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Update app.py
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app.py
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import os
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import gradio as gr
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#
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"""Load selected subject & paper questions."""
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if subject not in QUESTIONS or paper not in QUESTIONS[subject]:
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return [gr.Markdown("⚠️ No questions available for this selection.")]
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qlist = QUESTIONS[subject][paper]
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student_answers.clear() # reset before new exam
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"id": q.get("id"),
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"question": q.get("text"),
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"choices": q.get("choices"),
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"answer": q.get("answer"),
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"student_answer": None,
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"paper": paper,
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}
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outputs.append(gr.Markdown(f"**Q{i+1}:** {q['text']}"))
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if q.get("choices"):
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outputs.append(
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gr.Radio(
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choices=q["choices"],
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label=f"Your Answer for Q{i+1}",
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interactive=True,
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key=f"q{i+1}",
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)
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)
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else:
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outputs.append(
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gr.Textbox(
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label=f"Your Answer for Q{i+1}",
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interactive=True,
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key=f"q{i+1}",
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)
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)
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return outputs
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def grade_with_zhipu(question, student_answer, expected_answer=None):
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"""Ask ZhipuAI to grade subjective answers."""
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try:
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prompt = f"""
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You are an exam grader.
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Question: {question}
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Student Answer: {student_answer}
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Expected Answer (if provided): {expected_answer or "N/A"}
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Grade strictly:
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- Give a score from 0 to 1 (0 = wrong, 1 = fully correct, 0.5 if partially correct).
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- Provide a short feedback (1-2 sentences).
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Return in JSON format with keys: 'score', 'feedback'.
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"""
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response = client.chat.completions.create(
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model="glm-4-air", # lightweight for grading
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messages=[{"role": "user", "content": prompt}],
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temperature=0.2,
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)
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result = response.choices[0].message["content"].strip()
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# Try to parse JSON-like structure
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if "'score'" in result or '"score"' in result:
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return result
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return '{"score": 0, "feedback": "LLM could not evaluate."}'
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except Exception as e:
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return f'{{"score": 0, "feedback": "Error grading with LLM: {str(e)}"}}'
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def submit_exam(*responses):
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"""Process submission, calculate score, and show results."""
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score = 0
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for i, response in enumerate(responses):
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student_answers[i]["student_answer"] = response
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# Paper 2: objective auto-marking
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if q["choices"]:
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if student == correct:
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score += 1
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else:
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# Paper 1: subjective → LLM grading
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else:
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llm_feedback = grade_with_zhipu(q["question"], student, correct)
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review.append(f"✏️ Q{i+1}: Essay Graded → {llm_feedback}")
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review
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)
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return summary
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with gr.Blocks() as demo:
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gr.Markdown("#
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with gr.Row():
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subject = gr.Dropdown(choices=list(QUESTIONS.keys()), label="Select Subject")
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paper = gr.Dropdown(choices=["Paper1", "Paper2"], label="Select Paper")
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load_btn = gr.Button("Load Exam")
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result_box = gr.Markdown("")
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def
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if __name__ == "__main__":
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demo.launch(server_name="0.0.0.0", server_port=7860, ssr_mode=True)
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import gradio as gr
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import random
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# -------------------------------
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# Demo Exam Data
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# -------------------------------
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QUESTIONS = {
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"Bahasa Melayu Paper 1": [
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{"text": "Tulis sebuah karangan tentang kepentingan membaca.", "answer": None},
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{"text": "Huraikan peranan teknologi dalam kehidupan seharian.", "answer": None},
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],
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"Bahasa Melayu Paper 2": [
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{"text": "Apakah kata dasar bagi perkataan 'berjalan'?",
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"choices": ["A. Ber", "B. Jalan", "C. An", "D. Jal"], "answer": "B"},
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{"text": "Peribahasa 'harapkan pegar, pegar makan padi' bermaksud?",
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"choices": ["A. Orang rajin", "B. Pengkhianatan oleh penjaga", "C. Hidup susah", "D. Orang baik hati"], "answer": "B"},
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],
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"English Paper 1": [
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{"text": "Write an essay about the importance of sports.", "answer": None},
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{"text": "Describe a memorable day at school.", "answer": None},
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],
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"English Paper 2": [
