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import gradio as gr |
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import Evaluate1 |
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import Evaluate2 |
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import re |
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def load_cpp_file(file): |
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try: |
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text = file.name |
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if file is None: |
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return "" |
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with open(text, 'r', encoding='utf-8') as f: |
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content = f.read() |
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return content |
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except: |
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return "" |
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def Evaluate_Code(code, method): |
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if method == "No Format": |
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return Evaluate1.eval(code) |
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elif method == "Format Code": |
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return Evaluate2.eval(code) |
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elif method == "Combine": |
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label1, conf1 = Evaluate1.eval(code) |
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label2, conf2 = Evaluate2.eval(code) |
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conf1_val = float(conf1.replace("%", "").strip()) |
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conf2_val = float(conf2.replace("%", "").strip()) |
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avg_conf = (conf1_val + conf2_val) / 2.0 |
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label = "AI" if avg_conf > 50.0 else "Human" |
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return label, f"{avg_conf:.2f} %" |
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else: |
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return "Invalid method", "0.00 %" |
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with gr.Blocks() as web: |
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with gr.Row(): |
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with gr.Column(scale=1): |
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code_box = gr.Textbox(lines=20, label="C++ Code") |
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with gr.Column(scale=1): |
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cpp_file = gr.File(label="Upload C++ File (.cpp)", file_types=[".cpp"]) |
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method_choice = gr.Radio( |
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choices=["V.1.1 (No Format)", "V.1.2 (Format Code)", "Combine"], |
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value="Combine", |
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label="Choose Model" |
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) |
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check_btn = gr.Button("Check") |
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with gr.Row(): |
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gr.Markdown("### Result :") |
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with gr.Row(): |
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with gr.Column(scale=1): |
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label_box = gr.Textbox(label="Label", interactive=False) |
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with gr.Column(scale=1): |
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confidence_box = gr.Textbox(label="AI Percentage", interactive=False) |
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cpp_file.change(fn=load_cpp_file, inputs=cpp_file, outputs=code_box) |
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check_btn.click( |
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fn=Evaluate_Code, |
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inputs=[code_box, method_choice], |
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outputs=[label_box, confidence_box] |
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) |
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web.launch() |
