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Create app.py

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  1. app.py +57 -0
app.py ADDED
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+ from flask import Flask, request, jsonify
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+ import os
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+ import tempfile
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+ import fitz # PyMuPDF
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+ from paddleocr import PaddleOCR
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+ from PIL import Image
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+
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+ app = Flask(__name__)
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+
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+ # Initialize PaddleOCR once (for English)
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+ ocr = PaddleOCR(lang='en')
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+
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+ @app.route('/')
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+ def index():
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+ return jsonify({"message": "Welcome to the PaddleOCR + PyMuPDF PDF Extractor API!"})
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+
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+ @app.route('/extract', methods=['POST'])
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+ def extract_text():
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+ if 'pdf' not in request.files:
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+ return jsonify({"error": "No PDF file uploaded"}), 400
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+
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+ pdf_file = request.files['pdf']
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+
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+ # Save PDF temporarily
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+ temp_dir = tempfile.mkdtemp()
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+ pdf_path = os.path.join(temp_dir, pdf_file.filename)
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+ pdf_file.save(pdf_path)
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+
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+ doc = fitz.open(pdf_path)
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+ extracted_data = []
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+
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+ for page_number, page in enumerate(doc, start=1):
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+ # Convert PDF page to image
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+ pix = page.get_pixmap(dpi=200)
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+ img_path = os.path.join(temp_dir, f"page_{page_number}.png")
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+ pix.save(img_path)
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+
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+ # Perform OCR
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+ result = ocr.ocr(img_path, cls=True)
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+ page_text = ""
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+ for line in result:
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+ for word_info in line:
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+ text = word_info[1][0]
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+ page_text += text + " "
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+
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+ extracted_data.append({
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+ "page": page_number,
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+ "text": page_text.strip()
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+ })
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+
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+ return jsonify({
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+ "status": "success",
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+ "pages": extracted_data
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+ })
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+
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+ if __name__ == '__main__':
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+ app.run(host='0.0.0.0', port=7860)