import React, { useState } from 'react';
import { ChevronLeft, ChevronRight, Upload, MapPin, Store, Factory, Check } from 'lucide-react';
import toast from 'react-hot-toast';

import { useTenant, useTraining, useData, useAuth } from '../../api/hooks';
import { TenantCreate } from '../../api/types';
import { UserResponse } from '../../api/types';

interface OnboardingPageProps {
  user: any;
  onComplete: () => void;
}

interface BakeryData {
  name: string;
  address: string;
  businessType: 'individual' | 'central_workshop';
  coordinates?: { lat: number; lng: number };
  products: string[];
  hasHistoricalData: boolean;
  csvFile?: File;
}

const MADRID_PRODUCTS = [
  'Croissants', 'Pan de molde', 'Baguettes', 'Panecillos', 'Ensaimadas',
  'Napolitanas', 'Magdalenas', 'Donuts', 'Palmeras', 'Café',
  'Chocolate caliente', 'Zumos', 'Bocadillos', 'Empanadas', 'Tartas'
];

const OnboardingPage: React.FC<OnboardingPageProps> = ({ user, onComplete }) => {
  const [currentStep, setCurrentStep] = useState(1);
  const [isLoading, setIsLoading] = useState(false);
  const [bakeryData, setBakeryData] = useState<BakeryData>({
    name: '',
    address: '',
    businessType: 'individual',
    products: [],
    hasHistoricalData: false
  });

  const { createTenant, isLoading: tenantLoading } = useTenant();
  const { startTrainingJob } = useTraining();
  const { uploadSalesHistory, validateSalesData, uploadProgress } = useData();
  const [ setUploadProgress ] = useState<number>(0);

  const steps = [
    { id: 1, title: 'Datos de Panadería', icon: Store },
    { id: 2, title: 'Productos y Servicios', icon: Factory },
    { id: 3, title: 'Datos Históricos', icon: Upload },
    { id: 4, title: 'Configuración Final', icon: Check }
  ];

  const handleNext = () => {
    if (validateCurrentStep()) {
      setCurrentStep(prev => Math.min(prev + 1, steps.length));
    }
  };

  const handlePrevious = () => {
    setCurrentStep(prev => Math.max(prev - 1, 1));
  };

  const validateCurrentStep = (): boolean => {
    switch (currentStep) {
      case 1:
        if (!bakeryData.name.trim()) {
          toast.error('El nombre de la panadería es obligatorio');
          return false;
        }
        if (!bakeryData.address.trim()) {
          toast.error('La dirección es obligatoria');
          return false;
        }
        return true;
      case 2:
        if (bakeryData.products.length === 0) {
          toast.error('Selecciona al menos un producto');
          return false;
        }
        return true;
      case 3:
        if (bakeryData.hasHistoricalData && !bakeryData.csvFile) {
          toast.error('Por favor, sube tu archivo CSV con datos históricos');
          return false;
        }
        return true;
      default:
        return true;
    }
  };

  const handleComplete = async () => {
    if (!validateCurrentStep()) return;
    
    setIsLoading(true);
    
    try {
      // Step 1: Create tenant using the API service
      const tenantData: TenantCreate = {
        name: bakeryData.name,
        address: bakeryData.address,
        business_type: bakeryData.businessType,
        coordinates: bakeryData.coordinates,
        products: bakeryData.products,
        has_historical_data: bakeryData.hasHistoricalData,
      };
      
      const newTenant = await createTenant(tenantData);
      const tenantId = newTenant.id;
      
      // Step 2: Validate and Upload CSV file if provided
      if (bakeryData.hasHistoricalData && bakeryData.csvFile) {
        try {
          // Step 2.1: First validate the CSV data
          toast.loading('Validando datos del archivo CSV...', { id: 'csv-validation' });
          
          const validationResult = await validateSalesData(tenantId, bakeryData.csvFile);
          
          toast.dismiss('csv-validation');
          
