using System;
using xModels.Dtos;
using System.Text.Json;
using System.Threading;
using xAiModels.Models;
using xAiApi.Interfaces;
using xCommons.Providers;
using xCommons.Extensions;
using xAiModels.Extensions;
using xAiModels.Models.Dtos;
using xExceptions.Constants;
using System.Threading.Tasks;
using xCommons.Configurations;
using Microsoft.AspNetCore.Mvc;
using Microsoft.AspNetCore.Http;
using System.Collections.Generic;
using xIdentityService.Interfaces;
using Microsoft.Extensions.Logging;
using xIdentityService.Controllers;
using Microsoft.AspNetCore.Authorization;
using System.Linq;

namespace xAiApi.Controllers
{
    [Authorize]
    [Route("[controller]")]
    public abstract class XAiServiceControllerBase<TAiService> : XBaseIdentityApiV1Controller, IXAiServiceControllerBase
    where TAiService : IXAiServiceBase
    {
        private readonly TAiService aiService;

        protected XAiServiceControllerBase(
            ILogger logger,
            TAiService aiService,
            XAppConfiguration appConfiguration,
            IXIdentityProvider identityProvider,
            XValidationProvider validationProvider
        ) : base(
            logger,
            appConfiguration,
            identityProvider,
            validationProvider
        )
        {
            this.aiService = aiService;
        }

        //
        #region Actions ...
        /// <summary>
        /// Ask Question and Get Response ...
        /// </summary>
        /// <param name="question"></param>
        /// <param name="cancellationToken"></param>
        /// <returns></returns>
        [AllowAnonymous]
        [HttpGet("AskText")]
        public virtual async Task<ActionResult<string>> AskText(
            [FromQuery] string question,
            CancellationToken cancellationToken = default
        )
        {
            //
            try
            {
                //
                // Validate ...
                ValidationProvider.NotEmpty(question);

                //
                var result = await aiService.AskTextAsync(
                    prompt: question,
                    cancellationToken: cancellationToken
                );

                //
                return Ok(result);
            }
            catch (Exception ex)
            {
                //
                var result = GetExceptionActionResult(ex);
                return result;
            }
        }

        /// <summary>
        /// Ask Question and Get Response Stream ...
        /// </summary>
        /// <param name="question"></param>
        /// <param name="cancellationToken"></param>
        /// <returns></returns>
        [AllowAnonymous]
        [HttpGet("AskTextStream")]
        public virtual async Task AskTextStream(
            [FromQuery] string question,
            CancellationToken cancellationToken = default
        )
        {
            //
            try
            {
                //
                // Validate ...
                ValidationProvider.NotEmpty(question);

                //
                // Configure SSE Response Headers ...
                Response.Headers["X-Accel-Buffering"] = "no";
                Response.Headers["Connection"] = "keep-alive";
                Response.Headers["Content-Type"] = "text/event-stream";
                Response.Headers["Cache-Control"] = "no-cache, no-store";

                //
                // Disable response buffering ...
                var responseBodyFeature = HttpContext.Features
                    .Get<Microsoft.AspNetCore.Http.Features.IHttpResponseBodyFeature>();
                responseBodyFeature?.DisableBuffering();

                //
                // Stream Response ...
                var jsonOptions = new JsonSerializerOptions
                {
                    Encoder = System.Text.Encodings.Web.JavaScriptEncoder.UnsafeRelaxedJsonEscaping
                };

                //
                var enumerable = aiService.AskTextAsEnumerable(
                    prompt: question,
                    cancellationToken: cancellationToken
                );

                //
                await foreach (var chunk in enumerable)
                {
                    //
                    // Skip empty chunks ...
                    if (string.IsNullOrEmpty(chunk))
                    {
                        continue;
                    }

                    //
                    // Build SSE message ...
                    // Format:  data: <json>\n\n
                    // var payload = JsonSerializer.Serialize(
                    //     new { text = chunk },
                    //     jsonOptions
                    // );
                    var payload = chunk;

                    //
                    // Write SSE Event ...
                    await Response.WriteAsync($"{payload}\n\n", cancellationToken);
                    await Response.Body.FlushAsync(cancellationToken);
                }

                //
                await Response.Body.FlushAsync(cancellationToken);
            }
            catch (Exception)
            {
                await Response.Body.FlushAsync();
            }
        }
        #endregion

