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Upload 4 files
Browse files- Dockerfile +18 -35
- main.py +472 -713
- packages.txt +1 -4
- requirements.txt +10 -33
Dockerfile
CHANGED
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@@ -1,48 +1,31 @@
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FROM python:3.
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WORKDIR /app
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# Install system dependencies (minimal)
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RUN apt-get update && \
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apt-get install -y \
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default-jre \
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curl \
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libreoffice-calc \
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libreoffice-java-common \
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libgl1 \
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libglib2.0-0 \
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&& apt-get clean && \
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rm -rf /var/lib/apt/lists/*
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#
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COPY requirements.txt .
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RUN pip install --no-cache-dir -
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COPY main.py .
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# Create folders
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RUN mkdir -p uploads outputs
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# Expose port
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EXPOSE 7860
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# Health check
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HEALTHCHECK --interval=30s --timeout=10s --start-period=10s --retries=3 \
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CMD curl -f http://localhost:7860/health || exit 1
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# Environment
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ENV FLASK_ENV=production
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ENV PYTHONUNBUFFERED=1
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CMD
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FROM python:3.10-slim
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RUN apt-get update && apt-get install -y --no-install-recommends \
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curl \
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&& apt-get clean \
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&& rm -rf /var/lib/apt/lists/*
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# Non-root user required by Hugging Face Spaces
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RUN useradd -m -u 1000 user
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USER user
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ENV HOME=/home/user \
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PATH=/home/user/.local/bin:$PATH
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WORKDIR /home/user/app
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COPY --chown=user requirements.txt .
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RUN pip install --no-cache-dir --upgrade pip && \
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pip install --no-cache-dir -r requirements.txt
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COPY --chown=user main.py .
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RUN mkdir -p uploads outputs
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EXPOSE 7860
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ENV PYTHONUNBUFFERED=1
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HEALTHCHECK --interval=30s --timeout=10s --start-period=20s --retries=3 \
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CMD curl -f http://localhost:7860/health || exit 1
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CMD ["python", "main.py"]
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main.py
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from flask import Flask, request, send_file, jsonify
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from flask_cors import CORS
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import fitz
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from docx import Document
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from docx.shared import Pt, RGBColor, Inches
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from docx.enum.text import WD_ALIGN_PARAGRAPH
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import
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from openpyxl import Workbook
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from openpyxl.styles import Font, Alignment, PatternFill
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import os
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import tempfile
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import logging
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import threading, time, requests
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from dotenv import load_dotenv
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from werkzeug.utils import secure_filename
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import subprocess
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import shutil
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import numpy as np
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from PIL import Image
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import onnxruntime as ort
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import io
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import base64
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############################################
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import numpy as np
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from PIL import Image
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import onnxruntime as ort
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import io
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import base64
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import urllib.parse
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import random
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import fitz
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from docx import Document
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from openpyxl import Workbook
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from pdf2docx import Converter
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import tempfile
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import
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import
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from flask_cors import CORS
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import base64
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from google import genai
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from google.genai import types
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from PIL import Image
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import threading, time, requests
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import os
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from dotenv import load_dotenv
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from werkzeug.utils import secure_filename
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basedir = os.path.abspath(os.path.dirname(__file__))
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load_dotenv(os.path.join(basedir, '.env'))
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# Upload and output folders
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UPLOAD_FOLDER = os.path.join(basedir, 'uploads')
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OUTPUT_FOLDER = os.path.join(basedir, 'outputs')
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os.makedirs(UPLOAD_FOLDER, exist_ok=True)
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os.makedirs(OUTPUT_FOLDER, exist_ok=True)
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app = Flask(__name__
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CORS(app)
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session = ort.InferenceSession('u2net.onnx')
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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logger.warning(f"LibreOffice check failed: {e}")
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# Background task for keeping service alive
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def preprocess(image: Image.Image):
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image = image.convert('RGB').resize((320, 320))
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img_np = np.array(image).astype(np.float32) / 255.0
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img_np = np.transpose(img_np, (2, 0, 1))
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img_np = np.expand_dims(img_np, axis=0)
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return img_np
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def postprocess(mask, orig_size):
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mask = mask.squeeze()
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mask = (mask - mask.min()) / (mask.max() - mask.min())
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mask = Image.fromarray((mask * 255).astype(np.uint8)).resize(orig_size)
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return mask
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def remove_background(image):
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input_tensor = preprocess(image)
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result = session.run(None, {'input.1': input_tensor})[0]
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mask = postprocess(result[0], image.size)
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image = image.convert("RGBA")
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datas = image.getdata()
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mask_data = mask.getdata()
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newData = [(r, g, b, m) for (r, g, b, a), m in zip(datas, mask_data)]
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image.putdata(newData)
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return image
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@app.route('/remove', methods=['POST'])
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def remove():
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file = request.files['image']
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img = Image.open(file.stream)
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output = remove_background(img)
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@app.route('/')
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def index():
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return jsonify({
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'service': 'AI One
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'version': '
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'endpoints':
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'/health': 'GET - Health check',
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'/bg_remove': 'GET - Background removal info',
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'/remove': 'POST - Remove background from image',
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'/pdf-to-word': 'POST - Convert PDF to Word (DOCX)',
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'/pdf-to-excel': 'POST - Convert PDF to Excel (XLSX)',
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'/compress': 'POST - Compress PDF file'
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},
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'features': {
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'background_removal': 'Remove background from images using U2-Net',
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'pdf_to_word': 'Convert PDF with formatting preservation',
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'pdf_to_excel': 'Extract tables from PDF to Excel',
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'pdf_compress': 'Compress PDF files with quality presets'
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}
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})
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@app.route('/health')
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def health():
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return jsonify({
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'status': 'healthy',
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'
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'endpoints_available': ['pdf-to-word', 'pdf-to-excel', 'compress'] + (['bg_remove', 'remove'] if BACKGROUND_REMOVAL_AVAILABLE and session else []),
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'features': {
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'pdf_to_word': True,
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'pdf_to_excel': True,
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'pdf_compress': True,
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'background_removal': BACKGROUND_REMOVAL_AVAILABLE and session is not None,
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'libreoffice_conversion': LIBREOFFICE_AVAILABLE
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}
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})
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@app.route('/pdf-to-word', methods=['POST'])
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def pdf_to_word():
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temp_pdf = None
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temp_docx = None
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try:
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if 'pdf' not in request.files:
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return jsonify({'error': 'No PDF file provided'}), 400
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if pdf_file.filename == '':
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return jsonify({'error': 'Empty filename'}), 400
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if not pdf_file.filename.lower().endswith('.pdf'):
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return jsonify({'error': 'File must be a PDF'}), 400
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# Save uploaded PDF to temp file
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temp_pdf = tempfile.NamedTemporaryFile(delete=False, suffix='.pdf')
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temp_pdf.close()
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logger.info(f"Processing PDF to Word: {pdf_file.filename}")
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# Try LibreOffice conversion first (best quality)
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if LIBREOFFICE_AVAILABLE:
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try:
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# Create output directory
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output_dir = tempfile.mkdtemp()
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# Use LibreOffice headless mode for conversion
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cmd = [
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'libreoffice',
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'--headless',
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'--convert-to', 'docx',
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'--outdir', output_dir,
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temp_pdf.name
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]
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result = subprocess.run(cmd, capture_output=True, text=True, timeout=60)
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# LibreOffice creates file with original name + .docx
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pdf_basename = os.path.basename(temp_pdf.name)
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converted_file = os.path.join(output_dir, os.path.splitext(pdf_basename)[0] + '.docx')
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if os.path.exists(converted_file) and os.path.getsize(converted_file) > 0:
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logger.info(f"LibreOffice conversion successful: {converted_file}")
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response = send_file(
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converted_file,
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mimetype='application/vnd.openxmlformats-officedocument.wordprocessingml.document',
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as_attachment=True,
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download_name='converted.docx'
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)
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# Cleanup
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try:
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shutil.rmtree(output_dir)
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except:
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pass
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return response
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else:
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logger.warning(f"LibreOffice conversion failed: {result.stderr}")
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# Cleanup
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try:
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shutil.rmtree(output_dir)
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except:
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pass
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except Exception as lo_error:
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logger.warning(f"LibreOffice conversion error: {lo_error}")
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# Fallback to PyMuPDF method
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logger.info("Using PyMuPDF fallback conversion")
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# Open PDF with PyMuPDF
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doc = fitz.open(temp_pdf.name)
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word_doc = Document()
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#
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section.top_margin = Inches(0.5)
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section.bottom_margin = Inches(0.5)
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section.left_margin = Inches(0.