          // Check validation result
          if (!validationResult.success) {
            // Validation failed - show errors but let user decide
            const errorMessages = validationResult.errors?.slice(0, 3).join(', ') || 'Errores de validación';
            const hasMoreErrors = validationResult.errors && validationResult.errors.length > 3;
            
            toast.error(
              `Errores en el archivo CSV: ${errorMessages}${hasMoreErrors ? '...' : ''}. Revisa la consola para más detalles.`
            );
            console.error('CSV validation errors:', validationResult.errors);
            console.warn('CSV validation warnings:', validationResult.warnings);
            
            // Don't proceed with upload if validation fails
            throw new Error('Validación del CSV falló');
          }
          
          // Validation passed - show summary and proceed
          if (validationResult.warnings && validationResult.warnings.length > 0) {
            toast.warn(`CSV validado con ${validationResult.warnings.length} advertencias. Continuando con la subida...`);
            console.warn('CSV validation warnings:', validationResult.warnings);
          } else {
            toast.success('CSV validado correctamente. Procediendo con la subida...');
          }
          
          // Step 2.2: Now upload the validated CSV
          toast.loading('Subiendo datos históricos...', { id: 'csv-upload' });
          
          const uploadResult = await uploadSalesHistory(tenantId, bakeryData.csvFile, {
            source: 'onboarding_upload',
            validate_only: false,
            onProgress: (progress) => {
              setUploadProgress(progress.percentage);
            }
          });
          
          toast.dismiss('csv-upload');
          
          // Check upload result
          if (uploadResult.success) {
            toast.success(
              `¡Datos históricos subidos exitosamente! ${uploadResult.records_created} de ${uploadResult.records_processed} registros procesados.`
            );
            
            // Show additional info if some records failed
            if (uploadResult.records_failed > 0) {
              toast.warn(
                `${uploadResult.records_failed} registros fallaron durante la subida. Success rate: ${uploadResult.success_rate?.toFixed(1)}%`
              );
              console.warn('Upload errors:', uploadResult.errors);
            }
            
            // Log warnings for debugging
            if (uploadResult.warnings && uploadResult.warnings.length > 0) {
              console.info('Upload warnings:', uploadResult.warnings);
            }

            try {
              // Start training process (if you have a training service)
              await startTrainingJob(tenantId);
              toast.success('¡Entrenamiento del modelo iniciado!');
            } catch (trainingError) {
              console.warn('Training start failed:', trainingError);
              // Don't fail onboarding if training fails to start
            }
            
          } else {
            // Upload failed
            throw new Error(`Upload failed: ${uploadResult.errors?.join(', ') || 'Unknown error'}`);
          }
          
          // Reset progress when done
          setUploadProgress(0);
          
        } catch (uploadError) {
          // Handle validation or upload error gracefully
          console.error('CSV validation/upload error:', uploadError);
          
          const errorMessage = uploadError instanceof Error ? uploadError.message : 'Error desconocido';
          
          if (errorMessage.includes('Validación')) {
            toast.error('No se pudieron subir los datos históricos debido a errores de validación. La configuración se completó sin datos históricos.');
          } else {
            toast.warn(`Error al procesar archivo CSV: ${errorMessage}. La configuración se completó sin datos históricos.`);
          }
        }
      }
      
      toast.success('¡Configuración completada exitosamente!');
      onComplete();
      
    } catch (error) {
      console.error('Onboarding completion error:', error);
      const errorMessage = error instanceof Error ? error.message : 'Error al completar la configuración';
      toast.error(errorMessage);
    } finally {
      setIsLoading(false);
      setUploadProgress(0); // Reset progress in case of error
    }
  };

  const renderStep = () => {
    switch (currentStep) {
      case 1:
        return (
          <div className="space-y-6">
            <div>
              <h3 className="text-lg font-semibold text-gray-900 mb-4">
                Información de tu Panadería
              </h3>
              
