using System.Collections.Concurrent;
using System.Reflection;
using System.Text;
using System.Text.Encodings.Web;
using Dm.util;
using Microsoft.AspNetCore.Authorization;
using Microsoft.AspNetCore.Http;
using Microsoft.AspNetCore.Mvc;
using Microsoft.Extensions.DependencyInjection;
using Microsoft.Extensions.Logging;
using Microsoft.Extensions.Options;
using ModelContextProtocol;
using ModelContextProtocol.Server;
using Newtonsoft.Json;
using Newtonsoft.Json.Serialization;
using OpenAI.Chat;
using Volo.Abp.Application.Services;
using Volo.Abp.Users;
using Yi.Framework.AiHub.Application.Contracts.Dtos;
using Yi.Framework.AiHub.Application.Contracts.Dtos.Chat;
using Yi.Framework.AiHub.Domain;
using Yi.Framework.AiHub.Domain.Entities;
using Yi.Framework.AiHub.Domain.Entities.Chat;
using Yi.Framework.AiHub.Domain.Entities.Model;
using Yi.Framework.AiHub.Domain.Extensions;
using Yi.Framework.AiHub.Domain.Managers;
using Yi.Framework.AiHub.Domain.Shared.Consts;
using System.Text.Json;
using Yi.Framework.AiHub.Domain.Shared.Dtos;
using Yi.Framework.AiHub.Domain.Shared.Dtos.OpenAi;
using Yi.Framework.AiHub.Domain.Shared.Enums;
using Yi.Framework.Rbac.Application.Contracts.IServices;
using Yi.Framework.Rbac.Domain.Shared.Dtos;
using Yi.Framework.SqlSugarCore.Abstractions;

namespace Yi.Framework.AiHub.Application.Services;

/// <summary>
/// ai服务
/// </summary>
public class AiChatService : ApplicationService
{
    private readonly IHttpContextAccessor _httpContextAccessor;
    private readonly AiBlacklistManager _aiBlacklistManager;
    private readonly ILogger<AiChatService> _logger;
    private readonly AiGateWayManager _aiGateWayManager;
    private readonly ModelManager _modelManager;
    private readonly PremiumPackageManager _premiumPackageManager;
    private readonly ChatManager _chatManager;
    private readonly TokenManager _tokenManager;
    private readonly IAccountService _accountService;
    private readonly ISqlSugarRepository<AgentStoreAggregateRoot> _agentStoreRepository;
    private readonly ISqlSugarRepository<AiModelEntity> _aiModelRepository;
    private const string FreeModelId = "DeepSeek-V3-0324";

    public AiChatService(IHttpContextAccessor httpContextAccessor,
        AiBlacklistManager aiBlacklistManager,
        ILogger<AiChatService> logger,
        AiGateWayManager aiGateWayManager,
        ModelManager modelManager,
        PremiumPackageManager premiumPackageManager,
        ChatManager chatManager, TokenManager tokenManager, IAccountService accountService,
        ISqlSugarRepository<AgentStoreAggregateRoot> agentStoreRepository,
        ISqlSugarRepository<AiModelEntity> aiModelRepository)
    {
        _httpContextAccessor = httpContextAccessor;
        _aiBlacklistManager = aiBlacklistManager;
        _logger = logger;
        _aiGateWayManager = aiGateWayManager;
        _modelManager = modelManager;
        _premiumPackageManager = premiumPackageManager;
        _chatManager = chatManager;
        _tokenManager = tokenManager;
        _accountService = accountService;
        _agentStoreRepository = agentStoreRepository;
        _aiModelRepository = aiModelRepository;
    }


    /// <summary>
    /// 查询已登录的账户信息
    /// </summary>
    /// <returns></returns>
    [Route("ai-chat/account")]
    [Authorize]
    public async Task<UserRoleMenuDto> GetAsync()
    {
        var accountService = LazyServiceProvider.GetRequiredService<IAccountService>();
        var output = await accountService.GetAsync();
        return output;
    }