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section.right_margin = Inches(0.
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#
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# Get page dimensions
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page_width = page.rect.width
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for block in blocks:
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if block["type"] == 0:
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for line in lines:
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else:
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# Process each span (text with same formatting)
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for span in line.get("spans", []):
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text = span.get("text", "")
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if not text
|
| 303 |
continue
|
| 304 |
-
|
| 305 |
-
|
| 306 |
-
|
| 307 |
-
|
| 308 |
-
|
| 309 |
-
|
| 310 |
-
|
| 311 |
-
|
| 312 |
-
|
| 313 |
-
|
| 314 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 315 |
try:
|
| 316 |
-
run.font.name =
|
| 317 |
-
except:
|
| 318 |
-
run.font.name =
|
| 319 |
-
|
| 320 |
-
|
| 321 |
-
|
| 322 |
-
|
|
|
|
|
|
|
| 323 |
flags = span.get("flags", 0)
|
| 324 |
-
|
| 325 |
-
|
| 326 |
-
|
| 327 |
-
|
| 328 |
-
|
| 329 |
-
|
| 330 |
-
|
| 331 |
-
# Font color
|
| 332 |
-
color = span.get("color", 0)
|
| 333 |
-
if color != 0:
|
| 334 |
-
r = (color >> 16) & 0xFF
|
| 335 |
-
g = (color >> 8) & 0xFF
|
| 336 |
-
b = color & 0xFF
|
| 337 |
-
try:
|
| 338 |
-
run.font.color.rgb = RGBColor(r, g, b)
|
| 339 |
-
except:
|
| 340 |
-
pass
|
| 341 |
-
|
| 342 |
-
# Add spacing between paragraphs
|
| 343 |
-
paragraph.paragraph_format.space_after = Pt(0)
|
| 344 |
-
paragraph.paragraph_format.space_before = Pt(0)
|
| 345 |
-
|
| 346 |
-
elif block["type"] == 1: # Image block
|
| 347 |
-
try:
|
| 348 |
-
# Get image reference
|
| 349 |
-
image_info = block.get("image")
|
| 350 |
-
if image_info:
|
| 351 |
-
xref = image_info
|
| 352 |
-
else:
|
| 353 |
-
xref = block.get("xref", 0)
|
| 354 |
-
|
| 355 |
-
if xref and xref > 0:
|
| 356 |
-
try:
|
| 357 |
-
# Extract image from PDF
|
| 358 |
-
base_image = doc.extract_image(xref)
|
| 359 |
-
image_bytes = base_image["image"]
|
| 360 |
-
image_ext = base_image.get("ext", "png")
|
| 361 |
-
|
| 362 |
-
# Get image dimensions from block bbox
|
| 363 |
-
bbox = block.get("bbox", [0, 0, 0, 0])
|
| 364 |
-
img_width = bbox[2] - bbox[0]
|
| 365 |
-
img_height = bbox[3] - bbox[1]
|
| 366 |
-
|
| 367 |
-
# Save image to temp file
|
| 368 |
-
temp_img = tempfile.NamedTemporaryFile(delete=False, suffix=f".{image_ext}")
|
| 369 |
-
temp_img.write(image_bytes)
|
| 370 |
-
temp_img.close()
|
| 371 |
-
|
| 372 |
-
# Add image to Word document
|
| 373 |
-
try:
|
| 374 |
-
# Convert PDF points to inches (72 points = 1 inch)
|
| 375 |
-
width_inches = img_width / 72
|
| 376 |
-
height_inches = img_height / 72
|
| 377 |
-
|
| 378 |
-
# Limit max width to 6.5 inches (standard page width with margins)
|
| 379 |
-
if width_inches > 6.5:
|
| 380 |
-
ratio = 6.5 / width_inches
|
| 381 |
-
width_inches = 6.5
|
| 382 |
-
height_inches = height_inches * ratio
|
| 383 |
-
|
| 384 |
-
word_doc.add_picture(temp_img.name, width=Inches(width_inches))
|
| 385 |
-
logger.info(f"Added image: {width_inches:.2f}x{height_inches:.2f} inches")
|
| 386 |
-
|
| 387 |
-
# Add spacing after image
|
| 388 |
-
word_doc.add_paragraph()
|
| 389 |
-
except Exception as img_add_error:
|
| 390 |
-
logger.error(f"Failed to add image to document: {img_add_error}")
|
| 391 |
-
|
| 392 |
-
# Clean up temp image
|
| 393 |
try:
|
| 394 |
-
|
| 395 |
-
except:
|
| 396 |
pass
|
| 397 |
-
|
| 398 |
-
|
| 399 |
-
|
| 400 |
-
|
| 401 |
-
|
| 402 |
-
|
| 403 |
-
|
| 404 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 405 |
if page_num < len(doc) - 1:
|
| 406 |
word_doc.add_page_break()
|
| 407 |
-
|
| 408 |
doc.close()
|
| 409 |
-
|
| 410 |
-
# Save Word document
|
| 411 |
temp_docx = tempfile.NamedTemporaryFile(delete=False, suffix='.docx')
|
| 412 |
word_doc.save(temp_docx.name)
|
| 413 |
temp_docx.close()
|
| 414 |
-
|
| 415 |
-
|
| 416 |
-
|
| 417 |
-
# Send file
|
| 418 |
-
response = send_file(
|
| 419 |
temp_docx.name,
|
| 420 |
mimetype='application/vnd.openxmlformats-officedocument.wordprocessingml.document',
|
| 421 |
as_attachment=True,
|
| 422 |
download_name='converted.docx'
|
| 423 |
)
|
| 424 |
-
|
| 425 |
-
return response
|
| 426 |
-
|
| 427 |
except Exception as e:
|
| 428 |
-
logger.error(f"
|
| 429 |
-
|
| 430 |
-
logger.error(traceback.format_exc())
|
| 431 |
-
return jsonify({'error': f'Conversion failed: {str(e)}'}), 500
|
| 432 |
-
|
| 433 |
finally:
|
| 434 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 435 |
try:
|
| 436 |
if temp_pdf and os.path.exists(temp_pdf.name):
|
| 437 |
os.unlink(temp_pdf.name)
|
| 438 |
-
except Exception
|
| 439 |
-
|
|
|
|
| 440 |
|
| 441 |
@app.route('/pdf-to-excel', methods=['POST'])
|
| 442 |
def pdf_to_excel():
|
| 443 |
temp_pdf = None
|
| 444 |
-
|
| 445 |
-
|
| 446 |
try:
|
| 447 |
if 'pdf' not in request.files:
|
| 448 |
return jsonify({'error': 'No PDF file provided'}), 400
|
| 449 |
-
|
| 450 |
-
|
| 451 |
-
|
| 452 |
-
if pdf_file.filename == '':
|
| 453 |
-
return jsonify({'error': 'Empty filename'}), 400
|
| 454 |
-
|
| 455 |
-
if not pdf_file.filename.lower().endswith('.pdf'):
|
| 456 |
return jsonify({'error': 'File must be a PDF'}), 400
|
| 457 |
-
|
| 458 |
-
# Save uploaded PDF to temp file
|
| 459 |
temp_pdf = tempfile.NamedTemporaryFile(delete=False, suffix='.pdf')
|
| 460 |
-
|
| 461 |
temp_pdf.close()
|
| 462 |
-
|
| 463 |
-
|
| 464 |
-
|
| 465 |
-
# Try LibreOffice conversion first (best quality)
|
| 466 |
-
if LIBREOFFICE_AVAILABLE:
|
| 467 |
-
try:
|
| 468 |
-
# Create output directory
|
| 469 |
-
output_dir = tempfile.mkdtemp()
|
| 470 |
-
|
| 471 |
-
# Use LibreOffice headless mode for conversion
|
| 472 |
-
cmd = [
|
