using Microsoft.EntityFrameworkCore;
using Microsoft.Extensions.Configuration;
using Microsoft.Extensions.DependencyInjection;
using Microsoft.Extensions.Hosting;
using Microsoft.Extensions.Logging;
using Predictalytics.Domain.Entities;
using Predictalytics.Domain.Enums;
using Predictalytics.Infrastructure.Data;
using System;
using System.Linq;
using System.Threading;
using System.Threading.Tasks;

namespace Predictalytics.Worker.Services;

/// <summary>
/// Background service for storage optimization.
/// Periodically deletes trades older than the retention window (default 90 days)
/// and compacts high-frequency bot trades older than the compaction threshold (default 14 days)
/// into daily summaries to reduce database row count.
/// </summary>
public class TradeRetentionWorker : BackgroundService
{
    private readonly IServiceProvider _services;
    private readonly IConfiguration _config;
    private readonly ILogger<TradeRetentionWorker> _logger;
    private readonly TimeSpan _runInterval = TimeSpan.FromHours(24);

    public TradeRetentionWorker(IServiceProvider services, IConfiguration config, ILogger<TradeRetentionWorker> logger)
    {
        _services = services;
        _config = config;
        _logger = logger;
    }

    protected override async Task ExecuteAsync(CancellationToken stoppingToken)
    {
        _logger.LogInformation("🧹 TradeRetentionWorker started");
        await Task.Delay(15000, stoppingToken); // Let system initialize

        while (!stoppingToken.IsCancellationRequested)
        {
            try
            {
                await RunOptimizationAsync(stoppingToken);
            }
            catch (OperationCanceledException) { break; }
            catch (Exception ex)
            {
                _logger.LogError(ex, "Error occurred executing TradeRetentionWorker cycle.");
            }

            await Task.Delay(_runInterval, stoppingToken);
        }

        _logger.LogInformation("🧹 TradeRetentionWorker stopped");
    }

    private async Task RunOptimizationAsync(CancellationToken ct)
    {
        using var scope = _services.CreateScope();
        var db = scope.ServiceProvider.GetRequiredService<AppDbContext>();

        // Load configuration values
        bool isEnabled = _config.GetValue("RetentionSettings:Enabled", true);
        if (!isEnabled)
        {
            _logger.LogInformation("🧹 TradeRetentionWorker: Retention is disabled in configuration. Skipping optimization.");
            return;
        }

        var retentionDays = _config.GetValue("RetentionSettings:RetentionDays", 180);
        var compactionDays = _config.GetValue("RetentionSettings:CompactionDays", 14);

        _logger.LogInformation("🧹 TradeRetentionWorker: Starting optimization. RetentionDays={Retention}, CompactionDays={Compaction}",
            retentionDays, compactionDays);

        var utcNow = DateTime.UtcNow;
        var retentionCutoff = utcNow.Date.AddDays(-retentionDays);
        var compactionCutoff = utcNow.Date.AddDays(-compactionDays);

        // Exclude trades if the trader is on any active Watchlist
        _logger.LogInformation("Pruning trades older than {Cutoff}...", retentionCutoff);
        
        var deletedTrades = await db.Trades
            .Where(t => t.ExecutedAt < retentionCutoff && !t.Trader.WatchlistEntries.Any() && t.Trader.IngestMode == IngestMode.Full)
            .Select(t => new { t.TraderId, t.MarketOutcomeId })
            .Distinct()
            .ToListAsync(ct);

        var deletedCount = await db.Trades
            .Where(t => t.ExecutedAt < retentionCutoff && !t.Trader.WatchlistEntries.Any() && t.Trader.IngestMode == IngestMode.Full)
            .ExecuteDeleteAsync(ct);

        if (deletedCount > 0 && deletedTrades.Any())
        {
            var validDeletedTrades = deletedTrades.Where(d => d.MarketOutcomeId.HasValue).ToList();
            if (validDeletedTrades.Any())
            {
                var posIdsToUpdate = await db.TraderPositions
                    .Where(tp => validDeletedTrades.Select(d => d.TraderId).Contains(tp.TraderId) && 
                                 validDeletedTrades.Select(d => d.MarketOutcomeId!.Value).Contains(tp.MarketOutcomeId))
                    .Select(tp => tp.Id)
                    .ToListAsync(ct);

                // Filter on client side due to EF Core limitation with tuple Contains
                var actualPosIdsToUpdate = (await db.TraderPositions
                    .Where(tp => posIdsToUpdate.Contains(tp.Id))
                    .ToListAsync(ct))
                    .Where(tp => validDeletedTrades.Any(d => d.TraderId == tp.TraderId && d.MarketOutcomeId == tp.MarketOutcomeId))
                    .Select(tp => tp.Id)
                    .ToList();

                if (actualPosIdsToUpdate.Any())
                {
                    await db.TraderPositions
                        .Where(tp => actualPosIdsToUpdate.Contains(tp.Id))
                        .ExecuteUpdateAsync(s => s.SetProperty(p => p.IsHistoryPruned, true), ct);
                }
            }
        }

