import { PrismaClient } from '@prisma/client';
import * as dotenv from 'dotenv';
import axios from 'axios';

dotenv.config();

// BigInt serialization fix
(BigInt.prototype as any).toJSON = function () {
  return this.toString();
};

const prisma = new PrismaClient();

const matchId = '30gnuehy43on5orc9n3sh8pw4'; // Valencia vs Celta Vigo - HT/FT test

async function getPrediction() {
  console.log('🔮 VQWEN v3 PREDICTION');
  console.log('='.repeat(80));

  // Fetch match from database
  const match = await prisma.liveMatch.findUnique({
    where: { id: matchId },
    include: {
      homeTeam: true,
      awayTeam: true,
      league: true,
    },
  });

  if (!match) {
    console.log(`❌ Match not found: ${matchId}`);
    await prisma.$disconnect();
    return;
  }

  console.log(`\n📊 ${match.homeTeam?.name} vs ${match.awayTeam?.name}`);
  console.log(`🏆 League: ${match.league?.name}`);
  console.log(`📅 Match Time: ${new Date(Number(match.mstUtc)).toISOString()}`);
  console.log(`📍 Status: ${match.state} / ${match.substate}`);

  // Check data availability
  console.log(`\n📦 DATA CHECK:`);
  console.log(`   Odds: ${match.odds ? '✅' : '❌'}`);
  console.log(`   Lineups: ${match.lineups ? '✅' : '❌'}`);
  console.log(`   Sidelined: ${match.sidelined ? '✅' : '❌'}`);
  console.log(`   Referee: ${match.refereeName || 'N/A'}`);

  // Send prediction request
  const aiEngineUrl = 'http://localhost:8007';
  const predictionUrl = `${aiEngineUrl}/v20plus/analyze/${matchId}`;

  console.log(`\n🤖 Sending to AI Engine...`);

  const startTime = Date.now();
  const response = await axios.post(predictionUrl, {}, {
    timeout: 120000,
  });
  const elapsed = ((Date.now() - startTime) / 1000).toFixed(2);

  console.log(`✅ Prediction received in ${elapsed}s\n`);

  const pkg = response.data;

  // Print full JSON
  console.log('='.repeat(80));
  console.log('📊 FULL PREDICTION JSON:');
  console.log('='.repeat(80));
  console.log(JSON.stringify(pkg, null, 2));

  // Summary
  console.log(`\n${'='.repeat(80)}`);
  console.log('🎯 PREDICTION SUMMARY:');
  console.log('='.repeat(80));

  const dq = pkg.data_quality;
  console.log(`\n📦 Data Quality: ${dq.label} (${dq.score})`);
  console.log(`   Home lineup: ${dq.home_lineup_count}`);
  console.log(`   Away lineup: ${dq.away_lineup_count}`);
  console.log(`   Source: ${dq.lineup_source}`);

  const eb = pkg.engine_breakdown;
  console.log(`\n📈 Engine Signals:`);
  console.log(`   Team: ${eb.team}%`);
  console.log(`   Player: ${eb.player}%`);
  console.log(`   Odds: ${eb.odds}%`);
  console.log(`   Referee: ${eb.referee}%`);

  const mp = pkg.main_pick;
  console.log(`\n🥇 Main Pick:`);
  console.log(`   Market: ${mp.market}`);
  console.log(`   Pick: ${mp.pick}`);
  console.log(`   Confidence: ${mp.confidence}%`);
  console.log(`   Odds: ${mp.odds}`);
  console.log(`   Edge: ${(mp.edge * 100).toFixed(2)}%`);
  console.log(`   Grade: ${mp.bet_grade}`);
  console.log(`   Playable: ${mp.playable}`);
  console.log(`   Stake: ${mp.stake_units} units`);

  if (pkg.value_pick) {
    const vp = pkg.value_pick;
    console.log(`\n💎 Value Pick:`);
    console.log(`   Market: ${vp.market}`);
    console.log(`   Pick: ${vp.pick}`);
    console.log(`   Confidence: ${vp.confidence}%`);
    console.log(`   Odds: ${vp.odds}`);
    console.log(`   Edge: ${(vp.edge * 100).toFixed(2)}%`);
  }

  const sp = pkg.score_prediction;
  console.log(`\n⚽ Score Prediction:`);
  console.log(`   FT: ${sp.ft}`);
  console.log(`   HT: ${sp.ht}`);
  console.log(`   xG: ${sp.xg_home} - ${sp.xg_away} (Total: ${sp.xg_total})`);

  console.log(`\n🎲 Top 5 Scores:`);
  pkg.scenario_top5.forEach((s: any, i: number) => {
    console.log(`   ${i + 1}. ${s.score} (${s.prob}%)`);
  });

  const risk = pkg.risk;
  console.log(`\n⚠️ Risk: ${risk.level} (${risk.score}/10)`);
  if (risk.warnings?.length > 0) {
    console.log(`   Warnings: ${risk.warnings.join(', ')}`);
  }

  console.log(`\n💬 Reasoning:`);
  pkg.reasoning_factors.forEach((f: string) => console.log(`   - ${f}`));

  if (pkg.ai_commentary) {
    console.log(`\n💬 AI Commentary:`);
    console.log(`   ${pkg.ai_commentary}`);
  }

  // HT/FT specific check
  console.log(`\n🔍 HT/FT CHECK:`);
  const htft = pkg.market_board?.HTFT;
  if (htft && htft.probs && Object.keys(htft.probs).length > 0) {
    console.log(`   ✅ HT/FT PROBS PRESENT:`);
    Object.entries(htft.probs).forEach(([key, val]) => {
      console.log(`      ${key}: ${(val as number * 100).toFixed(2)}%`);
    });

    // Find best HT/FT
    const best = Object.entries(htft.probs).reduce((a, b) => (b[1] as number) > (a[1] as number) ? b : a);
    console.log(`\n   🎯 BEST HT/FT: ${best[0]} (${(best[1] as number * 100).toFixed(2)}%)`);
  } else {
    console.log(`   ❌ HT/FT PROBS EMPTY`);
  }

  await prisma.$disconnect();
}

getPrediction().catch(console.error);