @@ export class MatchAnalysisService {
       const homeForm = await this.prisma.match.findMany({
         where: {
           OR: [{ homeTeamId }, { awayTeamId: homeTeamId }],
-          state: 'Finished',
+          state: "Finished",
         },
-        orderBy: { mstUtc: 'desc' },
+        orderBy: { mstUtc: "desc" },
         take: 5,
         select: {
           id: true,
@@ -239,9 +239,9 @@ export class MatchAnalysisService {
       const awayForm = await this.prisma.match.findMany({
         where: {
           OR: [{ homeTeamId: awayTeamId }, { awayTeamId }],
-          state: 'Finished',
+          state: "Finished",
         },
-        orderBy: { mstUtc: 'desc' },
+        orderBy: { mstUtc: "desc" },
         take: 5,
         select: {
           id: true,
@@ -277,7 +277,7 @@ export class MatchAnalysisService {
           scoreHome: { not: null },
         },
         take: 50,
-        orderBy: { mstUtc: 'desc' },
+        orderBy: { mstUtc: "desc" },
         select: {
           id: true,
           matchName: true,

src/services/scraper.service.ts

@@ -1,7 +1,7 @@
-import { Injectable, Logger } from '@nestjs/common';
-import { HttpService } from '@nestjs/axios';
-import { firstValueFrom } from 'rxjs';
-import * as cheerio from 'cheerio';
+import { Injectable, Logger } from "@nestjs/common";
+import { HttpService } from "@nestjs/axios";
+import { firstValueFrom } from "rxjs";
+import * as cheerio from "cheerio";
 
 export interface ScrapedMatchDetails {
   homeTeam: string;
@@ -44,9 +44,9 @@ export class ScraperService {
   async scrapeMatchData(
     matchId: string,
     matchSlug: string,
-    sport: 'football' | 'basketball',
+    sport: "football" | "basketball",
   ): Promise<ScrapedData> {
-    const sportPath = sport === 'basketball' ? 'basketbol/mac' : 'mac';
+    const sportPath = sport === "basketball" ? "basketbol/mac" : "mac";
 
     const oddsUrl = `https://www.mackolik.com/${sportPath}/${matchSlug}/iddaa/${matchId}`;
     const infoUrl = `https://www.mackolik.com/${sportPath}/${matchSlug}/${matchId}`;
@@ -104,8 +104,8 @@ export class ScraperService {
     const $ = cheerio.load(html);
     const settings: any[] = [];
 
-    $('[data-settings]').each((i, elem) => {
-      const settingsJson = $(elem).attr('data-settings');
+    $("[data-settings]").each((i, elem) => {
+      const settingsJson = $(elem).attr("data-settings");
       if (settingsJson) {
         try {
           settings.push(JSON.parse(settingsJson));
@@ -162,14 +162,14 @@ export class ScraperService {
     const prf = dataLayer?.prf || {};
 
     return {
-      homeTeam: matchInfo?.homeTeamName || prf.team1Name || 'Unknown',
-      awayTeam: matchInfo?.awayTeamName || prf.team2Name || 'Unknown',
-      homeTeamId: prf.team1Id?.toString() || '0',
-      awayTeamId: prf.team2Id?.toString() || '0',
-      league: prf.competitionName || 'Unknown',
+      homeTeam: matchInfo?.homeTeamName || prf.team1Name || "Unknown",
+      awayTeam: matchInfo?.awayTeamName || prf.team2Name || "Unknown",
+      homeTeamId: prf.team1Id?.toString() || "0",
+      awayTeamId: prf.team2Id?.toString() || "0",
+      league: prf.competitionName || "Unknown",
       scoreHome: prf.team1Score != null ? parseInt(prf.team1Score) : null,
       scoreAway: prf.team2Score != null ? parseInt(prf.team2Score) : null,
-      status: this.extractMatchStatus(settings) || 'NS',
+      status: this.extractMatchStatus(settings) || "NS",
       date: matchHeader?.match?.startTime?.utc
         ? new Date(matchHeader.match.startTime.utc).toISOString()
         : new Date().toISOString(),
@@ -184,7 +184,7 @@ export class ScraperService {
    */
   private extractMatchStatus(settings: any[]): string {
     const matchState = settings.find((s) => s.matchState || s.status);
-    return matchState?.matchState || matchState?.status || 'NS';
+    return matchState?.matchState || matchState?.status || "NS";
   }
 
   /**

src/services/services.module.ts

@@ -1,9 +1,9 @@
-import { Module, Global } from '@nestjs/common';
-import { HttpModule } from '@nestjs/axios';
-import { ScraperService } from './scraper.service';
-import { AiService } from './ai.service';
-import { DatabaseModule } from '../database/database.module';
-import { MatchAnalysisService } from './match-analysis.service';
+import { Module, Global } from "@nestjs/common";
+import { HttpModule } from "@nestjs/axios";
+import { ScraperService } from "./scraper.service";
+import { AiService } from "./ai.service";
+import { DatabaseModule } from "../database/database.module";
+import { MatchAnalysisService } from "./match-analysis.service";
 
 @Global()
 @Module({
@@ -13,9 +13,9 @@ import { MatchAnalysisService } from './match-analysis.service';
       timeout: 35000,
       maxRedirects: 5,
       headers: {
-        'User-Agent':
-          'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36',
-        'Accept-Language': 'tr-TR,tr;q=0.9,en-US;q=0.8',
+        "User-Agent":
+          "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36",
+        "Accept-Language": "tr-TR,tr;q=0.9,en-US;q=0.8",
       },
     }),
   ],