| 473 |
-
'libreoffice',
|
| 474 |
-
'--headless',
|
| 475 |
-
'--convert-to', 'xlsx',
|
| 476 |
-
'--outdir', output_dir,
|
| 477 |
-
temp_pdf.name
|
| 478 |
-
]
|
| 479 |
-
|
| 480 |
-
result = subprocess.run(cmd, capture_output=True, text=True, timeout=60)
|
| 481 |
-
|
| 482 |
-
# LibreOffice creates file with original name + .xlsx
|
| 483 |
-
pdf_basename = os.path.basename(temp_pdf.name)
|
| 484 |
-
converted_file = os.path.join(output_dir, os.path.splitext(pdf_basename)[0] + '.xlsx')
|
| 485 |
-
|
| 486 |
-
if os.path.exists(converted_file) and os.path.getsize(converted_file) > 0:
|
| 487 |
-
logger.info(f"LibreOffice conversion successful: {converted_file}")
|
| 488 |
-
|
| 489 |
-
response = send_file(
|
| 490 |
-
converted_file,
|
| 491 |
-
mimetype='application/vnd.openxmlformats-officedocument.spreadsheetml.sheet',
|
| 492 |
-
as_attachment=True,
|
| 493 |
-
download_name='converted.xlsx'
|
| 494 |
-
)
|
| 495 |
-
|
| 496 |
-
# Cleanup
|
| 497 |
-
try:
|
| 498 |
-
shutil.rmtree(output_dir)
|
| 499 |
-
except:
|
| 500 |
-
pass
|
| 501 |
-
|
| 502 |
-
return response
|
| 503 |
-
else:
|
| 504 |
-
logger.warning(f"LibreOffice conversion failed: {result.stderr}")
|
| 505 |
-
# Cleanup
|
| 506 |
-
try:
|
| 507 |
-
shutil.rmtree(output_dir)
|
| 508 |
-
except:
|
| 509 |
-
pass
|
| 510 |
-
except Exception as lo_error:
|
| 511 |
-
logger.warning(f"LibreOffice conversion error: {lo_error}")
|
| 512 |
-
|
| 513 |
-
# Fallback to tabula + PyMuPDF method
|
| 514 |
-
logger.info("Using tabula/PyMuPDF fallback conversion")
|
| 515 |
-
|
| 516 |
-
# Create Excel workbook
|
| 517 |
wb = Workbook()
|
| 518 |
-
wb.remove(wb.active)
|
| 519 |
-
|
| 520 |
-
|
| 521 |
-
|
| 522 |
-
|
| 523 |
-
|
| 524 |
-
|
| 525 |
-
|
| 526 |
-
|
| 527 |
-
|
| 528 |
-
|
| 529 |
-
|
| 530 |
-
|
| 531 |
-
)
|
| 532 |
-
|
| 533 |
-
|
| 534 |
-
|
| 535 |
-
|
| 536 |
-
|
| 537 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 538 |
continue
|
| 539 |
-
|
| 540 |
-
|
| 541 |
-
|
| 542 |
-
|
| 543 |
-
|
| 544 |
-
|
| 545 |
-
|
| 546 |
-
|
| 547 |
-
|
| 548 |
-
|
| 549 |
-
|
| 550 |
-
|
| 551 |
-
|
| 552 |
-
|
| 553 |
-
|
| 554 |
-
|
| 555 |
-
|
| 556 |
-
|
| 557 |
-
|
| 558 |
-
|
| 559 |
-
|
| 560 |
-
|
| 561 |
-
|
| 562 |
-
|
| 563 |
-
|
| 564 |
-
|
| 565 |
-
|
| 566 |
-
|
| 567 |
-
|
| 568 |
-
|
| 569 |
-
max_length = 0
|
| 570 |
-
column_letter = column[0].column_letter
|
| 571 |
-
for cell in column:
|
| 572 |
-
try:
|
| 573 |
-
if cell.value:
|
| 574 |
-
max_length = max(max_length, len(str(cell.value)))
|
| 575 |
-
except:
|
| 576 |
-
pass
|
| 577 |
-
adjusted_width = min(max(max_length + 2, 10), 50)
|
| 578 |
-
ws.column_dimensions[column_letter].width = adjusted_width
|
| 579 |
-
|
| 580 |
-
# Add borders to all cells
|
| 581 |
-
from openpyxl.styles import Border, Side
|
| 582 |
-
thin_border = Border(
|
| 583 |
-
left=Side(style='thin'),
|
| 584 |
-
right=Side(style='thin'),
|
| 585 |
-
top=Side(style='thin'),
|
| 586 |
-
bottom=Side(style='thin')
|
| 587 |
-
)
|
| 588 |
-
for row in ws.iter_rows():
|
| 589 |
-
for cell in row:
|
| 590 |
-
cell.border = thin_border
|
| 591 |
-
|
| 592 |
-
tables_extracted = True
|
| 593 |
-
logger.info(f"Successfully extracted {len(tables)} tables")
|
| 594 |
-
except Exception as table_error:
|
| 595 |
-
logger.warning(f"Lattice table extraction failed: {table_error}")
|
| 596 |
-
|
| 597 |
-
# Try stream mode if lattice failed
|
| 598 |
-
if not tables_extracted:
|
| 599 |
-
try:
|
| 600 |
-
tables = tabula.read_pdf(
|
| 601 |
-
temp_pdf.name,
|
| 602 |
-
pages='all',
|
| 603 |
-
multiple_tables=True,
|
| 604 |
-
stream=True, # Better for tables without borders
|
| 605 |
-
guess=True
|
| 606 |
-
)
|
| 607 |
-
|
| 608 |
-
if tables and len(tables) > 0:
|
| 609 |
-
logger.info(f"Found {len(tables)} tables using stream mode")
|
| 610 |
-
|
| 611 |
-
for idx, df in enumerate(tables):
|
| 612 |
-
if df.empty:
|
| 613 |
-
continue
|
| 614 |
-
|
| 615 |
-
sheet_name = f"Table_{idx + 1}"
|
| 616 |
-
ws = wb.create_sheet(title=sheet_name)
|
| 617 |
-
|
| 618 |
-
# Write data
|
| 619 |
-
for row_idx, row in enumerate(df.values, start=1):
|
| 620 |
-
for col_idx, value in enumerate(row, start=1):
|
| 621 |
-
cell = ws.cell(row=row_idx, column=col_idx)
|
| 622 |
-
if value is not None and str(value).strip():
|
| 623 |
-
cell.value = str(value)
|
| 624 |
-
|
| 625 |
-
if row_idx == 1:
|
| 626 |
-
cell.font = Font(bold=True, size=11)
|
| 627 |
-
cell.fill = PatternFill(start_color="E0E0E0", end_color="E0E0E0", fill_type="solid")
|
| 628 |
-
cell.alignment = Alignment(horizontal='center', vertical='center')
|
| 629 |
-
else:
|
| 630 |
-
cell.alignment = Alignment(horizontal='left', vertical='top', wrap_text=True)
|
| 631 |
-
|
| 632 |
-
# Auto-adjust columns
|
| 633 |
-
for column in ws.columns:
|
| 634 |
-
max_length = 0
|
| 635 |
-
column_letter = column[0].column_letter
|
| 636 |
-
for cell in column:
|
| 637 |
-
try:
|
| 638 |
-
if cell.value:
|
| 639 |
-
max_length = max(max_length, len(str(cell.value)))
|
| 640 |
-
except:
|
| 641 |
-
pass
|
| 642 |
-
adjusted_width = min(max(max_length + 2, 10), 50)
|
| 643 |
-
ws.column_dimensions[column_letter].width = adjusted_width
|
| 644 |
-
|
| 645 |
-
tables_extracted = True
|
| 646 |
-
logger.info(f"Successfully extracted {len(tables)} tables with stream mode")
|
| 647 |
-
except Exception as stream_error:
|
| 648 |
-
logger.warning(f"Stream table extraction failed: {stream_error}")
|
| 649 |
-
|
| 650 |
-
# Fallback: Extract text using PyMuPDF if no tables found
|
| 651 |
-
if not tables_extracted:
|
| 652 |
-
logger.info("No tables found, extracting text content")
|
| 653 |
-
|
| 654 |
-
doc = fitz.open(temp_pdf.name)
|
| 655 |
-
|
| 656 |
-
for page_num in range(len(doc)):
|
| 657 |
-
page = doc[page_num]
|
| 658 |
-
text = page.get_text()
|
| 659 |
-
|
| 660 |
-
if not text.strip():
|
| 661 |
-
continue
|
| 662 |
-
|
| 663 |
-
sheet_name = f"Page_{page_num + 1}"
|
| 664 |
-
ws = wb.create_sheet(title=sheet_name)
|
| 665 |
-
|
| 666 |
-