              <div className="space-y-4">
                <div>
                  <label className="block text-sm font-medium text-gray-700 mb-2">
                    Nombre de la panadería
                  </label>
                  <input
                    type="text"
                    value={bakeryData.name}
                    onChange={(e) => setBakeryData(prev => ({ ...prev, name: e.target.value }))}
                    className="w-full px-4 py-3 border border-gray-300 rounded-xl focus:ring-2 focus:ring-primary-500 focus:border-primary-500"
                    placeholder="Ej: Panadería San Miguel"
                  />
                </div>

                <div>
                  <label className="block text-sm font-medium text-gray-700 mb-2">
                    Dirección completa
                  </label>
                  <div className="relative">
                    <MapPin className="absolute left-3 top-3 h-5 w-5 text-gray-400" />
                    <input
                      type="text"
                      value={bakeryData.address}
                      onChange={(e) => setBakeryData(prev => ({ ...prev, address: e.target.value }))}
                      className="w-full pl-10 pr-4 py-3 border border-gray-300 rounded-xl focus:ring-2 focus:ring-primary-500 focus:border-primary-500"
                      placeholder="Calle Mayor, 123, Madrid"
                    />
                  </div>
                </div>

                <div>
                  <label className="block text-sm font-medium text-gray-700 mb-3">
                    Tipo de negocio
                  </label>
                  <div className="grid grid-cols-1 gap-3 sm:grid-cols-2">
                    <button
                      type="button"
                      onClick={() => setBakeryData(prev => ({ ...prev, businessType: 'individual' }))}
                      className={`p-4 border rounded-xl text-left transition-all ${
                        bakeryData.businessType === 'individual'
                          ? 'border-primary-500 bg-primary-50 text-primary-700'
                          : 'border-gray-300 hover:border-gray-400'
                      }`}
                    >
                      <Store className="h-6 w-6 mb-2" />
                      <div className="font-medium">Panadería Individual</div>
                      <div className="text-sm text-gray-500">Una sola ubicación</div>
                    </button>
                    
                    <button
                      type="button"
                      onClick={() => setBakeryData(prev => ({ ...prev, businessType: 'central_workshop' }))}
                      className={`p-4 border rounded-xl text-left transition-all ${
                        bakeryData.businessType === 'central_workshop'
                          ? 'border-primary-500 bg-primary-50 text-primary-700'
                          : 'border-gray-300 hover:border-gray-400'
                      }`}
                    >
                      <Factory className="h-6 w-6 mb-2" />
                      <div className="font-medium">Obrador Central</div>
                      <div className="text-sm text-gray-500">Múltiples ubicaciones</div>
                    </button>
                  </div>
                </div>
              </div>
            </div>
          </div>
        );

      case 2:
        return (
          <div className="space-y-6">
            <div>
              <h3 className="text-lg font-semibold text-gray-900 mb-4">
                ¿Qué productos vendes?
              </h3>
              <p className="text-gray-600 mb-6">
                Selecciona los productos más comunes en tu panadería
              </p>
              
              <div className="grid grid-cols-2 sm:grid-cols-3 gap-3">
                {MADRID_PRODUCTS.map((product) => (
                  <button
                    key={product}
                    type="button"
                    onClick={() => {
                      setBakeryData(prev => ({
                        ...prev,
                        products: prev.products.includes(product)
                          ? prev.products.filter(p => p !== product)
                          : [...prev.products, product]
                      }));
                    }}
                    className={`p-3 text-sm border rounded-lg transition-all text-left ${
                      bakeryData.products.includes(product)
                        ? 'border-primary-500 bg-primary-50 text-primary-700'
                        : 'border-gray-300 hover:border-gray-400'
                    }`}
                  >
                    {product}
                  </button>
                ))}
              </div>

