import { useState, useEffect } from 'react'
import { Button } from '@/components/ui/button'
import { Card, CardHeader, CardTitle, CardContent } from '@/components/ui/card'
import { Slider } from '@/components/ui/slider'
import { Label } from '@/components/ui/label'
import { User, Upload, File, X, BookOpen } from 'lucide-react'

interface UploadedFile {
  id: string
  name: string
  size: number
  type: string
  uploadedAt: string
  status: string
  chunks?: number
  assistantId?: string | null
}

interface SelectedAssistant {
  id: string
  name: string
  type: 'user'|'template'|'new'
  originalTemplate?: string
}

interface DocumentsTabProps {
  isLoading: boolean
  ragEnabled: boolean
  setRagEnabled: (enabled: boolean) => void
  retrievalCount: number
  setRetrievalCount: (count: number) => void
  currentAssistant: SelectedAssistant | null
}

export function DocumentsTab({
  isLoading,
  ragEnabled,
  setRagEnabled,
  retrievalCount,
  setRetrievalCount,
  currentAssistant
}: DocumentsTabProps) {
  const [uploadedFiles, setUploadedFiles] = useState<UploadedFile[]>([])
  const [isUploading, setIsUploading] = useState(false)

  // Load assistant-specific documents when assistant changes
  useEffect(() => {
    const loadDocuments = async () => {
      if (!currentAssistant) {
        // Load all documents when no assistant is selected
        try {
          const response = await fetch('/rag/documents')
          if (response.ok) {
            const data = await response.json()
            const allFiles: UploadedFile[] = data.documents.map((doc: any) => ({
              id: doc.id,
              name: doc.filename,
              size: doc.size || 0,
              type: doc.content_type || 'application/octet-stream',
              uploadedAt: doc.upload_date,
              status: 'processed',
              chunks: doc.chunk_count,
              assistantId: doc.assistant_id
            }))
            setUploadedFiles(allFiles)
          }
        } catch (error) {
          console.error('Error loading documents:', error)
        }
        return
      }

      try {
        // For now, load all documents but filter by assistant in the future
        const response = await fetch('/rag/documents')
        if (response.ok) {
          const data = await response.json()
          if (data.documents) {
            const documentList = Object.entries(data.documents).map(([docId, docInfo]: [string, any]) => ({
              id: docId,
              name: docInfo.filename,
              size: 0,
              type: docInfo.file_type,
              uploadedAt: new Date().toISOString(),
              status: docInfo.status,
              chunks: docInfo.chunks,
              assistantId: docInfo.assistant_id || null // Future: filter by assistant
            })) as UploadedFile[]
            
            // TODO: Filter documents by currentAssistant.id when backend supports it
            setUploadedFiles(documentList)
          }
        }
      } catch (error) {
        console.error('Error loading documents:', error)
      }
    }

    loadDocuments()
  }, [currentAssistant])

  const handleFileUpload = async (event: React.ChangeEvent<HTMLInputElement>) => {
    const files = event.target.files
    if (!files) return

    setIsUploading(true)
    
    try {
      const formData = new FormData()
      
      // Add assistant ID to the upload (if available)
      if (currentAssistant) {
        formData.append('assistant_id', currentAssistant.id)
      }
      
      for (const file of Array.from(files)) {
        formData.append('files', file)
      }

      const response = await fetch('/rag/upload', {
        method: 'POST',
        body: formData,
      })

      if (response.ok) {
        const result = await response.json()
        
        // Add successfully processed files to the list
        const newFiles = result.results
          .filter((r: any) => r.success)
          .map((r: any) => ({
            id: r.doc_id,
            name: r.filename,
            size: 0, // Server doesn't return size currently
            type: 'processed',
            uploadedAt: new Date().toISOString(),
            status: 'processed',
            chunks: r.chunks,
            assistantId: currentAssistant?.id
          })) as UploadedFile[]
        
        setUploadedFiles((prev: UploadedFile[]) => [...prev, ...newFiles])
        