# Split text into lines and write to Excel
|
| 667 |
-
lines = text.split('\n')
|
| 668 |
-
for row_idx, line in enumerate(lines, start=1):
|
| 669 |
-
if line.strip():
|
| 670 |
-
# Try to detect columns by splitting on multiple spaces
|
| 671 |
-
columns = [col.strip() for col in line.split(' ') if col.strip()]
|
| 672 |
-
|
| 673 |
-
if len(columns) > 1:
|
| 674 |
-
# Multiple columns detected
|
| 675 |
-
for col_idx, col_text in enumerate(columns, start=1):
|
| 676 |
-
cell = ws.cell(row=row_idx, column=col_idx, value=col_text)
|
| 677 |
-
cell.alignment = Alignment(horizontal='left', vertical='top', wrap_text=True)
|
| 678 |
-
else:
|
| 679 |
-
# Single column
|
| 680 |
-
cell = ws.cell(row=row_idx, column=1, value=line.strip())
|
| 681 |
-
cell.alignment = Alignment(horizontal='left', vertical='top', wrap_text=True)
|
| 682 |
-
|
| 683 |
-
# Auto-adjust column widths
|
| 684 |
-
for column in ws.columns:
|
| 685 |
-
max_length = 0
|
| 686 |
-
column_letter = column[0].column_letter
|
| 687 |
-
for cell in column:
|
| 688 |
-
try:
|
| 689 |
-
if cell.value:
|
| 690 |
-
max_length = max(max_length, len(str(cell.value)))
|
| 691 |
-
except:
|
| 692 |
-
pass
|
| 693 |
-
adjusted_width = min(max(max_length + 2, 10), 100)
|
| 694 |
-
ws.column_dimensions[column_letter].width = adjusted_width
|
| 695 |
-
|
| 696 |
-
doc.close()
|
| 697 |
-
logger.info(f"Extracted text from {len(doc)} pages")
|
| 698 |
-
|
| 699 |
-
# If no sheets were created, add a default message
|
| 700 |
-
if len(wb.sheetnames) == 0:
|
| 701 |
-
ws = wb.create_sheet(title="Data")
|
| 702 |
-
ws['A1'] = "No data could be extracted from the PDF"
|
| 703 |
ws['A1'].font = Font(bold=True)
|
| 704 |
-
|
| 705 |
-
|
| 706 |
-
|
| 707 |
-
|
| 708 |
-
|
| 709 |
-
|
| 710 |
-
|
| 711 |
-
|
| 712 |
-
# Send file
|
| 713 |
-
response = send_file(
|
| 714 |
-
temp_excel.name,
|
| 715 |
mimetype='application/vnd.openxmlformats-officedocument.spreadsheetml.sheet',
|
| 716 |
as_attachment=True,
|
| 717 |
download_name='converted.xlsx'
|
| 718 |
)
|
| 719 |
-
|
| 720 |
-
return response
|
| 721 |
-
|
| 722 |
except Exception as e:
|
| 723 |
-
logger.error(f"
|
| 724 |
-
|
| 725 |
-
logger.error(traceback.format_exc())
|
| 726 |
-
return jsonify({'error': f'Conversion failed: {str(e)}'}), 500
|
| 727 |
-
|
| 728 |
finally:
|
| 729 |
-
# Cleanup temp files after response is sent
|
| 730 |
try:
|
| 731 |
if temp_pdf and os.path.exists(temp_pdf.name):
|
| 732 |
os.unlink(temp_pdf.name)
|
| 733 |
-
except Exception
|
| 734 |
-
|
| 735 |
-
|
| 736 |
-
def compress_pdf(input_path, output_path, preset="medium", target_kb=None):
|
| 737 |
-
doc = fitz.open(input_path)
|
| 738 |
-
|
| 739 |
-
preset_options = {
|
| 740 |
-
"low": {"garbage": 3, "deflate": True, "clean": True},
|
| 741 |
-
"medium": {"garbage": 2, "deflate": True, "clean": True},
|
| 742 |
-
"high": {"garbage": 1, "deflate": True, "clean": True},
|
| 743 |
-
}
|
| 744 |
-
opts = preset_options.get(preset, preset_options["medium"])
|
| 745 |
-
|
| 746 |
-
if target_kb:
|
| 747 |
-
step = 10
|
| 748 |
-
zoom = 1.0
|
| 749 |
-
while True:
|
| 750 |
-
new_doc = fitz.open()
|
| 751 |
-
for page in doc:
|
| 752 |
-
pix = page.get_pixmap(matrix=fitz.Matrix(zoom, zoom))
|
| 753 |
-
rect = fitz.Rect(0, 0, pix.width, pix.height)
|
| 754 |
-
new_page = new_doc.new_page(width=pix.width, height=pix.height)
|
| 755 |
-
new_page.insert_image(rect, pixmap=pix)
|
| 756 |
-
|
| 757 |
-
new_doc.save(output_path, **opts)
|
| 758 |
-
size_kb = os.path.getsize(output_path) / 1024
|
| 759 |
-
new_doc.close()
|
| 760 |
-
|
| 761 |
-
if size_kb <= target_kb or zoom <= 0.3:
|
| 762 |
-
break
|
| 763 |
-
zoom -= 0.1
|
| 764 |
-
else:
|
| 765 |
-
doc.save(output_path, **opts)
|
| 766 |
-
|
| 767 |
-
doc.close()
|
| 768 |
|
| 769 |
@app.route('/compress', methods=['POST', 'GET'])
|
| 770 |
def compress():
|
| 771 |
-
if request.method == '
|
| 772 |
-
|
| 773 |
-
|
| 774 |
-
|
| 775 |
-
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| 776 |
-
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| 777 |
-
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| 778 |
-
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| 779 |
-
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| 780 |
-
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| 781 |
-
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| 782 |
-
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| 783 |
-
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| 784 |
-
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| 785 |
-
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| 786 |
-
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| 787 |
-
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| 788 |
-
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| 789 |
-
|
| 790 |
-
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| 791 |
-
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| 792 |
-
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| 793 |
-
|
| 794 |
-
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| 795 |
-
|
| 796 |
-
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| 797 |
-
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| 798 |
-
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| 799 |
-
|
| 800 |
-
|
| 801 |
-
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| 802 |
-
|
| 803 |
-
|
| 804 |
-
|
| 805 |
-
|
| 806 |
-
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| 807 |
-
|
| 808 |
-
|
| 809 |
-
|
| 810 |
-
|
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|
|
|
|
|
|
|
| 811 |
|
| 812 |
-
@app.route(
|
| 813 |
def download(filename):
|
| 814 |
try:
|
| 815 |
-
|
| 816 |
-
|
| 817 |
-
|
| 818 |
-
|
| 819 |
-
return jsonify({"error": "File not found"}), 404
|
| 820 |
|
| 821 |
if __name__ == '__main__':
|
| 822 |
-
|
| 823 |
-
thread = threading.Thread(target=background_task, daemon=True)
|
| 824 |
-
thread.start()
|
| 825 |
-
|
| 826 |
port = int(os.environ.get('PORT', 7860))
|
| 827 |
-
logger.info(f"Starting