              <div className="mt-4">
                <p className="text-sm text-gray-500">
                  Productos seleccionados: {bakeryData.products.length}
                </p>
              </div>
            </div>
          </div>
        );

      case 3:
        return (
          <div className="space-y-6">
            <div>
              <h3 className="text-lg font-semibold text-gray-900 mb-4">
                Datos Históricos de Ventas
              </h3>
              <p className="text-gray-600 mb-6">
                Para obtener mejores predicciones, puedes subir tus datos históricos de ventas
              </p>

              <div className="space-y-4">
                <div>
                  <label className="flex items-center space-x-3">
                    <input
                      type="checkbox"
                      checked={bakeryData.hasHistoricalData}
                      onChange={(e) => setBakeryData(prev => ({ 
                        ...prev, 
                        hasHistoricalData: e.target.checked,
                        csvFile: e.target.checked ? prev.csvFile : undefined 
                      }))}
                      className="h-4 w-4 text-primary-600 focus:ring-primary-500 border-gray-300 rounded"
                    />
                    <span className="text-gray-700">
                      Tengo datos históricos de ventas (recomendado)
                    </span>
                  </label>
                </div>

                {bakeryData.hasHistoricalData && (
                  <div className="border-2 border-dashed border-gray-300 rounded-xl p-6">
                    <div className="text-center">
                      <Upload className="mx-auto h-12 w-12 text-gray-400 mb-4" />
                      
                      {bakeryData.csvFile ? (
                        <div>
                          <p className="text-sm font-medium text-gray-900 mb-2">
                            Archivo seleccionado:
                          </p>
                          <p className="text-sm text-gray-600 mb-4">
                            {bakeryData.csvFile.name}
                          </p>
                          <button
                            type="button"
                            onClick={() => setBakeryData(prev => ({ ...prev, csvFile: undefined }))}
                            className="text-sm text-red-600 hover:text-red-500"
                          >
                            Eliminar archivo
                          </button>
                        </div>
                      ) : (
                        <div>
                          <p className="text-sm text-gray-600 mb-4">
                            Sube tu archivo CSV con las ventas históricas
                          </p>
                          <input
                            type="file"
                            accept=".csv"
                            onChange={(e) => {
                              const file = e.target.files?.[0];
                              if (file) {
                                setBakeryData(prev => ({ ...prev, csvFile: file }));
                              }
                            }}
                            className="hidden"
                            id="csv-upload"
                          />
                          <label
                            htmlFor="csv-upload"
                            className="inline-flex items-center px-4 py-2 border border-transparent text-sm font-medium rounded-md text-white bg-primary-600 hover:bg-primary-700 cursor-pointer"
                          >
                            Seleccionar archivo CSV
                          </label>
                        </div>
                      )}
                    </div>
                    
                    <div className="mt-4 text-xs text-gray-500">
                      <p className="font-medium mb-1">Formato esperado del CSV:</p>
                      <p>Fecha, Producto, Cantidad</p>
                      <p>2024-01-01, Croissants, 45</p>
                      <p>2024-01-01, Pan de molde, 12</p>
                    </div>
                  </div>
                )}

                {!bakeryData.hasHistoricalData && (
                  <div className="bg-blue-50 border border-blue-200 rounded-xl p-4">
                    <p className="text-blue-800 text-sm">
                      No te preocupes, PanIA puede empezar a funcionar sin datos históricos. 
                      Las predicciones mejorarán automáticamente conforme uses el sistema.
                    </p>
                  </div>
                )}
              </div>
            </div>
          </div>
        );

      case 4:
        return (
          <div className="space-y-6">
            <div className="text-center">
              <div className="mx-auto h-16 w-16 bg-success-100 rounded-full flex items-center justify-center mb-4">
                <Check className="h-8 w-8 text-success-600" />
              </div>
              <h3 className="text-lg font-semibold text-gray-900 mb-4">
                ¡Todo listo para comenzar!
              </h3>
              <p className="text-gray-600 mb-6">
                Revisa los datos de tu panadería antes de continuar
              </p>
            </div>

            <div className="bg-gray-50 rounded-xl p-6 space-y-4">
              <div>
                <span className="text-sm font-medium text-gray-500">Panadería:</span>
                <p className="text-gray-900">{bakeryData.name}</p>
              </div>
              
