import React, { useState, useRef } from "react";
import {
  Box,
  Paper,
  Typography,
  CircularProgress,
  Button,
  Snackbar,
  Alert,
  Grid,
} from "@mui/material";
import CloudUploadIcon from "@mui/icons-material/CloudUpload";
import AutoFixHighIcon from "@mui/icons-material/AutoFixHigh";
import InsertDriveFileIcon from "@mui/icons-material/InsertDriveFile";
import DescriptionIcon from "@mui/icons-material/Description";
import ArticleIcon from "@mui/icons-material/Article";
import MenuBookIcon from "@mui/icons-material/MenuBook";
import { useThemeMode } from "../hooks/useThemeMode";
import getTheme from "../config/theme";
import API_CONFIG from "../config/api";

/**
 * Component for creating a new benchmark, including file upload and generation initiation
 *
 * @param {Object} props - Component props
 * @param {Function} props.onStartGeneration - Callback when generation starts with sessionId
 * @returns {JSX.Element} BenchmarkCreateForm component
 */
function BenchmarkCreateForm({ onStartGeneration }) {
  const { mode } = useThemeMode();
  const theme = getTheme(mode);
  const [isDragging, setIsDragging] = useState(false);
  const [uploadStatus, setUploadStatus] = useState(null);
  const [isLoading, setIsLoading] = useState(false);
  const [sessionId, setSessionId] = useState(null);
  const [openSnackbar, setOpenSnackbar] = useState(false);
  const [selectedDocument, setSelectedDocument] = useState(null);
  const [isDefaultDocument, setIsDefaultDocument] = useState(false);
  const fileInputRef = useRef(null);

  const defaultDocuments = [
    {
      id: "the-bitter-lesson",
      name: "The Bitter Lesson",
      icon: <ArticleIcon sx={{ fontSize: 40 }} />,
      description: "A seminal paper on AI development by Rich Sutton",
    },
    {
      id: "hurricane-faq",
      name: "Hurricane FAQ",
      icon: <DescriptionIcon sx={{ fontSize: 40 }} />,
      description: "Frequently asked questions about hurricanes",
    },
    {
      id: "pokemon-guide",
      name: "Pokemon Guide",
      icon: <MenuBookIcon sx={{ fontSize: 40 }} />,
      description: "A comprehensive guide to Pokemon",
    },
  ];

  const handleCloseSnackbar = () => {
    setOpenSnackbar(false);
  };

  const handleDragOver = (e) => {
    e.preventDefault();
    setIsDragging(true);
  };

  const handleDragLeave = () => {
    setIsDragging(false);
  };

  const handleClick = () => {
    fileInputRef.current.click();
  };

  const handleFileChange = (e) => {
    const file = e.target.files[0];
    if (!file) return;

    // Check if it's a PDF, TXT, HTML or MD
    if (
      !file.name.endsWith(".pdf") &&
      !file.name.endsWith(".txt") &&
      !file.name.endsWith(".html") &&
      !file.name.endsWith(".md")
    ) {
      setUploadStatus({
        success: false,
        message: "Only PDF, TXT, HTML and MD files are accepted",
      });
      return;
    }

    handleFileUpload(file);
  };

  const handleFileUpload = async (file) => {
    setIsLoading(true);
    setUploadStatus(null);
    setIsDefaultDocument(false);
    setSelectedDocument(null);

    try {
      const formData = new FormData();
      formData.append("file", file);

      const response = await fetch(`${API_CONFIG.BASE_URL}/upload`, {
        method: "POST",
        body: formData,
      });

      const result = await response.json();

      if (response.ok) {
        setUploadStatus({
          success: true,
          message: `File ${result.filename} uploaded successfully`,
        });
        setOpenSnackbar(true);
        setSessionId(result.session_id);
        setSelectedDocument({ name: file.name });
      } else {
        setUploadStatus({
          success: false,
          message: result.error || "Upload failed",
        });
        setOpenSnackbar(true);
      }
    } catch (error) {
      setUploadStatus({
        success: false,
        message: "Server connection error",
      });
      setOpenSnackbar(true);
    } finally {
      setIsLoading(false);
    }
  };

  const handleDrop = async (e) => {
    e.preventDefault();
    setIsDragging(false);

    const file = e.dataTransfer.files[0];
    if (!file) {
      setUploadStatus({ success: false, message: "No file detected" });
      return;
    }

