Spaces:
Running
Running
added file upload feature
Browse files
app.py
CHANGED
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import gradio as gr
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from main import grade_submission
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with gr.Blocks() as demo:
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gr.Markdown("## AutoGrader
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model = gr.Dropdown(
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value="Phi-3-mini",
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label="
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)
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label="
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)
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output = gr.Textbox(
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@@ -35,16 +97,14 @@ with gr.Blocks() as demo:
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lines=12
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)
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grade.click(
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fn=grade_submission,
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inputs=[
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model,
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],
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outputs=output
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)
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import gradio as gr
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from main import grade_submission
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import pdfplumber
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import docx
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def extract_text(file):
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if file is None:
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return ""
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name = file.name.lower()
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if name.endswith(".pdf"):
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text = ""
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with pdfplumber.open(file) as pdf:
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for page in pdf.pages:
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text += page.extract_text() + "\n"
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return text
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if name.endswith(".docx"):
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doc = docx.Document(file)
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return "\n".join(p.text for p in doc.paragraphs)
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return file.read().decode("utf-8", errors="ignore")
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def resolve_input(file, text):
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return extract_text(file) if file else text
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def grade_ui(
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model,
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q_file, q_text,
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r_file, r_text,
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s_file, s_text,
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instruction
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):
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question_paper = resolve_input(q_file, q_text)
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rubric = resolve_input(r_file, r_text)
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student_answer = resolve_input(s_file, s_text)
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return grade_submission(
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model,
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question_paper,
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rubric,
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student_answer,
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instruction
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)
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with gr.Blocks() as demo:
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gr.Markdown("## AutoGrader")
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model = gr.Dropdown(
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["Phi-3-mini", "Mistral-7B-Instruct"],
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value="Phi-3-mini",
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label="Model"
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)
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with gr.Tab("Question Paper"):
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q_file = gr.File(
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label="Upload Question Paper (PDF/DOCX/TXT)",
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file_types=[".pdf", ".docx", ".txt"]
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)
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q_text = gr.Textbox(
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label="Or paste Question Paper",
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lines=5
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)
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with gr.Tab("Rubric"):
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r_file = gr.File(
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label="Upload Rubric (PDF/DOCX/TXT)",
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file_types=[".pdf", ".docx", ".txt"]
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)
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r_text = gr.Textbox(
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label="Or paste Rubric",
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lines=5
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)
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with gr.Tab("Student Submission"):
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s_file = gr.File(
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label="Upload Student Submission (PDF/DOCX/TXT)",
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file_types=[".pdf", ".docx", ".txt"]
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)
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s_text = gr.Textbox(
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label="Or paste Student Submission",
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lines=6
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)
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instruction = gr.Textbox(
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label="Grading Instruction",
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placeholder="e.g. Grade only Q2 out of 20"
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output = gr.Textbox(
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lines=12
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gr.Button("Grade").click(
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grade_ui,
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inputs=[
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model,
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q_file, q_text,
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r_file, r_text,
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s_file, s_text,
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instruction
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],
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outputs=output
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)
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