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import { PrismaClient } from '@prisma/client';
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import * as dotenv from 'dotenv';
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import axios from 'axios';
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dotenv.config();
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// BigInt serialization fix
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(BigInt.prototype as any).toJSON = function () {
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return this.toString();
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};
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const prisma = new PrismaClient();
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const matchId = '30gnuehy43on5orc9n3sh8pw4'; // Valencia vs Celta Vigo - HT/FT test
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async function getPrediction() {
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console.log('🔮 VQWEN v3 PREDICTION');
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console.log('='.repeat(80));
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// Fetch match from database
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const match = await prisma.liveMatch.findUnique({
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where: { id: matchId },
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include: {
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homeTeam: true,
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awayTeam: true,
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league: true,
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},
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});
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if (!match) {
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console.log(`❌ Match not found: ${matchId}`);
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await prisma.$disconnect();
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return;
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}
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console.log(`\n📊 ${match.homeTeam?.name} vs ${match.awayTeam?.name}`);
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console.log(`🏆 League: ${match.league?.name}`);
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console.log(`📅 Match Time: ${new Date(Number(match.mstUtc)).toISOString()}`);
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console.log(`📍 Status: ${match.state} / ${match.substate}`);
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// Check data availability
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console.log(`\n📦 DATA CHECK:`);
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console.log(` Odds: ${match.odds ? '✅' : '❌'}`);
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console.log(` Lineups: ${match.lineups ? '✅' : '❌'}`);
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console.log(` Sidelined: ${match.sidelined ? '✅' : '❌'}`);
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console.log(` Referee: ${match.refereeName || 'N/A'}`);
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// Send prediction request
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const aiEngineUrl = 'http://localhost:8007';
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const predictionUrl = `${aiEngineUrl}/v20plus/analyze/${matchId}`;
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console.log(`\n🤖 Sending to AI Engine...`);
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const startTime = Date.now();
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const response = await axios.post(predictionUrl, {}, {
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timeout: 120000,
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});
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const elapsed = ((Date.now() - startTime) / 1000).toFixed(2);
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console.log(`✅ Prediction received in ${elapsed}s\n`);
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const pkg = response.data;
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// Print full JSON
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console.log('='.repeat(80));
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console.log('📊 FULL PREDICTION JSON:');
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console.log('='.repeat(80));
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console.log(JSON.stringify(pkg, null, 2));
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// Summary
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console.log(`\n${'='.repeat(80)}`);
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console.log('🎯 PREDICTION SUMMARY:');
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console.log('='.repeat(80));
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const dq = pkg.data_quality;
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console.log(`\n📦 Data Quality: ${dq.label} (${dq.score})`);
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console.log(` Home lineup: ${dq.home_lineup_count}`);
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console.log(` Away lineup: ${dq.away_lineup_count}`);
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console.log(` Source: ${dq.lineup_source}`);
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const eb = pkg.engine_breakdown;
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console.log(`\n📈 Engine Signals:`);
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console.log(` Team: ${eb.team}%`);
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console.log(` Player: ${eb.player}%`);
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console.log(` Odds: ${eb.odds}%`);
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console.log(` Referee: ${eb.referee}%`);
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const mp = pkg.main_pick;
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console.log(`\n🥇 Main Pick:`);
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console.log(` Market: ${mp.market}`);
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console.log(` Pick: ${mp.pick}`);
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console.log(` Confidence: ${mp.confidence}%`);
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console.log(` Odds: ${mp.odds}`);
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console.log(` Edge: ${(mp.edge * 100).toFixed(2)}%`);
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console.log(` Grade: ${mp.bet_grade}`);
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console.log(` Playable: ${mp.playable}`);
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console.log(` Stake: ${mp.stake_units} units`);
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if (pkg.value_pick) {
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const vp = pkg.value_pick;
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console.log(`\n💎 Value Pick:`);
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console.log(` Market: ${vp.market}`);
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console.log(` Pick: ${vp.pick}`);
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console.log(` Confidence: ${vp.confidence}%`);
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console.log(` Odds: ${vp.odds}`);
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console.log(` Edge: ${(vp.edge * 100).toFixed(2)}%`);
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}
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const sp = pkg.score_prediction;
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console.log(`\n⚽ Score Prediction:`);
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console.log(` FT: ${sp.ft}`);
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console.log(` HT: ${sp.ht}`);
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console.log(` xG: ${sp.xg_home} - ${sp.xg_away} (Total: ${sp.xg_total})`);
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console.log(`\n🎲 Top 5 Scores:`);
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pkg.scenario_top5.forEach((s: any, i: number) => {
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console.log(` ${i + 1}. ${s.score} (${s.prob}%)`);
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});
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const risk = pkg.risk;
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console.log(`\n⚠️ Risk: ${risk.level} (${risk.score}/10)`);
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if (risk.warnings?.length > 0) {
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console.log(` Warnings: ${risk.warnings.join(', ')}`);
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}
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console.log(`\n💬 Reasoning:`);
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pkg.reasoning_factors.forEach((f: string) => console.log(` - ${f}`));
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if (pkg.ai_commentary) {
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console.log(`\n💬 AI Commentary:`);
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console.log(` ${pkg.ai_commentary}`);
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}
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// HT/FT specific check
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console.log(`\n🔍 HT/FT CHECK:`);
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const htft = pkg.market_board?.HTFT;
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if (htft && htft.probs && Object.keys(htft.probs).length > 0) {
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console.log(` ✅ HT/FT PROBS PRESENT:`);
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Object.entries(htft.probs).forEach(([key, val]) => {
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console.log(` ${key}: ${(val as number * 100).toFixed(2)}%`);
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});
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// Find best HT/FT
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const best = Object.entries(htft.probs).reduce((a, b) => (b[1] as number) > (a[1] as number) ? b : a);
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console.log(`\n 🎯 BEST HT/FT: ${best[0]} (${(best[1] as number * 100).toFixed(2)}%)`);
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} else {
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console.log(` ❌ HT/FT PROBS EMPTY`);
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}
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await prisma.$disconnect();
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}
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getPrediction().catch(console.error);
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