    // Check if it's a PDF, TXT, HTML or MD
    if (
      !file.name.endsWith(".pdf") &&
      !file.name.endsWith(".txt") &&
      !file.name.endsWith(".html") &&
      !file.name.endsWith(".md")
    ) {
      setUploadStatus({
        success: false,
        message: "Only PDF, TXT, HTML and MD files are accepted",
      });
      return;
    }

    handleFileUpload(file);
  };

  const handleDefaultDocClick = (doc) => {
    setSelectedDocument(doc);
    setSessionId(doc.id);
    setIsDefaultDocument(true);
  };

  const handleGenerateClick = () => {
    if (onStartGeneration && sessionId) {
      onStartGeneration(sessionId, isDefaultDocument);
    }
  };

  return (
    <Box sx={{ mt: -2 }}>
      <Typography
        variant="subtitle1"
        component="div"
        align="center"
        sx={{ mb: 2, color: "text.secondary" }}
      >
        Choose a sample document
      </Typography>

      <Grid container spacing={2} sx={{ mb: 2 }}>
        {defaultDocuments.map((doc) => (
          <Grid item xs={12} md={4} key={doc.id}>
            <Box
              elevation={2}
              sx={{
                p: 2,
                display: "flex",
                flexDirection: "column",
                borderRadius: 1.5,
                alignItems: "center",
                cursor: "pointer",
                transition: "all 0.2s ease",
                height: "100%",
                // border: "2px solid rgba(0, 0, 0, 0.1)",
                border:
                  selectedDocument?.id === doc.id
                    ? `2px solid ${theme.palette.primary.main}`
                    : "2px solid rgba(0, 0, 0, 0.1)",
                "&:hover": {
                  transform: "translateY(-2px)",
                  boxShadow: 3,
                },
              }}
              onClick={() => handleDefaultDocClick(doc)}
            >
              <Box sx={{ color: "primary.main", mb: 1 }}>{doc.icon}</Box>
              <Typography variant="subtitle1" component="div" gutterBottom>
                {doc.name}
              </Typography>
              <Typography
                variant="body2"
                color="text.secondary"
                align="center"
                sx={{ flexGrow: 1 }}
              >
                {doc.description}
              </Typography>
            </Box>
          </Grid>
        ))}
      </Grid>

      <Typography
        variant="subtitle1"
        component="div"
        align="center"
        sx={{ mb: 2, color: "text.secondary" }}
      >
        Or upload your own ...
      </Typography>

      <Box
        sx={{
          p: 4,
          mt: 2,
          mb: 2,
          borderRadius: 1.5,
          border:
            selectedDocument?.name && !isDefaultDocument
              ? `2px solid ${theme.palette.primary.main}`
              : isDragging
              ? `2px dashed ${theme.palette.primary.main}`
              : "2px dashed rgba(0, 0, 0, 0.16)",
          backgroundColor: isDragging ? "rgba(0, 0, 0, 0.05)" : "transparent",
          display: "flex",
          flexDirection: "column",
          alignItems: "center",
          justifyContent: "center",
          minHeight: 180,
          cursor: "pointer",
          transition: "all 0.3s ease",
        }}
        onDragOver={handleDragOver}
        onDragLeave={handleDragLeave}
        onDrop={handleDrop}
        onClick={handleClick}
      >
        <input
          type="file"
          ref={fileInputRef}
          onChange={handleFileChange}
          accept=".pdf,.txt,.html,.md"
          style={{ display: "none" }}
        />
        {selectedDocument?.name && !isDefaultDocument ? (
          <>
            <InsertDriveFileIcon
              sx={{ fontSize: 50, color: "primary.main", mb: 1 }}
            />
            <Typography variant="h6" component="div" gutterBottom>
              {selectedDocument.name}
            </Typography>
            <Typography variant="body2" color="text.secondary">
              Click to upload a different file
            </Typography>
          </>
        ) : (
          <>
            <CloudUploadIcon
              sx={{ fontSize: 50, color: "primary.main", mb: 1 }}
            />
            <Typography variant="h6" component="div" gutterBottom>
              Drag and drop your file here or click to browse
            </Typography>
            <Typography variant="body2" color="text.secondary">
              Accepted formats: PDF, TXT, HTML, MD
            </Typography>
          </>
        )}

        {isLoading && (
          <Box sx={{ mt: 2 }}>
            <CircularProgress size={30} />
          </Box>
        )}
      </Box>

      <Box sx={{ display: "flex", justifyContent: "center" }}>
        <Button
          variant="contained"
          color="primary"
          onClick={handleGenerateClick}
          startIcon={<AutoFixHighIcon />}
          disabled={!sessionId}
          sx={{ mt: 2 }}
        >
          Generate Benchmark
        </Button>
      </Box>

      <Snackbar
        open={openSnackbar}
        autoHideDuration={6000}
        onClose={handleCloseSnackbar}
        anchorOrigin={{ vertical: "bottom", horizontal: "right" }}
      >
        <Alert
          onClose={handleCloseSnackbar}
          severity={uploadStatus?.success ? "success" : "error"}
          sx={{ width: "100%" }}
        >
          {uploadStatus?.message}
        </Alert>
      </Snackbar>
    </Box>
  );
}

export default BenchmarkCreateForm;