using BeWo.Data.Access;
using BeWo.Data.Entities;
using BeWo.Service.ServiceProxy;
using BeWo.Service.ServiceUtils;
using BS.Shared;
using BS.Shared.DataContracts.Feature.AI;
using BS.Shared.DataContracts.Feature.AI.Functions.ServiceRecords;
using DevExpress.DataAccess.Native.Web;
using RestSharp.Validation;
using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using AICore.Prompt.SystemPrompts;
using BeWo.Service.Core;
using BS.Shared.Extensions.CustomInterfaces;
using DevExpress.XtraCharts.Native;
using System.IO;
using BS.Shared.Interface;
using System.Text.Json;
using BS.Shared.Core;
using BeWo.Data.Security;
using BS.Shared.Exceptions;

namespace BeWo.Service.Plugins
{
	public class AiFunctionService
	{
		public AiFunctionDocResponse ExecuteAiFunctionServiceRecordDocumentation(AiFunctionDocRequest request)
		{
			// Request valideren
			ValidateDocRequest(request);

			// Request auswerten
			// DB Daten holen
			// DB Daten prüfen
			// Anfrage zusammensetzen

			var prompt_baustein_ref = request.AiPromptbausteinPrompt;
			var prompt_baustein_ref_oid = prompt_baustein_ref.Oid;
			var prompt_baustein_ref_ver = prompt_baustein_ref.Version;

			if (prompt_baustein_ref_oid <= 0)
				throw new BeWoNotImplementedException();

			var prompt_baustein = DAOFactory.GenericDAO.LoadByID<AiPromptbausteinPrompt>(prompt_baustein_ref_oid);
			ServiceLogic.ConcurrencyCheck(prompt_baustein_ref_ver, prompt_baustein);

			var context = AiFunctionContextLoader.LoadServiceRecordDocumentationContext(request, prompt_baustein.SamplesCount);

			var systemPromptFolderPath = BeWoServerPathHelper.GetAiSystemPromptPath();
			var factory = new AiFunctionSystemPromptBuilder(systemPromptFolderPath);
			var system_prompt = factory.CreateServiceRecordDocumentationSystemPrompt(context);
			
			// Anfrage abschicken
			var result = getResult(system_prompt, prompt_baustein.Prompt);

			// Response auswerten

			// Eigene Response erstellen
			var response = new AiFunctionDocResponse();
			response.Result = result;

			return response;
		}


		private string getResult(string system, string user_prompt)
		{
			var models = ServiceFacade.Ollama2ApiClient.GetAiModelle();

			var model = models.Data.FirstOrDefault(x => x.ModelName == "gemma3_12b_max_context:latest");

			if (model == null)
				throw new NotImplementedException();

			var messages = new List<string>()
			{
				system, user_prompt
			};

			if(model.Value > -1)
			{
				if(!AiUtils.CheckUserAllMessageContextSize(messages, model.ModelName, model.Value, out var error))
				{
					throw new BeWoNotImplementedException(error);
				}
			}

			var payload = new
			{
				model = "gemma3_12b_max_context:latest",
				messages = new[]
				{
					new
					{
						role = "System",
						content = system
					},
					new
					{
						role = "User",
						content = user_prompt
					},
				},
				customerid = UserRightHelper.GetTenant()
			};

			var logger = ServiceLogger.GetRequestLogger();
			var response = ServiceFacade.Ollama2ApiClient.SendAiMessageRequest(payload, out string message, out string model2, out int? duration, logger);

			return message;
		}

		private void ValidateDocRequest(AiFunctionDocRequest request)
		{
			//throw new NotImplementedException();
		}
	}
}