        _logger.LogInformation("Pruned {Count} old trades from the database.", deletedCount);

        // 2. Compact Bot Trades (C3)
        _logger.LogInformation("Beginning trade compaction for suspected bots/HF traders older than {Cutoff}...", compactionCutoff);
        
        var botTraderIds = await db.Traders
            .Where(t => t.IsSuspectedBot || t.Strategy == StrategyType.Bot)
            .Select(t => t.Id)
            .ToListAsync(ct);

        if (botTraderIds.Count == 0)
        {
            _logger.LogInformation("No bot/HF traders found for compaction.");
            return;
        }

        _logger.LogInformation("Found {Count} bot/HF traders to process.", botTraderIds.Count);

        foreach (var traderId in botTraderIds)
        {
            if (ct.IsCancellationRequested) break;

            // Fetch positions to ensure we only compact applied trades and can bump checkpoints
            var positions = await db.TraderPositions
                .Where(tp => tp.TraderId == traderId)
                .ToDictionaryAsync(tp => tp.MarketOutcomeId, ct);

            // Load candidate trades to compact (older than compactionCutoff, newer than retentionCutoff)
            var tradesToCompact = await db.Trades
                .Where(t => t.TraderId == traderId && 
                            t.ExecutedAt >= retentionCutoff && 
                            t.ExecutedAt < compactionCutoff && 
                            !t.PlatformTradeId.StartsWith("COMPACT_") &&
                            t.MarketOutcomeId != null)
                .ToListAsync(ct);

            // Filter strictly to trades that are already applied
            tradesToCompact = tradesToCompact
                .Where(t => positions.TryGetValue(t.MarketOutcomeId!.Value, out var pos) && t.Id <= pos.LastAppliedTradeId)
                .ToList();

            if (tradesToCompact.Count == 0) continue;

            // Group trades by outcome, date, and side to aggregate
            var groups = tradesToCompact
                .GroupBy(t => new { t.MarketOutcomeId, Date = t.ExecutedAt.Date, t.Side })
                .Where(g => g.Count() > 1 && g.Key.MarketOutcomeId.HasValue)
                .ToList();

            if (groups.Count == 0) continue;

            _logger.LogInformation("Compacting {Count} groups of trades for trader {TraderId}...", groups.Count, traderId);

            int compactedTradeCount = 0;
            foreach (var g in groups)
            {
                var outcomeId = g.Key.MarketOutcomeId!.Value;
                var date = g.Key.Date;
                var side = g.Key.Side;
                var list = g.ToList();

                var totalSize = list.Sum(t => t.Size);
                var totalAmount = list.Sum(t => t.Amount);
                if (totalSize <= 0) continue;

                if (positions.TryGetValue(outcomeId, out var pos))
                {
                    // Bug 2: Check for unapplied trades before compacting
                    var hasUnappliedTrades = await db.Trades.AnyAsync(
                        t => t.TraderId == traderId && t.MarketOutcomeId == outcomeId && t.Id > pos.LastAppliedTradeId, ct);
                        
                    if (hasUnappliedTrades)
                    {
                        continue;
                    }
                }

                var weightedAvgPrice = totalAmount / totalSize;

                // Grab a representative trade to copy fields
                var sample = list.First();

                var compactedTrade = new Trade
                {
                    Platform = sample.Platform,
                    PlatformTradeId = $"COMPACT_{traderId}_{outcomeId}_{date:yyyyMMdd}_{side}",
                    TraderId = traderId,
                    MarketId = sample.MarketId,
                    DbMarketId = sample.DbMarketId,
                    MarketOutcomeId = outcomeId,
                    AssetId = sample.AssetId,
                    Outcome = sample.Outcome,
                    Side = side,
                    Price = weightedAvgPrice,
                    Size = totalSize,
                    Amount = totalAmount,
                    ExecutedAt = date.AddHours(12), // Set to noon of that day
                    TransactionHash = null,
                    AggregatedCount = list.Sum(t => t.AggregatedCount ?? 1)
                };

                // Remove the individual trades
                db.Trades.RemoveRange(list);

                // Add the compacted trade
                db.Trades.Add(compactedTrade);
                
                // Save immediately so compactedTrade gets an ID
                await db.SaveChangesAsync(ct);

                // Bump the position checkpoint so it doesn't get double counted
                if (positions.TryGetValue(outcomeId, out var updatePos))
                {
                    updatePos.LastAppliedTradeId = Math.Max(updatePos.LastAppliedTradeId, compactedTrade.Id);
                    // Mark as pruned so we don't accidentally reset and replay (which would lose the exact intraday timestamps)
                    updatePos.IsHistoryPruned = true; 
                    db.TraderPositions.Update(updatePos);
                }

                compactedTradeCount += list.Count - 1;
            }

            if (compactedTradeCount > 0)
            {
                await db.SaveChangesAsync(ct);
                _logger.LogInformation("Reduced row count by {Count} for trader {TraderId}.", compactedTradeCount, traderId);
            }
        }

        _logger.LogInformation("🧹 TradeRetentionWorker: Optimization cycle complete.");
    }
}