export type TSmartAiOcrImageMimeType =
  | 'image/png'
  | 'image/jpeg'
  | 'image/webp'
  | 'image/gif'
  | string;

export type TSmartAiMistralOcrTableFormat = 'markdown' | 'html';

export type TSmartAiMistralOcrConfidenceScoresGranularity = 'page' | 'word';

export interface ISmartAiOcrImageInput {
  dataBase64: string;
  mimeType: TSmartAiOcrImageMimeType;
}

export interface ISmartAiOcrPageResult {
  index: number;
  text: string;
  confidence?: number;
}

export interface ISmartAiOcrResult<TRaw = unknown> {
  text: string;
  confidence?: number;
  pages: ISmartAiOcrPageResult[];
  raw: TRaw;
}

export interface ISmartAiOcrEngine {
  recognizeImage: (
    input: ISmartAiOcrImageInput,
    options?: ISmartAiMistralOcrRecognizeOptions
  ) => Promise<ISmartAiOcrResult<IMistralOcrResponse>>;
}

export interface IMistralOcrPageConfidenceScores {
  average_page_confidence_score?: number;
  averagePageConfidenceScore?: number;
  minimum_page_confidence_score?: number;
  minimumPageConfidenceScore?: number;
}

export interface IMistralOcrPageResponse {
  index: number;
  markdown: string;
  confidence_scores?: IMistralOcrPageConfidenceScores | null;
  confidenceScores?: IMistralOcrPageConfidenceScores | null;
}

export interface IMistralOcrResponse {
  pages: IMistralOcrPageResponse[];
  model: string;
  document_annotation?: unknown;
  documentAnnotation?: unknown;
  usage_info?: unknown;
  usageInfo?: unknown;
}

export interface IMistralOcrRequest {
  model: string;
  document: {
    type: 'image_url';
    image_url: string;
  };
  include_image_base64?: boolean;
  table_format?: TSmartAiMistralOcrTableFormat;
  extract_header?: boolean;
  extract_footer?: boolean;
  confidence_scores_granularity?: TSmartAiMistralOcrConfidenceScoresGranularity;
}

export interface ISmartAiMistralOcrTransport {
  process: (request: IMistralOcrRequest) => Promise<IMistralOcrResponse>;
}

export interface ISmartAiMistralOcrOptions {
  apiKey?: string;
  model?: string;
  endpointUrl?: string;
  transport?: ISmartAiMistralOcrTransport;
  includeImageBase64?: boolean;
  tableFormat?: TSmartAiMistralOcrTableFormat;
  extractHeader?: boolean;
  extractFooter?: boolean;
  confidenceScoresGranularity?: TSmartAiMistralOcrConfidenceScoresGranularity;
}

export interface ISmartAiMistralOcrRecognizeOptions {
  includeImageBase64?: boolean;
  tableFormat?: TSmartAiMistralOcrTableFormat;
  extractHeader?: boolean;
  extractFooter?: boolean;
  confidenceScoresGranularity?: TSmartAiMistralOcrConfidenceScoresGranularity;
}

const defaultMistralOcrModel = 'mistral-ocr-latest';
const defaultMistralOcrEndpointUrl = 'https://api.mistral.ai/v1/ocr';

const createMistralOcrHttpTransport = (options: {
  apiKey?: string;
  endpointUrl?: string;
}): ISmartAiMistralOcrTransport => {
  return {
    process: async (request) => {
      if (!options.apiKey) {
        throw new Error('Mistral OCR requires an apiKey when no custom transport is provided.');
      }

      const response = await fetch(options.endpointUrl ?? defaultMistralOcrEndpointUrl, {
        method: 'POST',
        headers: {
          Authorization: `Bearer ${options.apiKey}`,
          'Content-Type': 'application/json',
        },
        body: JSON.stringify(request),
      });

      if (!response.ok) {
        const errorBody = await response.text();
        throw new Error(`Mistral OCR request failed with status ${response.status}: ${errorBody}`);
      }

      return (await response.json()) as IMistralOcrResponse;
    },
  };
};

const getPageConfidence = (page: IMistralOcrPageResponse): number | undefined => {
  const confidenceScores = page.confidence_scores ?? page.confidenceScores;
  return (
    confidenceScores?.average_page_confidence_score ??
    confidenceScores?.averagePageConfidenceScore
  );
};

export const createMistralOcrEngine = (
  options: ISmartAiMistralOcrOptions = {}
): ISmartAiOcrEngine => {
  const transport =
    options.transport ??
    createMistralOcrHttpTransport({
      apiKey: options.apiKey,
      endpointUrl: options.endpointUrl,
    });
  const model = options.model ?? defaultMistralOcrModel;

  return {
    recognizeImage: async (input, recognizeOptions = {}) => {
      if (!input.dataBase64) {
        throw new Error('Mistral OCR image input requires dataBase64.');
      }
      if (!input.mimeType) {
        throw new Error('Mistral OCR image input requires mimeType.');
      }

      const response = await transport.process({
        model,
        document: {
          type: 'image_url',
          image_url: `data:${input.mimeType};base64,${input.dataBase64}`,
        },
        include_image_base64:
          recognizeOptions.includeImageBase64 ?? options.includeImageBase64 ?? false,
        table_format: recognizeOptions.tableFormat ?? options.tableFormat,
        extract_header: recognizeOptions.extractHeader ?? options.extractHeader,
        extract_footer: recognizeOptions.extractFooter ?? options.extractFooter,
        confidence_scores_granularity:
          recognizeOptions.confidenceScoresGranularity ?? options.confidenceScoresGranularity,
      });

      const pages = response.pages.map((page) => ({
        index: page.index,
        text: page.markdown,
        confidence: getPageConfidence(page),
      }));
      const pageConfidences = pages
        .map((page) => page.confidence)
        .filter((confidence): confidence is number => typeof confidence === 'number');
      const confidence = pageConfidences.length
        ? pageConfidences.reduce((sum, value) => sum + value, 0) / pageConfidences.length
        : undefined;

      return {
        text: pages.map((page) => page.text).join('\n\n').trim(),
        confidence,
        pages,
        raw: response,
      };
    },
  };
};