        //
        #region Loaders ...
        /// <summary>
        /// Retrieve AI Projects ...
        /// </summary>
        /// <param name="includeDefaults"></param>
        /// <param name="cancellationToken"></param>
        /// <returns></returns>
        [HttpGet("Projects")]
        public async Task<ActionResult<IEnumerable<XAiProjectDto>>> LoadProjects(
            [FromQuery] bool includeDefaults = false,
            CancellationToken cancellationToken = default
        )
        {
            //
            try
            {
                //
                var userInfo = await GetUserInfo();
                var connectionId = GetConnectionId();

                //
                var result = await aiService.LoadProjects(
                    ownerId: userInfo.UserId,
                    connectionId: connectionId,
                    includeDefaults: includeDefaults,
                    cancellationToken: cancellationToken
                );

                //
                return Ok(result);
            }
            catch (Exception ex)
            {
                //
                var result = GetExceptionActionResult(ex);
                return result;
            }
        }

        /// <summary>
        /// Retrieve Specified AI Project's Conversations ...
        /// </summary>
        /// <param name="projectId"></param>
        /// <param name="cancellationToken"></param>
        /// <returns></returns>
        [HttpGet("Projects/{projectId}/Conversations")]
        public async Task<ActionResult<IEnumerable<XAiConversationDto>>> LoadConversations(
            [FromRoute] Guid projectId,
            CancellationToken cancellationToken = default
        )
        {
            //
            try
            {
                //
                // Validate ...
                if (projectId.IsDefaultGuid())
                {
                    XException.InvalidArgs.Throw();
                }

                //
                var userInfo = await GetUserInfo();
                var connectionId = GetConnectionId();

                //
                var result = await aiService.LoadConversations(
                    projectId: projectId,
                    connectionId: connectionId,
                    cancellationToken: cancellationToken
                );

                //
                return Ok(result);
            }
            catch (Exception ex)
            {
                //
                var result = GetExceptionActionResult(ex);
                return result;
            }
        }

        /// <summary>
        /// Retrieve Specified AI Conversation's Messages ...
        /// </summary>
        /// <param name="conversationId"></param>
        /// <param name="cancellationToken"></param>
        /// <returns></returns>
        [HttpGet("Conversations/{conversationId}/Messages")]
        public async Task<ActionResult<IEnumerable<XAiMessageDto>>> LoadMessages(
            [FromRoute] Guid conversationId,
            CancellationToken cancellationToken = default
        )
        {
            //
            try
            {
                //
                // Validate ...
                if (conversationId.IsDefaultGuid())
                {
                    XException.InvalidArgs.Throw();
                }

                //
                var result = await aiService.LoadMessages(
                    conversationId: conversationId,
                    cancellationToken: cancellationToken
                );

                //
                return Ok(result);
            }
            catch (Exception ex)
            {
                //
                var result = GetExceptionActionResult(ex);
                return result;
            }
        }
        #endregion

        //
        #region Queries ...
        /// <summary>
        /// Query Projects ...
        /// </summary>
        /// <remarks>
        /// </remarks>
        /// <param name="query"></param>
        /// <param name="cancellationToken"></param>
        /// <returns></returns>
        [HttpGet("Projects/Query")]
        public async Task<ActionResult<XQueryResult<XAiProjectDto>>> QueryProjects(
            [FromQuery] XQuery query,
            CancellationToken cancellationToken = default
        )
        {
            //
            try
            {
                //
                var userInfo = await GetUserInfo();
                var connectionId = GetConnectionId();

                //
                var result = await aiService.QueryProjects(
                    query: query,
                    ownerId: userInfo.UserId,
                    cancellationToken: cancellationToken
                );

                //
                return Ok(result);
            }
            catch (Exception ex)
            {
                //
                var result = GetExceptionActionResult(ex);
                return result;
            }
        }

        /// <summary>
        /// Query Conversations ...
        /// </summary>
        /// <param name="projectId"></param>
        /// <param name="query"></param>
        /// <param name="cancellationToken"></param>
        /// <returns></returns>
        [HttpGet("Projects/{projectId}/Conversations/Query")]
        public async Task<ActionResult<XQueryResult<XAiConversationDto>>> QueryConversations(
            [FromRoute] Guid projectId,
            [FromQuery] XQuery query,
            CancellationToken cancellationToken = default
        )
        {
            //
            try
            {
                //
                var userInfo = await GetUserInfo();
                var connectionId = GetConnectionId();

                //
                var result = await aiService.QueryConversations(
                    query: query,
                    projectId: projectId,
                    ownerId: userInfo.UserId,
                    cancellationToken: cancellationToken
                );

                //
                return Ok(result);
            }
            catch (Exception ex)
            {
                //
                var result = GetExceptionActionResult(ex);
                return result;
            }
        }