|
| 828 |
app.run(host='0.0.0.0', port=port, debug=False)
|
| 829 |
-
|
|
|
|
|
|
|
| 1 |
from flask import Flask, request, send_file, jsonify
|
| 2 |
from flask_cors import CORS
|
| 3 |
+
import fitz
|
| 4 |
from docx import Document
|
| 5 |
+
from docx.shared import Pt, RGBColor, Inches, Emu
|
| 6 |
from docx.enum.text import WD_ALIGN_PARAGRAPH
|
| 7 |
+
from docx.oxml.ns import qn
|
| 8 |
+
from docx.oxml import OxmlElement
|
| 9 |
from openpyxl import Workbook
|
| 10 |
+
from openpyxl.styles import Font, Alignment, PatternFill, Border, Side
|
| 11 |
import os
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 12 |
import io
|
| 13 |
import base64
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 14 |
import tempfile
|
| 15 |
+
import logging
|
| 16 |
+
import threading
|
| 17 |
+
import time
|
| 18 |
+
import requests
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 19 |
from dotenv import load_dotenv
|
| 20 |
from werkzeug.utils import secure_filename
|
| 21 |
|
| 22 |
+
try:
|
| 23 |
+
import numpy as np
|
| 24 |
+
from PIL import Image
|
| 25 |
+
import onnxruntime as ort
|
| 26 |
+
BG_AVAILABLE = True
|
| 27 |
+
except ImportError:
|
| 28 |
+
BG_AVAILABLE = False
|
| 29 |
|
| 30 |
basedir = os.path.abspath(os.path.dirname(__file__))
|
| 31 |
load_dotenv(os.path.join(basedir, '.env'))
|
| 32 |
|
|
|
|
| 33 |
UPLOAD_FOLDER = os.path.join(basedir, 'uploads')
|
| 34 |
OUTPUT_FOLDER = os.path.join(basedir, 'outputs')
|
| 35 |
os.makedirs(UPLOAD_FOLDER, exist_ok=True)
|
| 36 |
os.makedirs(OUTPUT_FOLDER, exist_ok=True)
|
| 37 |
|
| 38 |
+
app = Flask(__name__)
|
| 39 |
CORS(app)
|
|
|
|
|
|
|
| 40 |
|
| 41 |
logging.basicConfig(level=logging.INFO)
|
| 42 |
logger = logging.getLogger(__name__)
|
| 43 |
|
| 44 |
+
session = None
|
| 45 |
+
if BG_AVAILABLE:
|
| 46 |
+
try:
|
| 47 |
+
model_path = os.path.join(basedir, 'u2net.onnx')
|
| 48 |
+
if os.path.exists(model_path):
|
| 49 |
+
session = ort.InferenceSession(model_path)
|
| 50 |
+
logger.info("ONNX model loaded")
|
| 51 |
+
except Exception as e:
|
| 52 |
+
logger.warning(f"ONNX not loaded: {e}")
|
| 53 |
|
| 54 |
|
| 55 |
+
def background_ping():
|
| 56 |
+
while True:
|
| 57 |
+
try:
|
| 58 |
+
url = os.environ.get('url')
|
| 59 |
+
if url:
|
| 60 |
+
requests.get(url, timeout=10)
|
| 61 |
+
except Exception:
|
| 62 |
+
pass
|
| 63 |
+
time.sleep(300)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 64 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 65 |
|
| 66 |
+
# ── helpers ──────────────────────────────────────────────────────────────────
|
| 67 |
+
|
| 68 |
+
def set_cell_border(cell):
|
| 69 |
+
tc = cell._tc
|
| 70 |
+
tcPr = tc.get_or_add_tcPr()
|
| 71 |
+
tcBorders = OxmlElement('w:tcBorders')
|
| 72 |
+
for edge in ('top', 'left', 'bottom', 'right'):
|
| 73 |
+
el = OxmlElement(f'w:{edge}')
|
| 74 |
+
el.set(qn('w:val'), 'single')
|
| 75 |
+
el.set(qn('w:sz'), '4')
|
| 76 |
+
el.set(qn('w:color'), '000000')
|
| 77 |
+
tcBorders.append(el)
|
| 78 |
+
tcPr.append(tcBorders)
|
| 79 |
+
|
| 80 |
|
| 81 |
+
def pt_to_emu(pt):
|
| 82 |
+
return int(pt * 12700)
|
| 83 |
+
|
| 84 |
+
|
| 85 |
+
def detect_tables(page):
|
| 86 |
+
"""Detect table regions using line analysis."""
|
| 87 |
+
tables = []
|
| 88 |
+
try:
|
| 89 |
+
paths = page.get_drawings()
|
| 90 |
+
rects = [p['rect'] for p in paths if p.get('rect') and p['rect'].width > 10 and p['rect'].height > 10]
|
| 91 |
+
if len(rects) > 3:
|
| 92 |
+
# Cluster overlapping rects into table regions
|
| 93 |
+
merged = []
|
| 94 |
+
for r in rects:
|
| 95 |
+
found = False
|
| 96 |
+
for m in merged:
|
| 97 |
+
if abs(r.x0 - m.x0) < 50 and abs(r.y0 - m.y0) < 100:
|
| 98 |
+
m.x0 = min(m.x0, r.x0)
|
| 99 |
+
m.y0 = min(m.y0, r.y0)
|
| 100 |
+
m.x1 = max(m.x1, r.x1)
|
| 101 |
+
m.y1 = max(m.y1, r.y1)
|
| 102 |
+
found = True
|
| 103 |
+
break
|
| 104 |
+
if not found:
|
| 105 |
+
merged.append(fitz.Rect(r))
|
| 106 |
+
tables = [r for r in merged if r.width > 50 and r.height > 20]
|
| 107 |
+
except Exception:
|
| 108 |
+
pass
|
| 109 |
+
return tables
|
| 110 |
+
|
| 111 |
+
|
| 112 |
+
def extract_table_data(page, table_rect):
|
| 113 |
+
"""Extract text from table region grouped by rows/cols."""
|
| 114 |
+
words = page.get_text("words", clip=table_rect)
|
| 115 |
+
if not words:
|
| 116 |
+
return []
|
| 117 |
+
words.sort(key=lambda w: (round(w[1] / 5) * 5, w[0]))
|
| 118 |
+
rows = {}
|
| 119 |
+
for w in words:
|
| 120 |
+
row_key = round(w[1] / 8) * 8
|
| 121 |
+
rows.setdefault(row_key, []).append(w)
|
| 122 |
+
return [sorted(r, key=lambda w: w[0]) for r in sorted(rows.values(), key=lambda r: r[0][1])]
|
| 123 |
+
|
| 124 |
+
|
| 125 |
+
# ── routes ────────────────────────────────────────────────────────────────────
|
| 126 |
|
| 127 |
@app.route('/')
|
| 128 |
def index():
|
| 129 |
return jsonify({
|
| 130 |
+
'service': 'AI One API',
|
| 131 |
+
'version': '3.0',
|
| 132 |
+
'endpoints': ['/health', '/pdf-to-word', '/pdf-to-excel', '/compress', '/remove']
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 133 |
})
|
| 134 |
|
| 135 |
+
|
| 136 |
@app.route('/health')
|
| 137 |
def health():
|
| 138 |
return jsonify({
|
| 139 |
'status': 'healthy',
|
| 140 |
+
'background_removal': BG_AVAILABLE and session is not None
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 141 |
})
|
| 142 |
|
| 143 |
|
| 144 |
+
@app.route('/remove', methods=['POST'])
|
| 145 |
+
def remove():
|
| 146 |
+
if not BG_AVAILABLE or session is None:
|
| 147 |
+
return jsonify({'error': 'Background removal not available'}), 503
|
| 148 |
+
try:
|
| 149 |
+
if 'image' not in request.files:
|
| 150 |
+
return jsonify({'error': 'No image provided'}), 400
|
| 151 |
+
img = Image.open(request.files['image'].stream)
|
| 152 |
+
orig_size = img.size
|
| 153 |
+
inp = img.convert('RGB').resize((320, 320))
|
| 154 |
+
arr = np.expand_dims(np.transpose(np.array(inp).astype(np.float32) / 255.0, (2, 0, 1)), 0)
|
| 155 |
+
mask = session.run(None, {'input.1': arr})[0][0].squeeze()
|
| 156 |
+