        // Show errors for failed uploads
        const failedUploads = result.results.filter((r: any) => !r.success)
        if (failedUploads.length > 0) {
          console.error('Some files failed to upload:', failedUploads)
        }
      } else {
        console.error('Upload failed:', response.statusText)
      }
      
      // Reset input
      event.target.value = ''
    } catch (error) {
      console.error('File upload error:', error)
    } finally {
      setIsUploading(false)
    }
  }

  const removeFile = async (fileId: string) => {
    try {
      const response = await fetch(`/rag/documents/${fileId}`, {
        method: 'DELETE',
      })
      
      if (response.ok) {
        setUploadedFiles((prev: UploadedFile[]) => prev.filter((f: UploadedFile) => f.id !== fileId))
      } else {
        console.error('Failed to delete document:', response.statusText)
      }
    } catch (error) {
      console.error('Error deleting document:', error)
      // Remove from UI anyway
      setUploadedFiles((prev: UploadedFile[]) => prev.filter((f: UploadedFile) => f.id !== fileId))
    }
  }



  return (
    <div className="space-y-4 pb-6">
      {!currentAssistant ? (
        <Card>
          <CardHeader>
            <CardTitle className="flex items-center gap-2">
              <BookOpen className="h-4 w-4 text-blue-600" />
              <span>Documents & Knowledge Base</span>
            </CardTitle>
          </CardHeader>
          <CardContent className="space-y-4">
            {/* Upload Area */}
            <div className="border-2 border-dashed border-gray-200 rounded-lg p-6 text-center hover:border-gray-300 transition-colors">
              <input
                type="file"
                id="file-upload"
                multiple
                accept=".pdf,.txt,.docx,.md"
                onChange={handleFileUpload}
                className="hidden"
                disabled={isUploading || isLoading}
              />
              <Label
                htmlFor="file-upload"
                className="cursor-pointer flex flex-col items-center space-y-2"
              >
                <Upload className="h-8 w-8 text-gray-400" />
                <span className="text-sm font-medium">
                  {isUploading ? 'Uploading...' : 'Drag or drop a file'}
                </span>
                <span className="text-xs text-muted-foreground">
                  PDF, TXT, DOCX, MD supported
                </span>
              </Label>
            </div>

            {/* Documents List */}
            {uploadedFiles.length > 0 && (
              <div className="space-y-2">
                <Label className="text-sm font-medium">Documents ({uploadedFiles.length})</Label>
                
                <div className="space-y-1">
                  {uploadedFiles.map((file) => (
                    <div
                      key={file.id}
                      className="flex items-center justify-between p-2 border rounded bg-gray-50/50 hover:bg-gray-50"
                    >
                      <div className="flex items-center space-x-2 flex-1 min-w-0">
                        <File className="h-3 w-3 text-blue-600 flex-shrink-0" />
                        <span className="text-sm truncate">{file.name}</span>
                        {file.chunks && (
                          <span className="text-xs text-muted-foreground flex-shrink-0">
                            {file.chunks} chunks
                          </span>
                        )}
                      </div>
                      <Button
                        size="sm"
                        variant="ghost"
                        onClick={() => removeFile(file.id)}
                        disabled={isLoading}
                        className="h-6 w-6 p-0 text-red-500 hover:text-red-600 hover:bg-red-50"
                      >
                        <X className="h-3 w-3" />
                      </Button>
                    </div>
                  ))}
                </div>
              </div>
            )}

            {/* Empty State */}
            {uploadedFiles.length === 0 && (
              <div className="text-center py-3">
                <p className="text-xs text-muted-foreground">
                  No documents uploaded yet
                </p>
              </div>
            )}
          </CardContent>
        </Card>
      ) : (
        <Card>
          <CardHeader>
            <CardTitle className="flex items-center justify-between">
              <div className="flex items-center gap-2">
                <User className="h-4 w-4 text-blue-600" />
                <span>{currentAssistant.name}</span>
                <span className={`px-2 py-1 rounded text-xs font-medium ${
                  currentAssistant.type === 'user' ? 'bg-blue-100 text-blue-700' :
                  currentAssistant.type === 'template' ? 'bg-gray-100 text-gray-700' :
                  'bg-green-100 text-green-700'
                }`}>
                  {currentAssistant.type === 'user' ? 'My Assistant' :
                   currentAssistant.type === 'template' ? 'Template' : 'New Assistant'}
                </span>
              </div>
              