        /// <summary>
        /// Query Messages ...
        /// </summary>
        /// <param name="conversationId"></param>
        /// <param name="query"></param>
        /// <param name="cancellationToken"></param>
        /// <returns></returns>
        [HttpGet("Conversations/{conversationId}/Messages/Query")]
        public async Task<ActionResult<XQueryResult<XAiMessageDto>>> QueryMessages(
            [FromRoute] Guid conversationId,
            [FromQuery] XQuery query,
            CancellationToken cancellationToken = default
        )
        {
            //
            try
            {
                //
                var userInfo = await GetUserInfo();
                var connectionId = GetConnectionId();

                //
                var result = await aiService.QueryMessages(
                    query: query,
                    ownerId: userInfo.UserId,
                    conversationId: conversationId,
                    cancellationToken: cancellationToken
                );

                //
                return Ok(result);
            }
            catch (Exception ex)
            {
                //
                var result = GetExceptionActionResult(ex);
                return result;
            }
        }
        #endregion

        //
        #region Creators ...
        /// <summary>
        /// Create an AI Project ...
        /// </summary>
        /// <param name="item"></param>
        /// <param name="cancellationToken"></param>
        /// <returns></returns>
        [HttpPost("Projects")]
        public async Task<ActionResult<XAiProjectDto>> CreateProject(
            [FromBody] XAiProjectDto item,
            CancellationToken cancellationToken = default
        )
        {
            //
            try
            {
                //
                // Validate ...
                if (item.IsNullOrDefault())
                {
                    XException.InvalidArgs.Throw();
                }

                //
                var userInfo = await GetUserInfo();
                var connectionId = GetConnectionId();

                //
                // Update Required Params ...
                item.OwnerId = userInfo.UserId;
                if (!item.IsValidForAddOrUpdate())
                {
                    XException.InvalidData.Throw();
                }

                //
                var result = await aiService.CreateProject(
                    item: item,
                    ownerId: userInfo.UserId,
                    connectionId: connectionId,
                    cancellationToken: cancellationToken
                );

                //
                return Ok(result);
            }
            catch (Exception ex)
            {
                //
                var result = GetExceptionActionResult(ex);
                return result;
            }
        }

        /// <summary>
        /// Create an AI Conversation ...
        /// </summary>
        /// <param name="projectId"></param>
        /// <param name="item"></param>
        /// <param name="cancellationToken"></param>
        /// <returns></returns>
        [HttpPost("Projects/{projectId}/Conversations")]
        public async Task<ActionResult<XAiConversationDto>> CreateConversation(
            [FromRoute] Guid projectId,
            [FromBody] XAiConversationDto item,
            CancellationToken cancellationToken = default
        )
        {
            //
            try
            {
                //
                // Validate ...
                if (projectId.IsDefaultGuid() ||
                    item.IsNullOrDefault())
                {
                    XException.InvalidArgs.Throw();
                }

                //
                var userInfo = await GetUserInfo();
                var connectionId = GetConnectionId();

                //
                // Update Required Params ...
                item.OwnerId = userInfo.UserId;
                if (!item.IsValidForAddOrUpdate())
                {
                    XException.InvalidData.Throw();
                }

                //
                var result = await aiService.CreateConversation(
                    item: item,
                    projectId: projectId,
                    ownerId: userInfo.UserId,
                    connectionId: connectionId,
                    cancellationToken: cancellationToken
                );

                //
                return Ok(result);
            }
            catch (Exception ex)
            {
                //
                var result = GetExceptionActionResult(ex);
                return result;
            }
        }
        #endregion
        
        //
        #region Content Extraction ...
        /// <summary>
        /// Extract Files Content ...
        /// </summary>
        /// <param name="files"></param>
        /// <param name="extractors"></param>
        /// <param name="cancellationToken"></param>
        /// <returns></returns>
        [HttpPost("ExtractContent")]
        [Consumes("multipart/form-data")]
        public async Task<ActionResult<string>> ExtractContent(
            [FromForm] IFormFileCollection files,
            [FromForm] string extractors = null,
            CancellationToken cancellationToken = default            
        ) {
            //
            try
            {
                //
                // Validate ...
                if (!files.HasChild())
                {
                    XException.InvalidArgs.Throw();
                }

                //
                var userInfo = await GetUserInfo();
                var connectionId = GetConnectionId();

                //
                string[] extractorArr = null;
                if (!extractors.IsNullOrEmpty())
                {
                    extractorArr = [.. extractors.ParseListString<string>()];
                }

                //
                var result = await aiService.ExtractContent(
                    files: files,
                    extractors: extractorArr,
                    cancellationToken: cancellationToken
                );

