Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
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@@ -1,9 +1,88 @@
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from flask import Flask
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app = Flask(__name__)
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@app.route('/')
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def home():
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return "
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if __name__ == '__main__':
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app.run(host='0.0.0.0', port=7860)
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from flask import Flask, request, jsonify
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import os
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import uuid
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import pdfplumber
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from docx import Document
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import openpyxl
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from werkzeug.utils import secure_filename
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from model_utils import extract_mcqs_with_model
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app = Flask(__name__)
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# Use /tmp/uploads to avoid permission errors on HF Spaces
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app.config['UPLOAD_FOLDER'] = '/tmp/uploads'
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os.makedirs(app.config['UPLOAD_FOLDER'], exist_ok=True)
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quiz_data_store = {}
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def extract_text_from_pdf(filepath):
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with pdfplumber.open(filepath) as pdf:
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return "\n".join([p.extract_text() for p in pdf.pages if p.extract_text()])
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def extract_text_from_docx(filepath):
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doc = Document(filepath)
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return "\n".join([para.text for para in doc.paragraphs])
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def extract_text_from_excel(filepath):
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wb = openpyxl.load_workbook(filepath)
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sheet = wb.active
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text = ""
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for row in sheet.iter_rows(min_row=2, values_only=True):
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if any(row):
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text += " ".join([str(cell) for cell in row if cell is not None]) + "\n"
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return text
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@app.route('/upload', methods=['POST'])
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def upload_file():
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if 'file' not in request.files:
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return jsonify({'error': 'No file provided'}), 400
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file = request.files['file']
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filename = secure_filename(file.filename)
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ext = filename.split('.')[-1].lower()
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uid = str(uuid.uuid4())
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save_path = os.path.join(app.config['UPLOAD_FOLDER'], uid + '_' + filename)
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file.save(save_path)
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if ext == 'pdf':
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text = extract_text_from_pdf(save_path)
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elif ext == 'docx':
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text = extract_text_from_docx(save_path)
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elif ext in ['xls', 'xlsx']:
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text = extract_text_from_excel(save_path)
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else:
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return jsonify({'error': 'Unsupported file type'}), 400
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mcqs = extract_mcqs_with_model(text)
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quiz_id = str(uuid.uuid4())
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quiz_data_store[quiz_id] = mcqs
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return jsonify({'quiz_id': quiz_id, 'mcqs': mcqs})
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@app.route('/submit', methods=['POST'])
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def submit_quiz():
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data = request.json
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quiz_id = data.get('quiz_id')
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user_answers = data.get('answers')
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if quiz_id not in quiz_data_store:
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return jsonify({'error': 'Invalid quiz ID'}), 404
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mcqs = quiz_data_store[quiz_id]
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correct = 0
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for i, ans in enumerate(user_answers):
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if i < len(mcqs) and ans.upper() == mcqs[i]['answer'].upper():
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correct += 1
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total = len(mcqs)
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accuracy = round((correct / total) * 100, 2) if total else 0
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return jsonify({'score': correct, 'total': total, 'accuracy': accuracy})
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@app.route('/')
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def home():
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return "MCQ Extraction Flask API is running!"
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if __name__ == '__main__':
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app.run(host='0.0.0.0', port=7860)
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