              <div className="flex items-center gap-2">
                <Label className="text-xs text-muted-foreground">RAG</Label>
                <input
                  type="checkbox"
                  checked={ragEnabled}
                  onChange={(e) => setRagEnabled(e.target.checked)}
                  className="rounded"
                  disabled={isLoading || uploadedFiles.length === 0}
                />
                {ragEnabled && uploadedFiles.length > 0 && (
                  <div className="flex items-center gap-1 text-green-600">
                    <div className="w-2 h-2 bg-green-500 rounded-full"></div>
                    <span className="text-xs font-medium">Active</span>
                  </div>
                )}
              </div>
            </CardTitle>
          </CardHeader>
          
          <CardContent className="space-y-4">
            {/* RAG Settings - Compact */}
            {ragEnabled && (
              <div className="border-l-2 border-blue-200 pl-3 space-y-2">
                <div className="flex items-center justify-between">
                  <Label className="text-xs font-medium">Retrieval Depth</Label>
                  <span className="text-xs text-muted-foreground">{retrievalCount} chunks</span>
                </div>
                <Slider
                  value={[retrievalCount]}
                  onValueChange={(value) => setRetrievalCount(value[0])}
                  max={10}
                  min={1}
                  step={1}
                  className="w-full"
                />
              </div>
            )}

            {/* Upload Area */}
            <div className="border-2 border-dashed border-gray-200 rounded-lg p-4 text-center hover:border-gray-300 transition-colors">
              <input
                type="file"
                id="file-upload"
                multiple
                accept=".pdf,.txt,.docx,.md"
                onChange={handleFileUpload}
                className="hidden"
                disabled={isUploading || isLoading}
              />
              <Label
                htmlFor="file-upload"
                className="cursor-pointer flex flex-col items-center space-y-2"
              >
                <Upload className="h-6 w-6 text-gray-400" />
                <span className="text-sm">
                  {isUploading ? 'Uploading...' : 'Drop files or click to upload'}
                </span>
                <span className="text-xs text-muted-foreground">
                  PDF, TXT, DOCX, MD supported
                </span>
              </Label>
            </div>

            {/* Documents List - Compact */}
            {uploadedFiles.length > 0 && (
              <div className="space-y-2">
                <div className="flex items-center justify-between">
                  <Label className="text-sm font-medium">Documents ({uploadedFiles.length})</Label>
                  {ragEnabled && (
                    <span className="text-xs text-green-600">
                      Using {Math.min(retrievalCount, uploadedFiles.length)} for context
                    </span>
                  )}
                </div>
                
                <div className="space-y-1">
                  {uploadedFiles.map((file) => (
                    <div
                      key={file.id}
                      className="flex items-center justify-between p-2 border rounded bg-gray-50/50 hover:bg-gray-50"
                    >
                      <div className="flex items-center space-x-2 flex-1 min-w-0">
                        <File className="h-3 w-3 text-blue-600 flex-shrink-0" />
                        <span className="text-sm truncate">{file.name}</span>
                        {file.chunks && (
                          <span className="text-xs text-muted-foreground flex-shrink-0">
                            {file.chunks} chunks
                          </span>
                        )}
                      </div>
                      <Button
                        size="sm"
                        variant="ghost"
                        onClick={() => removeFile(file.id)}
                        disabled={isLoading}
                        className="h-6 w-6 p-0 text-red-500 hover:text-red-600 hover:bg-red-50"
                      >
                        <X className="h-3 w-3" />
                      </Button>
                    </div>
                  ))}
                </div>
              </div>
            )}

            {/* Empty State */}
            {uploadedFiles.length === 0 && (
              <div className="text-center py-3">
                <p className="text-xs text-muted-foreground">
                  No documents uploaded yet
                </p>
              </div>
            )}
          </CardContent>
        </Card>
      )}
    </div>
  )
}