Create app.py
Browse files
app.py
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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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app = Flask(__name__)
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# Initialize PaddleOCR once (for English)
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ocr = PaddleOCR(lang='en')
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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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@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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pdf_file = request.files['pdf']
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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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doc = fitz.open(pdf_path)
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extracted_data = []
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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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# 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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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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return jsonify({
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"status": "success",
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"pages": extracted_data
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})
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if __name__ == '__main__':
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app.run(host='0.0.0.0', port=7860)
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