#!/usr/bin/env python3
"""
EXTRACTOR DE IMÁGENES DE DIAGRAMAS MOOG
Extrae las ilustraciones de suspensión/dirección de los PDFs MOOG
y las guarda como archivos de imagen mapeados a sus figure codes.
"""

import re
import sys
import io
import hashlib
from pathlib import Path

import pypdf

OUTPUT_DIR = Path(__file__).parent.parent.parent / 'dashboard' / 'static' / 'diagrams' / 'moog'

VOLUMES = {
    '1': {
        'path': '/tmp/catalogs/suspension/moog_vol1_1989back.pdf',
        'start_page': 3,
        'end_page': 1037,
        'label': 'Vol 1 (≤1989)',
    },
    '2': {
        'path': '/tmp/catalogs/suspension/moog_vol2_1990_2005.pdf',
        'start_page': 6,
        'end_page': 1641,
        'label': 'Vol 2 (1990-2005)',
    },
    '3': {
        'path': '/tmp/catalogs/suspension/moog_vol3_2006up.pdf',
        'start_page': 7,
        'end_page': 1089,
        'label': 'Vol 3 (2006+)',
    },
}

FIGURE_RE = re.compile(r'\b([FSR]\d{3})\b')


def extract_figure_codes(text):
    """Extract ordered unique figure codes from page text."""
    codes = []
    seen = set()
    for m in FIGURE_RE.finditer(text):
        code = m.group(1)
        if code not in seen:
            codes.append(code)
            seen.add(code)
    return codes


def extract_volume(vol_key, already_extracted):
    """Extract diagram images from one MOOG volume."""
    vol = VOLUMES[vol_key]
    print(f"\n--- Procesando {vol['label']} ---")
    print(f"    PDF: {vol['path']}")

    pdf = pypdf.PdfReader(vol['path'])
    total_pages = len(pdf.pages)
    end_page = min(vol['end_page'], total_pages - 1)

    extracted = 0
    skipped = 0
    errors = 0

    for page_idx in range(vol['start_page'], end_page + 1):
        if page_idx % 100 == 0:
            print(f"    Página {page_idx}/{end_page}... (extraídas: {extracted})")

        try:
            page = pdf.pages[page_idx]
            text = page.extract_text() or ''

            # Get figure codes from this page
            fig_codes = extract_figure_codes(text)
            if not fig_codes:
                continue

            # Filter out already-extracted codes
            needed_codes = [c for c in fig_codes if c not in already_extracted]
            if not needed_codes:
                skipped += len(fig_codes)
                continue

            # Extract images from page
            images = []
            try:
                for img_key in page.images:
                    img_data = img_key.data
                    # Filter by size - diagram images are >10KB typically
                    if len(img_data) > 5000:
                        images.append(img_data)
            except Exception:
                # Fallback: try to extract from xobjects directly
                try:
                    if '/XObject' in page['/Resources']:
                        xobjects = page['/Resources']['/XObject'].get_object()
                        for obj_name in sorted(xobjects.keys()):
                            xobj = xobjects[obj_name].get_object()
                            if xobj.get('/Subtype') == '/Image':
                                w = int(xobj.get('/Width', 0))
                                h = int(xobj.get('/Height', 0))
                                if w > 200 and h > 100:
                                    try:
                                        img_data = xobj.get_data()
                                        if len(img_data) > 5000:
                                            images.append(img_data)
                                    except Exception:
                                        pass
                except Exception:
                    pass

            if not images:
                continue

            # Match figure codes to images
            # Strategy: if same number of large images and figure codes, match 1:1 in order
            # If fewer images than codes, some codes share images (use first available)
            # If more images than codes, filter further by size
            for i, code in enumerate(needed_codes):
                if i < len(images):
                    img_data = images[i]
                    # Determine file extension from magic bytes
                    ext = 'jpg'
                    if img_data[:4] == b'\x89PNG':
                        ext = 'png'
                    elif img_data[:4] == b'\x00\x00\x00\x0c':
                        ext = 'jp2'

                    out_path = OUTPUT_DIR / f"{code}.{ext}"
                    out_path.write_bytes(img_data)
                    already_extracted.add(code)
                    extracted += 1

        except Exception as e:
            errors += 1
            if errors <= 5:
                print(f"    Error en página {page_idx}: {e}")

    print(f"    Resultado: {extracted} extraídas, {skipped} ya existentes, {errors} errores")
    return extracted


def main():
    volumes = sys.argv[1:] if len(sys.argv) > 1 else ['3', '2', '1']

    print("=" * 70)
    print("EXTRACTOR DE DIAGRAMAS MOOG")
    print("=" * 70)

    # Create output directory
    OUTPUT_DIR.mkdir(parents=True, exist_ok=True)
    print(f"Directorio de salida: {OUTPUT_DIR}")

    # Check what's already extracted
    already_extracted = set()
    for f in OUTPUT_DIR.iterdir():
        if f.suffix in ('.jpg', '.png', '.jp2'):
            already_extracted.add(f.stem)
    print(f"Ya extraídas: {len(already_extracted)}")

    total = 0
    for vol_key in volumes:
        if vol_key not in VOLUMES:
            print(f"Volumen {vol_key} no reconocido, saltando...")
            continue
        count = extract_volume(vol_key, already_extracted)
        total += count

    print(f"\n{'=' * 70}")
    print(f"EXTRACCIÓN COMPLETADA: {total} nuevas imágenes")
    print(f"Total en directorio: {len(list(OUTPUT_DIR.iterdir()))}")
    print(f"{'=' * 70}")


if __name__ == '__main__':
    main()