mask = (mask - mask.min()) / (mask.max() - mask.min())
|
| 157 |
+
mask = Image.fromarray((mask * 255).astype(np.uint8)).resize(orig_size)
|
| 158 |
+
out = img.convert('RGBA')
|
| 159 |
+
out.putdata([(r, g, b, m) for (r, g, b, a), m in zip(out.getdata(), mask.getdata())])
|
| 160 |
+
buf = io.BytesIO()
|
| 161 |
+
out.save(buf, format='PNG')
|
| 162 |
+
return jsonify({'image': 'data:image/png;base64,' + base64.b64encode(buf.getvalue()).decode()})
|
| 163 |
+
except Exception as e:
|
| 164 |
+
return jsonify({'error': str(e)}), 500
|
| 165 |
+
|
| 166 |
+
|
| 167 |
@app.route('/pdf-to-word', methods=['POST'])
|
| 168 |
def pdf_to_word():
|
| 169 |
temp_pdf = None
|
| 170 |
temp_docx = None
|
| 171 |
+
img_temps = []
|
| 172 |
try:
|
| 173 |
if 'pdf' not in request.files:
|
| 174 |
return jsonify({'error': 'No PDF file provided'}), 400
|
| 175 |
+
f = request.files['pdf']
|
| 176 |
+
if not f.filename.lower().endswith('.pdf'):
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 177 |
return jsonify({'error': 'File must be a PDF'}), 400
|
| 178 |
+
|
|
|
|
| 179 |
temp_pdf = tempfile.NamedTemporaryFile(delete=False, suffix='.pdf')
|
| 180 |
+
f.save(temp_pdf.name)
|
| 181 |
temp_pdf.close()
|
| 182 |
+
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 183 |
doc = fitz.open(temp_pdf.name)
|
| 184 |
word_doc = Document()
|
| 185 |
+
|
| 186 |
+
# Page setup matching PDF
|
| 187 |
+
first_page = doc[0]
|
| 188 |
+
pdf_w = first_page.rect.width
|
| 189 |
+
pdf_h = first_page.rect.height
|
| 190 |
+
is_landscape = pdf_w > pdf_h
|
| 191 |
+
|
| 192 |
+
for section in word_doc.sections:
|
| 193 |
+
if is_landscape:
|
| 194 |
+
section.page_width = Inches(pdf_h / 72)
|
| 195 |
+
section.page_height = Inches(pdf_w / 72)
|
| 196 |
+
section.orientation = 1 # landscape
|
| 197 |
+
else:
|
| 198 |
+
section.page_width = Inches(pdf_w / 72)
|
| 199 |
+
section.page_height = Inches(pdf_h / 72)
|
| 200 |
section.top_margin = Inches(0.5)
|
| 201 |
section.bottom_margin = Inches(0.5)
|
| 202 |
+
section.left_margin = Inches(0.5)
|
| 203 |
+
section.right_margin = Inches(0.5)
|
| 204 |
+
|
| 205 |
+
usable_width = (pdf_w / 72) - 1.0 # inches after margins
|
| 206 |
+
|
| 207 |
+
for page_num, page in enumerate(doc):
|
|
|
|
|
|
|
| 208 |
page_width = page.rect.width
|
| 209 |
+
|
| 210 |
+
# Collect all blocks sorted top-to-bottom, left-to-right
|
| 211 |
+
blocks = sorted(
|
| 212 |
+
page.get_text("dict")["blocks"],
|
| 213 |
+
key=lambda b: (round(b["bbox"][1] / 5) * 5, b["bbox"][0])
|
| 214 |
+
)
|
| 215 |
+
|
| 216 |
+
# Detect table regions on this page
|
| 217 |
+
table_rects = detect_tables(page)
|
| 218 |
+
table_bboxes = [list(r) for r in table_rects]
|
| 219 |
+
|
| 220 |
+
def in_table(bbox):
|
| 221 |
+
for tr in table_bboxes:
|
| 222 |
+
if bbox[0] >= tr[0] - 5 and bbox[1] >= tr[1] - 5 and bbox[2] <= tr[2] + 5 and bbox[3] <= tr[3] + 5:
|
| 223 |
+
return True
|
| 224 |
+
return False
|
| 225 |
+
|
| 226 |
+
# Render tables first
|
| 227 |
+
rendered_tables = set()
|
| 228 |
+
for ti, tr in enumerate(table_rects):
|
| 229 |
+
rows = extract_table_data(page, tr)
|
| 230 |
+
if not rows or ti in rendered_tables:
|
| 231 |
+
continue
|
| 232 |
+
rendered_tables.add(ti)
|
| 233 |
+
num_cols = max(len(r) for r in rows)
|
| 234 |
+
if num_cols == 0:
|
| 235 |
+
continue
|
| 236 |
+
tbl = word_doc.add_table(rows=len(rows), cols=num_cols)
|
| 237 |
+
tbl.style = 'Table Grid'
|
| 238 |
+
for ri, row in enumerate(rows):
|
| 239 |
+
for ci, word_item in enumerate(row):
|
| 240 |
+
if ci < num_cols:
|
| 241 |
+
cell = tbl.cell(ri, ci)
|
| 242 |
+
cell.text = word_item[4]
|
| 243 |
+
cell.paragraphs[0].runs[0].font.size = Pt(9) if cell.paragraphs[0].runs else None
|
| 244 |
+
set_cell_border(cell)
|
| 245 |
+
word_doc.add_paragraph()
|
| 246 |
+
|
| 247 |
+
# Process text and image blocks
|
| 248 |
for block in blocks:
|
| 249 |
+
if block["type"] == 0:
|
| 250 |
+
if in_table(block["bbox"]):
|
| 251 |
+
continue
|
| 252 |
+
|
| 253 |
+
for line in block.get("lines", []):
|
| 254 |
+
bbox = line["bbox"]
|
| 255 |
+
cx = (bbox[0] + bbox[2]) / 2
|
| 256 |
+
line_width = bbox[2] - bbox[0]
|
| 257 |
+
|
| 258 |
+
para = word_doc.add_paragraph()
|
| 259 |
+
pf = para.paragraph_format
|
| 260 |
+
pf.space_before = Pt(0)
|
| 261 |
+
pf.space_after = Pt(1)
|
| 262 |
+
|
| 263 |
+
# Left indent
|
| 264 |
+
left_indent = bbox[0] / 72
|
| 265 |
+
if left_indent > 0.1:
|
| 266 |
+
pf.left_indent = Inches(min(left_indent, usable_width * 0.5))
|
| 267 |
+
|
| 268 |
+
# Alignment
|
| 269 |
+
center_dist = abs(cx - page_width / 2)
|
| 270 |
+
if center_dist < page_width * 0.08 and line_width < page_width * 0.6:
|
| 271 |
+
para.alignment = WD_ALIGN_PARAGRAPH.CENTER
|
| 272 |
+
elif bbox[0] > page_width * 0.55:
|
| 273 |
+
para.alignment = WD_ALIGN_PARAGRAPH.RIGHT
|
| 274 |
else:
|
| 275 |
+
para.alignment = WD_ALIGN_PARAGRAPH.LEFT
|
| 276 |
+
|
|
|
|
| 277 |
for span in line.get("spans", []):
|
| 278 |
text = span.get("text", "")
|
| 279 |
+
if not text:
|
| 280 |
continue
|
| 281 |
+
run = para.add_run(text)
|
| 282 |
+
|
| 283 |
+
# Font name
|
| 284 |
+
fname = span.get("font", "Calibri")
|
| 285 |
+
if '+' in fname:
|
| 286 |
+
fname = fname.split('+', 1)[1]
|
| 287 |
+
# Map common PDF fonts to Word fonts
|
| 288 |
+
font_map = {
|
| 289 |
+
'TimesNewRoman': 'Times New Roman',
|
| 290 |
+
'Arial': 'Arial',
|
| 291 |
+
'Helvetica': 'Arial',
|
| 292 |
+
'Courier': 'Courier New',
|
| 293 |
+
'Georgia': 'Georgia',
|
| 294 |
+
'Verdana': 'Verdana',
|
| 295 |
+
}
|
| 296 |
+
for k, v in font_map.items():
|
| 297 |
+
if k.lower() in fname.lower():
|
| 298 |
+
fname = v
|
| 299 |
+
break
|
| 300 |
try:
|
| 301 |
+
run.font.name = fname
|
| 302 |
+
except Exception:
|
| 303 |
+
run.font.name = 'Calibri'
|
| 304 |
+
|
| 305 |
+
# Size
|
| 306 |
+
size = span.get("size", 11)
|
| 307 |
+
run.font.size = Pt(round(size * 10) / 10)
|
| 308 |
+
|
| 309 |
+
# Style flags
|
| 310 |
flags = span.get("flags", 0)
|
| 311 |
+
run.font.bold = bool(flags & 16)
|