              <div>
                <span className="text-sm font-medium text-gray-500">Dirección:</span>
                <p className="text-gray-900">{bakeryData.address}</p>
              </div>
              
              <div>
                <span className="text-sm font-medium text-gray-500">Tipo de negocio:</span>
                <p className="text-gray-900">
                  {bakeryData.businessType === 'individual' ? 'Panadería Individual' : 'Obrador Central'}
                </p>
              </div>
              
              <div>
                <span className="text-sm font-medium text-gray-500">Productos:</span>
                <p className="text-gray-900">{bakeryData.products.join(', ')}</p>
              </div>
              
              <div>
                <span className="text-sm font-medium text-gray-500">Datos históricos:</span>
                <p className="text-gray-900">
                  {bakeryData.hasHistoricalData ? `Sí (${bakeryData.csvFile?.name})` : 'No'}
                </p>
              </div>
            </div>
          </div>
        );

      default:
        return null;
    }
  };

  return (
    <div className="min-h-screen bg-gray-50 py-8">
      <div className="max-w-2xl mx-auto px-4 sm:px-6 lg:px-8">
        {/* Header */}
        <div className="text-center mb-8">
          <div className="mx-auto h-12 w-12 bg-primary-500 rounded-xl flex items-center justify-center mb-4">
            <span className="text-white text-xl font-bold">🥖</span>
          </div>
          <h1 className="text-2xl font-bold text-gray-900 mb-2">
            Configuración inicial
          </h1>
          <p className="text-gray-600">
            Vamos a configurar PanIA para tu panadería
          </p>
        </div>

        {/* Progress Steps */}
        <div className="mb-8">
          <div className="flex justify-between">
            {steps.map((step) => (
              <div key={step.id} className="flex flex-col items-center">
                <div
                  className={`w-10 h-10 rounded-full flex items-center justify-center border-2 transition-all ${
                    currentStep >= step.id
                      ? 'bg-primary-500 border-primary-500 text-white'
                      : 'border-gray-300 text-gray-500'
                  }`}
                >
                  <step.icon className="h-5 w-5" />
                </div>
                <span className="mt-2 text-xs text-gray-500 text-center max-w-20">
                  {step.title}
                </span>
              </div>
            ))}
          </div>
          <div className="mt-4 bg-gray-200 rounded-full h-2">
            <div
              className="bg-primary-500 h-2 rounded-full transition-all duration-500"
              style={{ width: `${(currentStep / steps.length) * 100}%` }}
            />
          </div>
        </div>

        {/* Step Content */}
        <div className="bg-white rounded-2xl shadow-soft p-6 mb-8">
          {renderStep()}
        </div>

        {/* Navigation */}
        <div className="flex justify-between">
          <button
            onClick={handlePrevious}
            disabled={currentStep === 1}
            className="flex items-center px-4 py-2 text-gray-600 disabled:text-gray-400 disabled:cursor-not-allowed hover:text-gray-800 transition-colors"
          >
            <ChevronLeft className="h-5 w-5 mr-1" />
            Anterior
          </button>

          {currentStep < steps.length ? (
            <button
              onClick={handleNext}
              className="flex items-center px-6 py-2 bg-primary-500 text-white rounded-xl hover:bg-primary-600 transition-all hover:shadow-lg"
            >
              Siguiente
              <ChevronRight className="h-5 w-5 ml-1" />
            </button>
          ) : (
            <button
              onClick={handleComplete}
              disabled={isLoading}
              className="flex items-center px-6 py-2 bg-success-500 text-white rounded-xl hover:bg-success-600 transition-all hover:shadow-lg disabled:opacity-50 disabled:cursor-not-allowed"
            >
              {isLoading ? 'Configurando...' : 'Completar configuración'}
            </button>
          )}
        </div>
      </div>
    </div>
  );
};

export default OnboardingPage;