                //
                return Ok(result);
            }
            catch (Exception ex)
            {
                var result = GetExceptionActionResult(ex);
                return result;
            }
        }
        #endregion

        //
        #region Data Actions ...
        /// <summary>
        /// Ask Question and Get Response ...
        /// </summary>
        /// <param name="request"></param>
        /// <param name="cancellationToken"></param>
        /// <returns></returns>
        [HttpPost("Ask")]
        public async Task<ActionResult<string>> Ask(
            [FromBody] XAiResponseRequest request,
            CancellationToken cancellationToken = default
        )
        {
            //
            try
            {
                //
                // Validate ...
                if (!request.IsValid())
                {
                    XException.InvalidArgs.Throw();
                }

                //
                var userInfo = await GetUserInfo();
                var connectionId = GetConnectionId();

                //
                // TODO: Reading Fiels Form Collection and Attach it ...
                var result = await aiService.AskAsync(
                    files: null,
                    prompt: request.Prompt,
                    ownerId: userInfo.UserId,
                    connectionId: connectionId,
                    projectId: request.ProjectId,
                    cancellationToken: cancellationToken,
                    conversationId: request.ConversationId
                );

                //
                return Ok(result);
            }
            catch (Exception ex)
            {
                //
                var result = GetExceptionActionResult(ex);
                return result;
            }
        }

        /// <summary>
        /// Ask Question and Get Response Stream ...
        /// </summary>
        /// <param name="request"></param>
        /// <param name="cancellationToken"></param>
        /// <returns></returns>
        [HttpPost("AskStream")]
        public async Task AskStream(
            [FromBody] XAiResponseRequest request,
            CancellationToken cancellationToken = default
        )
        {
            //
            try
            {
                //
                // Validate ...
                if (!request.IsValid())
                {
                    XException.InvalidArgs.Throw();
                }

                //
                var userInfo = await GetUserInfo();
                var connectionId = GetConnectionId();

                //
                // Configure SSE Response Headers ...
                Response.Headers["X-Accel-Buffering"] = "no";
                Response.Headers["Connection"] = "keep-alive";
                Response.Headers["Content-Type"] = "text/event-stream";
                Response.Headers["Cache-Control"] = "no-cache, no-store";

                //
                // Disable response buffering ...
                var responseBodyFeature = HttpContext.Features
                    .Get<Microsoft.AspNetCore.Http.Features.IHttpResponseBodyFeature>();
                responseBodyFeature?.DisableBuffering();

                //
                // TODO: Reading Fiels Form Collection and Attach it ...
                var enumerable = aiService.AskAsEnumerable(
                    files: null,
                    prompt: request.Prompt,
                    ownerId: userInfo.UserId,
                    connectionId: connectionId,
                    projectId: request.ProjectId,
                    cancellationToken: cancellationToken,
                    conversationId: request.ConversationId
                );

                //
                await foreach (var resp in enumerable)
                {
                    //
                    // Skip Empty Responses ...
                    if (resp.IsNullOrDefault())
                    {
                        continue;
                    }

                    //
                    var payload = resp.ToJSON(camelCase: true);

                    //
                    // Write SSE Event ...
                    await Response.WriteAsync($"{payload}", cancellationToken);
                    await Response.Body.FlushAsync(cancellationToken);
                }

                //
                await Response.Body.FlushAsync(cancellationToken);
            }
            catch (Exception)
            {
                await Response.Body.FlushAsync();
            }
        }

        /// <summary>
        /// Ask Question with Files and Get Response ...
        /// </summary>
        /// <param name="request"></param>
        /// <param name="cancellationToken"></param>
        /// <returns></returns>
        [HttpPost("AskWithFiles")]
        [Consumes("multipart/form-data")]
        public async Task<ActionResult<string>> AskWithFiles(
            [FromForm] XAiResponseRequest request,
            [FromForm] IFormFileCollection files,
            CancellationToken cancellationToken = default
        )
        {
            //
            try
            {
                //
                // Validate ...
                if (!request.IsValid())
                {
                    XException.InvalidArgs.Throw();
                }

                //
                var userInfo = await GetUserInfo();
                var connectionId = GetConnectionId();

                //
                var result = await aiService.AskAsync(
                    files: files,
                    userInfo: userInfo,
                    prompt: request.Prompt,
                    ownerId: userInfo.UserId,
                    connectionId: connectionId,
                    projectId: request.ProjectId,
                    cancellationToken: cancellationToken,
                    conversationId: request.ConversationId
                );

                //
                return Ok(result);
            }
            catch (Exception ex)
            {
                var result = GetExceptionActionResult(ex);
                return result;
            }
        }
        #endregion
    }
}