| 312 |
+
run.font.italic = bool(flags & 2)
|
| 313 |
+
run.font.underline = bool(flags & 4)
|
| 314 |
+
|
| 315 |
+
# Color
|
| 316 |
+
c = span.get("color", 0)
|
| 317 |
+
if c and c != 0:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
| 318 |
try:
|
| 319 |
+
run.font.color.rgb = RGBColor((c >> 16) & 0xFF, (c >> 8) & 0xFF, c & 0xFF)
|
| 320 |
+
except Exception:
|
| 321 |
pass
|
| 322 |
+
|
| 323 |
+
elif block["type"] == 1:
|
| 324 |
+
xref = block.get("xref", 0)
|
| 325 |
+
if xref > 0:
|
| 326 |
+
try:
|
| 327 |
+
img_data = doc.extract_image(xref)
|
| 328 |
+
bbox = block["bbox"]
|
| 329 |
+
img_w_pt = bbox[2] - bbox[0]
|
| 330 |
+
img_h_pt = bbox[3] - bbox[1]
|
| 331 |
+
w_in = min(img_w_pt / 72, usable_width)
|
| 332 |
+
h_in = (img_h_pt / img_w_pt) * w_in if img_w_pt > 0 else w_in
|
| 333 |
+
|
| 334 |
+
ext = img_data.get('ext', 'png')
|
| 335 |
+
if ext == 'jpx':
|
| 336 |
+
ext = 'png'
|
| 337 |
+
tmp = tempfile.NamedTemporaryFile(delete=False, suffix=f'.{ext}')
|
| 338 |
+
tmp.write(img_data["image"])
|
| 339 |
+
tmp.close()
|
| 340 |
+
img_temps.append(tmp.name)
|
| 341 |
+
|
| 342 |
+
para = word_doc.add_paragraph()
|
| 343 |
+
# Center image if it spans most of page width
|
| 344 |
+
if w_in > usable_width * 0.5:
|
| 345 |
+
para.alignment = WD_ALIGN_PARAGRAPH.CENTER
|
| 346 |
+
run = para.add_run()
|
| 347 |
+
run.add_picture(tmp.name, width=Inches(w_in))
|
| 348 |
+
word_doc.add_paragraph().paragraph_format.space_after = Pt(2)
|
| 349 |
+
except Exception as e:
|
| 350 |
+
logger.warning(f"Image skip xref={xref}: {e}")
|
| 351 |
+
|
| 352 |
if page_num < len(doc) - 1:
|
| 353 |
word_doc.add_page_break()
|
| 354 |
+
|
| 355 |
doc.close()
|
| 356 |
+
|
|
|
|
| 357 |
temp_docx = tempfile.NamedTemporaryFile(delete=False, suffix='.docx')
|
| 358 |
word_doc.save(temp_docx.name)
|
| 359 |
temp_docx.close()
|
| 360 |
+
|
| 361 |
+
return send_file(
|
|
|
|
|
|
|
|
|
|
| 362 |
temp_docx.name,
|
| 363 |
mimetype='application/vnd.openxmlformats-officedocument.wordprocessingml.document',
|
| 364 |
as_attachment=True,
|
| 365 |
download_name='converted.docx'
|
| 366 |
)
|
| 367 |
+
|
|
|
|
|
|
|
| 368 |
except Exception as e:
|
| 369 |
+
logger.error(f"PDF to Word error: {e}", exc_info=True)
|
| 370 |
+
return jsonify({'error': str(e)}), 500
|
|
|
|
|
|
|
|
|
|
| 371 |
finally:
|
| 372 |
+
for t in img_temps:
|
| 373 |
+
try:
|
| 374 |
+
os.unlink(t)
|
| 375 |
+
except Exception:
|
| 376 |
+
pass
|
| 377 |
try:
|
| 378 |
if temp_pdf and os.path.exists(temp_pdf.name):
|
| 379 |
os.unlink(temp_pdf.name)
|
| 380 |
+
except Exception:
|
| 381 |
+
pass
|
| 382 |
+
|
| 383 |
|
| 384 |
@app.route('/pdf-to-excel', methods=['POST'])
|
| 385 |
def pdf_to_excel():
|
| 386 |
temp_pdf = None
|
| 387 |
+
temp_xlsx = None
|
|
|
|
| 388 |
try:
|
| 389 |
if 'pdf' not in request.files:
|
| 390 |
return jsonify({'error': 'No PDF file provided'}), 400
|
| 391 |
+
f = request.files['pdf']
|
| 392 |
+
if not f.filename.lower().endswith('.pdf'):
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 393 |
return jsonify({'error': 'File must be a PDF'}), 400
|
| 394 |
+
|
|
|
|
| 395 |
temp_pdf = tempfile.NamedTemporaryFile(delete=False, suffix='.pdf')
|
| 396 |
+
f.save(temp_pdf.name)
|
| 397 |
temp_pdf.close()
|
| 398 |
+
|
| 399 |
+
doc = fitz.open(temp_pdf.name)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 400 |
wb = Workbook()
|
| 401 |
+
wb.remove(wb.active)
|
| 402 |
+
|
| 403 |
+
thin = Border(
|
| 404 |
+
left=Side(style='thin'), right=Side(style='thin'),
|
| 405 |
+
top=Side(style='thin'), bottom=Side(style='thin')
|
| 406 |
+
)
|
| 407 |
+
header_fill = PatternFill("solid", fgColor="D9D9D9")
|
| 408 |
+
header_font = Font(bold=True, size=11)
|
| 409 |
+
|
| 410 |
+
for page_num, page in enumerate(doc):
|
| 411 |
+
page_width = page.rect.width
|
| 412 |
+
|
| 413 |
+
# Extract words with position info
|
| 414 |
+
words = page.get_text("words")
|
| 415 |
+
if not words:
|
| 416 |
+
continue
|
| 417 |
+
|
| 418 |
+
# Group words into rows by Y position (tolerance 3pt)
|
| 419 |
+
rows = {}
|
| 420 |
+
for w in words:
|
| 421 |
+
y_key = round(w[1] / 3) * 3
|
| 422 |
+
rows.setdefault(y_key, []).append(w)
|
| 423 |
+
|
| 424 |
+
sorted_rows = [sorted(r, key=lambda w: w[0]) for r in sorted(rows.values(), key=lambda r: r[0][1])]
|
| 425 |
+
|
| 426 |
+
if not sorted_rows:
|
| 427 |
+
continue
|
| 428 |
+
|
| 429 |
+
# Detect columns by X position clustering
|
| 430 |
+
all_x = sorted(set(round(w[0] / 10) * 10 for row in sorted_rows for w in row))
|
| 431 |
+
col_positions = []
|
| 432 |
+
for x in all_x:
|
| 433 |
+
if not col_positions or x - col_positions[-1] > 20:
|
| 434 |
+
col_positions.append(x)
|
| 435 |
+
|
| 436 |
+
def get_col_idx(x):
|
| 437 |
+
best = 0
|
| 438 |
+
best_dist = abs(x - col_positions[0])
|
| 439 |
+
for i, cx in enumerate(col_positions):
|
| 440 |
+
d = abs(x - cx)
|
| 441 |
+
if d < best_dist:
|
| 442 |
+
best_dist = d
|
| 443 |
+
best = i
|
| 444 |
+
return best
|
| 445 |
+
|
| 446 |
+
ws = wb.create_sheet(f"Page_{page_num + 1}")
|
| 447 |
+
num_cols = max(len(col_positions), 1)
|
| 448 |
+
|
| 449 |
+
# Detect if first row is a header (larger font or bold)
|
| 450 |
+
first_row_blocks = page.get_text("dict")["blocks"]
|
| 451 |
+
header_y = sorted_rows[0][0][1] if sorted_rows else 0
|
| 452 |
+
is_header_row = False
|
| 453 |
+
for blk in first_row_blocks:
|
| 454 |
+
if blk["type"] == 0:
|
| 455 |
+
for line in blk.get("lines", []):
|
| 456 |
+
if abs(line["bbox"][1] - header_y) < 5:
|
| 457 |
+
for span in line.get("spans", []):
|
| 458 |
+
if span.get("flags", 0) & 16 or span.get("size", 0) > 12:
|
| 459 |
+
is_header_row = True
|
| 460 |
+
|
| 461 |
+
for ri, row in enumerate(sorted_rows, 1):
|
| 462 |
+
# Merge words that are close together into cells
|
| 463 |
+
cells = {}
|
| 464 |
+
for w in row:
|
| 465 |
+
ci = get_col_idx(w[0])
|
| 466 |
+
cells[ci] = (cells.get(ci, '') + ' ' + w[4]).strip()
|
| 467 |
+
|
| 468 |
+
for ci, text in cells.items():
|
| 469 |
+
if ci >= num_cols:
|
| 470 |
continue
|
| 471 |
+
cell = ws.cell(ri, ci + 1)
|
| 472 |
+
# Try numeric
|
| 473 |
+
clean = text.replace(',', '').strip()
|
| 474 |
+
try:
|
| 475 |
+
cell.value = int(clean) if clean.lstrip('-').isdigit() else float(clean)
|
| 476 |
+
except Exception:
|
| 477 |
+
cell.value = text
|
| 478 |
+
|
| 479 |
+
if ri == 1 and is_header_row:
|
| 480 |
+
cell.font = header_font
|
| 481 |
+
cell.fill = header_fill
|
| 482 |
+
cell.alignment = Alignment(horizontal='center', vertical='center')
|
| 483 |
+
else:
|
| 484 |
+
cell.alignment = Alignment(horizontal='left', vertical='top', wrap_text=True)
|
| 485 |
+
cell.border = thin
|
| 486 |
+
|
| 487 |
+
# Auto column widths
|
| 488 |
+
for col in ws.columns:
|
| 489 |
+
w = max((len(str(c.value)) for c in col if c.value is not None), default=8)
|
| 490 |
+
ws.column_dimensions[col[0].column_letter].width = min(max(w + 2, 8), 50)
|
| 491 |
+
|
| 492 |
+
# Freeze header row
|
| 493 |
+
if is_header_row:
|
| 494 |
+
ws.freeze_panes = 'A2'
|
| 495 |
+
|
| 496 |
+
doc.close()
|
| 497 |
+
|
| 498 |
+
if not wb.sheetnames:
|
| 499 |
+
ws = wb.create_sheet("Data")
|
| 500 |
+
ws['A1'] = "No data extracted"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
| 501 |
ws['A1'].font = Font(bold=True)
|
| 502 |
+
|
| 503 |
+
temp_xlsx = tempfile.NamedTemporaryFile(delete=False, suffix='.xlsx')
|
| 504 |
+
wb.save(temp_xlsx.name)
|
| 505 |
+
temp_xlsx.close()
|
| 506 |
+
|
| 507 |
+
return send_file(
|
| 508 |
+
temp_xlsx.name,
|
|
|
|
|
|
|
|
|
|
|
|
|
| 509 |
mimetype='application/vnd.openxmlformats-officedocument.spreadsheetml.sheet',
|
| 510 |
as_attachment=True,
|
| 511 |
download_name='converted.xlsx'
|
| 512 |
)
|
| 513 |
+
|
|
|
|
|
|
|
| 514 |
except Exception as e:
|
| 515 |
+
logger.error(f"PDF to Excel error: {e}", exc_info=True)
|
| 516 |
+
return jsonify({'error': str(e)}), 500
|
|
|
|
|
|
|
|
|
|
| 517 |
finally:
|
|
|
|
| 518 |
try:
|
| 519 |
if temp_pdf and os.path.exists(temp_pdf.name):
|
| 520 |
os.unlink(temp_pdf.name)
|
| 521 |
+
except Exception:
|
| 522 |
+
pass
|
| 523 |
+
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 524 |
|
| 525 |
@app.route('/compress', methods=['POST', 'GET'])
|
| 526 |
def compress():
|
| 527 |
+
if request.method == 'GET':
|
| 528 |
+
return jsonify({'endpoint': '/compress', 'method': 'POST', 'params': ['pdf', 'preset', 'target_kb']})
|
| 529 |
+
try:
|
| 530 |
+
if 'pdf' not in request.files:
|
| 531 |
+
return jsonify({'error': 'No file uploaded'}), 400
|
| 532 |
+
file = request.files['pdf']
|
| 533 |
+
preset = request.form.get('preset', 'medium')
|
| 534 |
+
target_kb = request.form.get('target_kb')
|
| 535 |
+
if target_kb:
|
| 536 |
+
try:
|
| 537 |
+
target_kb = int(target_kb)
|
| 538 |
+
except Exception:
|
| 539 |
+
target_kb = None
|
| 540 |
+
|
| 541 |
+
filename = secure_filename(file.filename)
|
| 542 |
+
input_path = os.path.join(UPLOAD_FOLDER, filename)
|
| 543 |
+
output_path = os.path.join(OUTPUT_FOLDER, 'compressed_' + filename)
|
| 544 |
+
file.save(input_path)
|
| 545 |
+
|
| 546 |
+
opts = {
|
| 547 |
+
'low': {'garbage': 3, 'deflate': True, 'clean': True},
|
| 548 |
+
'medium': {'garbage': 2, 'deflate': True, 'clean': True},
|
| 549 |
+
'high': {'garbage': 1, 'deflate': True, 'clean': True},
|
| 550 |
+
}.get(preset, {'garbage': 2, 'deflate': True, 'clean': True})
|
| 551 |
+
|
| 552 |
+
doc = fitz.open(input_path)
|
| 553 |
+
if target_kb:
|
| 554 |
+
zoom = 1.0
|
| 555 |
+
while zoom > 0.3:
|
| 556 |
+
new_doc = fitz.open()
|
| 557 |
+
for page in doc:
|
| 558 |
+
pix = page.get_pixmap(matrix=fitz.Matrix(zoom, zoom))
|
| 559 |
+
np_ = new_doc.new_page(width=pix.width, height=pix.height)
|
| 560 |
+
np_.insert_image(fitz.Rect(0, 0, pix.width, pix.height), pixmap=pix)
|
| 561 |
+
new_doc.save(output_path, **opts)
|
| 562 |
+
new_doc.close()
|
| 563 |
+
if os.path.getsize(output_path) / 1024 <= target_kb:
|
| 564 |
+
break
|
| 565 |
+
zoom -= 0.1
|
| 566 |
+
else:
|
| 567 |
+
doc.save(output_path, **opts)
|
| 568 |
+
doc.close()
|
| 569 |
+
|
| 570 |
+
return send_file(output_path, as_attachment=True, download_name='compressed_' + filename)
|
| 571 |
+
except Exception as e:
|
| 572 |
+
logger.error(f"Compress error: {e}")
|
| 573 |
+
return jsonify({'error': str(e)}), 500
|
| 574 |
+
|
| 575 |
|
| 576 |
+
@app.route('/download/<filename>')
|
| 577 |
def download(filename):
|
| 578 |
try:
|
| 579 |
+
return send_file(os.path.join(OUTPUT_FOLDER, secure_filename(filename)), as_attachment=True)
|
| 580 |
+
except Exception:
|
| 581 |
+
return jsonify({'error': 'File not found'}), 404
|
| 582 |
+
|
|
|
|
| 583 |
|
| 584 |
if __name__ == '__main__':
|
| 585 |
+
threading.Thread(target=background_ping, daemon=True).start()
|
|
|
|
|
|
|
|
|
|
| 586 |
port = int(os.environ.get('PORT', 7860))
|
| 587 |
+
logger.info(f"Starting on port {port}")
|
| 588 |
app.run(host='0.0.0.0', port=port, debug=False)
|
|
|
packages.txt
CHANGED
|
@@ -1,4 +1 @@
|
|
| 1 |
-
|
| 2 |
-
libreoffice
|
| 3 |
-
libreoffice-writer
|
| 4 |
-
libreoffice-calc
|
|
|
|
| 1 |
+
curl
|
|
|
|
|
|
|
|
|
requirements.txt
CHANGED
|
@@ -1,33 +1,10 @@
|
|
| 1 |
-
|
| 2 |
-
flask==
|
| 3 |
-
|
| 4 |
-
|
| 5 |
-
|
| 6 |
-
|
| 7 |
-
|
| 8 |
-
|
| 9 |
-
|
| 10 |
-
|
| 11 |
-
tabula-py==2.9.0
|
| 12 |
-
openpyxl==3.1.2
|
| 13 |
-
pandas==2.1.4
|
| 14 |
-
|
| 15 |
-
onnxruntime
|
| 16 |
-
pillow
|
| 17 |
-
numpy
|
| 18 |
-
|
| 19 |
-
####################
|
| 20 |
-
pdf2docx
|
| 21 |
-
pdfplumber
|
| 22 |
-
PyMuPDF
|
| 23 |
-
pandas
|
| 24 |
-
openpyxl
|
| 25 |
-
pymupdf
|
| 26 |
-
PyPDF2
|
| 27 |
-
flask-cors
|
| 28 |
-
|
| 29 |
-
google-genai
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
dotenv
|
| 33 |
-
requests
|
|
|
|
| 1 |
+
flask==3.0.3
|
| 2 |
+
flask-cors==4.0.1
|
| 3 |
+
gunicorn==22.0.0
|
| 4 |
+
requests==2.32.3
|
| 5 |
+
python-dotenv==1.0.1
|
| 6 |
+
werkzeug==3.0.3
|
| 7 |
+
PyMuPDF==1.24.5
|
| 8 |
+
python-docx==1.1.2
|
| 9 |
+
openpyxl==3.1.5
|
| 10 |
+
lxml==5.2.2
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|