    /// <summary>
    /// 获取对话模型列表
    /// </summary>
    /// <returns></returns>
    public async Task<List<ModelGetListOutput>> GetModelAsync()
    {
        var output = await _aiModelRepository._DbQueryable
            .Where(x => x.IsEnabled == true)
            .Where(x => x.ModelType == ModelTypeEnum.Chat)
            // .Where(x => x.ModelApiType == ModelApiTypeEnum.Completions)
            .OrderByDescending(x => x.OrderNum)
            .Select(x => new ModelGetListOutput
            {
                Id = x.Id,
                ModelId = x.ModelId,
                ModelName = x.Name,
                ModelDescribe = x.Description,
                Remark = x.Description,
                IsPremiumPackage = x.IsPremium,
                ModelApiType = x.ModelApiType,
                IconUrl = x.IconUrl,
                ProviderName = x.ProviderName
            }).ToListAsync();

        output.ForEach(x =>
        {
            if (x.ModelId == FreeModelId)
            {
                x.IsPremiumPackage = false;
                x.IsFree = true;
            }
        });

        return output;
    }


    // /// <summary>
    // /// 发送消息
    // /// </summary>
    // /// <param name="input"></param>
    // /// <param name="sessionId"></param>
    // /// <param name="cancellationToken"></param>
    // [HttpPost("ai-chat/send")]
    // [Obsolete]
    // public async Task PostSendAsync([FromBody] ThorChatCompletionsRequest input, [FromQuery] Guid? sessionId,
    //     CancellationToken cancellationToken)
    // {
    //     //除了免费模型，其他的模型都要校验
    //     if (input.Model!=FreeModelId)
    //     {
    //         //有token，需要黑名单校验
    //         if (CurrentUser.IsAuthenticated)
    //         {
    //             await _aiBlacklistManager.VerifiyAiBlacklist(CurrentUser.GetId());
    //             if (!CurrentUser.IsAiVip())
    //             {
    //                 throw new UserFriendlyException("该模型需要VIP用户才能使用，请购买VIP后重新登录重试");
    //             }
    //         }
    //         else
    //         {
    //             throw new UserFriendlyException("未登录用户，只能使用未加速的DeepSeek-R1，请登录后重试");
    //         }
    //     }
    //
    //     //如果是尊享包服务，需要校验是是否尊享包足够
    //     if (CurrentUser.IsAuthenticated)
    //     {
    //         var isPremium = await _modelManager.IsPremiumModelAsync(input.Model);
    //
    //         if (isPremium)
    //         {
    //             // 检查尊享token包用量
    //             var availableTokens = await _premiumPackageManager.GetAvailableTokensAsync(CurrentUser.GetId());
    //             if (availableTokens <= 0)
    //             {
    //                 throw new UserFriendlyException("尊享token包用量不足，请先购买尊享token包");
    //             }
    //         }
    //     }
    //
    //     //ai网关代理httpcontext
    //     await _aiGateWayManager.CompleteChatStreamForStatisticsAsync(_httpContextAccessor.HttpContext, input,
    //         CurrentUser.Id, sessionId, null, CancellationToken.None);
    // }

    /// <summary>
    /// 发送消息
    /// </summary>
    /// <param name="input"></param>
    /// <param name="cancellationToken"></param>
    [HttpPost("ai-chat/FileMaster/send")]
    public async Task PostFileMasterSendAsync([FromBody] ThorChatCompletionsRequest input,
        CancellationToken cancellationToken)
    {
        if (!string.IsNullOrWhiteSpace(input.Model))
        {
            throw new BusinessException("当前接口不支持第三方使用");
        }
        input.Model = "gpt-5-chat";
        if (CurrentUser.IsAuthenticated)
        {
            await _aiBlacklistManager.VerifiyAiBlacklist(CurrentUser.GetId());
        }

        //ai网关代理httpcontext
        await _aiGateWayManager.CompleteChatStreamForStatisticsAsync(_httpContextAccessor.HttpContext, input,
            CurrentUser.Id, null, null, CancellationToken.None);
    }


    /// <summary>
    /// Agent 发送消息
    /// </summary>
    [HttpPost("ai-chat/agent/send")]
    public async Task PostAgentSendAsync([FromBody] AgentSendInput input, CancellationToken cancellationToken)
    {
        var tokenValidation = await _tokenManager.ValidateTokenAsync(input.TokenId, input.ModelId);

        await _aiBlacklistManager.VerifiyAiBlacklist(tokenValidation.UserId);
        // 验证用户是否为VIP
        var userInfo = await _accountService.GetAsync(null, null, tokenValidation.UserId);
        if (userInfo == null)
        {
            throw new UserFriendlyException("用户信息不存在");
        }

        // 检查是否为VIP（使用RoleCodes判断）
        if (!userInfo.RoleCodes.Contains(AiHubConst.VipRole) && userInfo.User.UserName != "cc")
        {
            throw new UserFriendlyException("该接口为尊享服务专用，需要VIP权限才能使用");
        }

