using Microsoft.AspNetCore.Authorization;
using Microsoft.AspNetCore.Mvc;
using PowderCoating.Application.Interfaces;
using PowderCoating.Core.Interfaces;
using PowderCoating.Shared.Constants;

namespace PowderCoating.Web.Controllers;

[Authorize(Policy = AppConstants.Policies.SuperAdminOnly)]
public class AiUsageReportController : Controller
{
    private readonly IUnitOfWork _unitOfWork;
    private readonly IAiUsageReportService _aiUsageReport;
    private readonly ILogger<AiUsageReportController> _logger;

    public AiUsageReportController(
        IUnitOfWork unitOfWork,
        IAiUsageReportService aiUsageReport,
        ILogger<AiUsageReportController> logger)
    {
        _unitOfWork = unitOfWork;
        _aiUsageReport = aiUsageReport;
        _logger = logger;
    }

    /// <summary>
    /// Platform-wide AI usage report. Shows per-company call counts, photo upload totals, top
    /// feature used, and a usage tier so SuperAdmins can identify abusive or unusually heavy tenants.
    /// Companies and plan configs come from IUnitOfWork; AiUsageLogs aggregations and photo counts
    /// come from IAiUsageReportService (which runs SQL GROUP BY queries via ApplicationDbContext).
    /// </summary>
    public async Task<IActionResult> Index()
    {
        try
        {
            var companies = (await _unitOfWork.Companies.GetAllAsync(ignoreQueryFilters: true))
                .Where(c => !c.IsDeleted)
                .Select(c => new { c.Id, c.CompanyName, c.SubscriptionPlan, c.IsActive })
                .ToList();

            var planConfigs = await _unitOfWork.SubscriptionPlanConfigs.GetAllAsync();
            var planNames = planConfigs.ToDictionary(p => p.Plan, p => p.DisplayName);

            var data = await _aiUsageReport.GetReportDataAsync();

            var topFeatureByCompany = data.FeatureStats
                .GroupBy(f => f.CompanyId)
                .ToDictionary(
                    g => g.Key,
                    g => g.OrderByDescending(f => f.Count).First().Feature);

            var featureBreakdownByCompany = data.FeatureStats
                .GroupBy(f => f.CompanyId)
                .ToDictionary(
                    g => g.Key,
                    g => g.ToDictionary(f => f.Feature, f => f.Count));

            var usageDict = data.UsageByCompany.ToDictionary(u => u.CompanyId);

            var rows = companies.Select(c =>
            {
                usageDict.TryGetValue(c.Id, out var u);
                data.PhotoCountsByCompany.TryGetValue(c.Id, out var photos);
                topFeatureByCompany.TryGetValue(c.Id, out var topFeature);
                featureBreakdownByCompany.TryGetValue(c.Id, out var breakdown);
                planNames.TryGetValue(c.SubscriptionPlan, out var planName);

                return new AiUsageReportRow
                {
                    CompanyId        = c.Id,
                    CompanyName      = c.CompanyName,
                    Plan             = planName ?? $"Plan {c.SubscriptionPlan}",
                    IsActive         = c.IsActive,
                    Today            = u?.Today ?? 0,
                    Last7Days        = u?.Last7Days ?? 0,
                    Last30Days       = u?.Last30Days ?? 0,
                    AllTime          = u?.AllTime ?? 0,
                    PhotoCount       = photos,
                    TopFeature       = topFeature,
                    FeatureBreakdown = breakdown ?? []
                };
            })
            .OrderByDescending(r => r.Last30Days)
            .ThenByDescending(r => r.AllTime)
            .ToList();

            var vm = new AiUsageReportViewModel
            {
                Rows                 = rows,
                TotalCallsLast30Days = rows.Sum(r => r.Last30Days),
                TotalCallsToday      = rows.Sum(r => r.Today),
                CompaniesActiveToday = rows.Count(r => r.Today > 0),
                TotalPhotosUploaded  = rows.Sum(r => r.PhotoCount),
                MostActiveCompany    = rows.FirstOrDefault(r => r.Last30Days > 0)?.CompanyName ?? "—"
            };

            return View(vm);
        }
        catch (Exception ex)
        {
            _logger.LogError(ex, "Error loading AI usage report");
            return View(new AiUsageReportViewModel());
        }
    }
}

// ── View models ──────────────────────────────────────────────────────────────

public class AiUsageReportViewModel
{
    public List<AiUsageReportRow> Rows { get; set; } = [];
    public int TotalCallsLast30Days  { get; set; }
    public int TotalCallsToday       { get; set; }
    public int CompaniesActiveToday  { get; set; }
    public int TotalPhotosUploaded   { get; set; }
    public string MostActiveCompany  { get; set; } = "—";
}

public class AiUsageReportRow
{
    public int    CompanyId    { get; set; }
    public string CompanyName  { get; set; } = string.Empty;
    public string Plan         { get; set; } = string.Empty;
    public bool   IsActive     { get; set; }
    public int    Today        { get; set; }
    public int    Last7Days    { get; set; }
    public int    Last30Days   { get; set; }
    public int    AllTime      { get; set; }
    public int    PhotoCount   { get; set; }
    public string? TopFeature  { get; set; }
    public Dictionary<string, int> FeatureBreakdown { get; set; } = [];

    public string UsageTier => Last30Days switch
    {
        0          => "Inactive",
        <= 10      => "Light",
        <= 50      => "Regular",
        <= 200     => "Heavy",
        _          => "Power User"
    };

    public string TierBadgeClass => UsageTier switch
    {
        "Inactive"   => "bg-secondary",
        "Light"      => "bg-success",
        "Regular"    => "bg-primary",
        "Heavy"      => "bg-warning text-dark",
        "Power User" => "bg-danger",
        _            => "bg-secondary"
    };

    public string FeatureDisplayName(string feature) => feature switch
    {
        "PhotoQuote"       => "Photo Quote",
        "HelpChat"         => "Help Chat",
        "ReceiptScan"      => "Receipt Scan",
        "AccountSuggest"   => "Account Suggest",
        "ArFollowUp"       => "AR Follow-Up",
        "FinancialSummary" => "Financial Summary",
        "CashFlowForecast" => "Cash Flow",
        "AnomalyDetection" => "Anomaly Detection",
        _                  => feature
    };
}