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{"text": "Choose the correct synonym for 'happy'.",
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"choices": ["A. Sad", "B. Joyful", "C. Angry", "D. Tired"], "answer": "B"},
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{"text": "What is the plural of 'child'?",
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"choices": ["A. Childs", "B. Childes", "C. Children", "D. Childer"], "answer": "C"},
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],
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}
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# -------------------------------
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# Load Exam Function
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# -------------------------------
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def load_exam(subject):
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questions = QUESTIONS.get(subject, [])
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outputs = []
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for i, q in enumerate(questions, 1):
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# Display question text
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outputs.append(f"**Q{i}:** {q['text']}")
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# Subjective Paper → Textbox
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if "choices" not in q:
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outputs.append("") # empty string = textbox placeholder
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# Objective Paper → Radio buttons
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else:
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outputs.append({"choices": q["choices"], "value": None})
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return outputs, questions
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# -------------------------------
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# Submit Exam Function
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# -------------------------------
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def submit_exam(answers, questions):
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score = 0
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results = []
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for ans, q in zip(answers, questions):
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if "choices" in q: # objective paper
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correct = q["answer"]
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if ans == correct:
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score += 1
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results.append(f"✅ {q['text']} → Your answer: {ans} (Correct)")
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else:
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results.append(f"❌ {q['text']} → Your answer: {ans}, Correct answer: {correct}")
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else: # subjective paper
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results.append(f"📝 {q['text']} → Your response recorded.")
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return f"Your Score: {score} / {len(questions)}", "\n\n".join(results)
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# -------------------------------
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# Build Gradio UI
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# -------------------------------
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with gr.Blocks() as demo:
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gr.Markdown("## 📘 SPM Exam Simulator")
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subject = gr.Dropdown(list(QUESTIONS.keys()), label="Select Subject")
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load_btn = gr.Button("Load Exam")
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question_boxes = []
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answer_inputs = []
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# Preallocate 10 slots (max 10 questions per subject for demo)
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for i in range(10):
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qtext = gr.Markdown(visible=False)
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atext = gr.Textbox(visible=False, label="Your Answer")
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aradio = gr.Radio(visible=False, label="Select Answer")
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question_boxes.append((qtext, atext, aradio))
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answer_inputs.append((atext, aradio))
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submit_btn = gr.Button("Submit", visible=False)
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score_output = gr.Markdown()
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detail_output = gr.Markdown()
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state_questions = gr.State()
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def on_load(subject):
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outputs, questions = load_exam(subject)
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# Reset UI
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updates = []
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answers_state = []
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for i, (qtext, atext, aradio) in enumerate(question_boxes):
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if i < len(questions):
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q = questions[i]
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qtext.update(value=f"**Q{i+1}:** {q['text']}", visible=True)
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if "choices" in q: # objective
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atext.update(visible=False)
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aradio.update(choices=q["choices"], value=None, visible=True)
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answers_state.append(None)
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else: # subjective
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aradio.update(visible=False)
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atext.update(value="", visible=True)
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answers_state.append("")
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else:
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qtext.update(visible=False)
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atext.update(visible=False)
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aradio.update(visible=False)
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updates.extend([qtext, atext, aradio])
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return updates + [gr.Button.update(visible=True), questions]
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def on_submit(*all_inputs):
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# all_inputs includes answers + state_questions
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*answers, questions = all_inputs
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# Extract answers: pick from textbox or radio
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processed = []
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for (txt, rad), ans in zip(answer_inputs, answers):
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if isinstance(ans, str):
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processed.append(ans)
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elif isinstance(ans, dict) and "value" in ans:
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processed.append(ans["value"])
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else:
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processed.append(None)
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return submit_exam(processed, questions)
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load_btn.click(
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fn=on_load,
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inputs=[subject],
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outputs=[comp for triple in question_boxes for comp in triple] + [submit_btn, state_questions],
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)
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submit_btn.click(
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fn=on_submit,
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inputs=[comp for pair in answer_inputs for comp in pair] + [state_questions],
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outputs=[score_output, detail_output],
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)
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demo.launch(server_name="0.0.0.0", server_port=7860)
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