        //如果是尊享包服务，需要校验是是否尊享包足够
        var isPremium = await _modelManager.IsPremiumModelAsync(input.ModelId);

        if (isPremium)
        {
            // 检查尊享token包用量
            var availableTokens = await _premiumPackageManager.GetAvailableTokensAsync(tokenValidation.UserId);
            if (availableTokens <= 0)
            {
                throw new UserFriendlyException("尊享token包用量不足，请先购买尊享token包");
            }
        }

        await _chatManager.AgentCompleteChatStreamAsync(_httpContextAccessor.HttpContext,
            input.SessionId,
            input.Content,
            tokenValidation.Token,
            tokenValidation.TokenId,
            input.ModelId,
            tokenValidation.UserId,
            input.Tools,
            CancellationToken.None);
    }

    /// <summary>
    /// 获取 Agent 工具
    /// </summary>
    /// <returns></returns>
    [HttpPost("ai-chat/agent/tool")]
    public List<AgentToolOutput> GetAgentToolAsync()
    {
        var agentTools = _chatManager.GetTools().Select(x => new AgentToolOutput
        {
            Code = x.Code,
            Name = x.Name
        }).ToList();
        return agentTools;
    }

    /// <summary>
    /// 获取 Agent 上下文
    /// </summary>
    /// <returns></returns>
    [HttpPost("ai-chat/agent/context/{sessionId}")]
    [Authorize]
    public async Task<string?> GetAgentContextAsync([FromRoute] Guid sessionId)
    {
        var data = await _agentStoreRepository.GetFirstAsync(x => x.SessionId == sessionId);
        return data?.Store;
    }

    /// <summary>
    /// 统一发送消息 - 支持4种API类型
    /// </summary>
    /// <param name="apiType">API类型枚举</param>
    /// <param name="input">原始请求体JsonElement</param>
    /// <param name="modelId">模型ID（Gemini格式需要从URL传入）</param>
    /// <param name="sessionId">会话ID</param>
    /// <param name="cancellationToken"></param>
    [HttpPost("ai-chat/unified/send")]
    public async Task PostUnifiedSendAsync(
        [FromQuery] ModelApiTypeEnum apiType,
        [FromBody] JsonElement input,
        [FromQuery] string modelId,
        [FromQuery] Guid? sessionId,
        CancellationToken cancellationToken)
    {
        // 从请求体中提取模型ID（如果未从URL传入）
        if (string.IsNullOrEmpty(modelId))
        {
            modelId = ExtractModelIdFromRequest(apiType, input);
        }

        // 除了免费模型，其他的模型都要校验
        if (modelId != FreeModelId)
        {
            if (CurrentUser.IsAuthenticated)
            {
                await _aiBlacklistManager.VerifiyAiBlacklist(CurrentUser.GetId());
                if (!CurrentUser.IsAiVip())
                {
                    throw new UserFriendlyException("该模型需要VIP用户才能使用，请购买VIP后重新登录重试");
                }
            }
            else
            {
                throw new UserFriendlyException("未登录用户，只能使用未加速的DeepSeek-R1，请登录后重试");
            }
        }

        // 如果是尊享包服务，需要校验是否尊享包足够
        if (CurrentUser.IsAuthenticated)
        {
            var isPremium = await _modelManager.IsPremiumModelAsync(modelId);
            if (isPremium)
            {
                var availableTokens = await _premiumPackageManager.GetAvailableTokensAsync(CurrentUser.GetId());
                if (availableTokens <= 0)
                {
                    throw new UserFriendlyException("尊享token包用量不足，请先购买尊享token包");
                }
            }
        }

        // 调用统一流式处理
        await _aiGateWayManager.UnifiedStreamForStatisticsAsync(
            _httpContextAccessor.HttpContext!,
            apiType,
            input,
            modelId,
            CurrentUser.Id,
            sessionId,
            null,
            CancellationToken.None);
    }

    /// <summary>
    /// 从请求体中提取模型ID
    /// </summary>
    private string ExtractModelIdFromRequest(ModelApiTypeEnum apiType, JsonElement input)
    {
        try
        {
            if (input.TryGetProperty("model", out var modelProperty))
            {
                return modelProperty.GetString() ?? string.Empty;
            }
        }
        catch
        {
            // 忽略解析错误
        }

        throw new UserFriendlyException("无法从请求中获取模型ID，请在URL参数中指定modelId");
    }
}