Spaces:
Running
Running
Integrate API call and enhance Gradio UI for code analysis
Browse files- .gitignore +1 -0
- app.py +106 -4
.gitignore
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.idea
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app.py
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import gradio as gr
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import gradio as gr
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import requests
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import os
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# API configuration
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API_BASE_URL = os.getenv("API_BASE_URL", "http://localhost:8000")
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API_KEY = os.getenv("API_KEY", "")
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def analyze_code(code: str, language: str, model: str) -> str:
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"""Send code to the vulnerability analysis API and return results."""
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if not code.strip():
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return "Please enter some code to analyze."
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api_url = f"{API_BASE_URL}/analyze"
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headers = {
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"Content-Type": "application/json",
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"Authorization": f"Bearer {API_KEY}"
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}
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payload = {
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"code": code,
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"model": model,
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"language": language
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}
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try:
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response = requests.post(api_url, json=payload, headers=headers, timeout=60)
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if response.status_code == 403:
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error_detail = response.json().get("detail", "Token limit exceeded.")
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return f"Error: {error_detail}"
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if response.status_code != 200:
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error_detail = response.json().get("detail", f"API error: {response.status_code}")
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return f"Error: {error_detail}"
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result = response.json()
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# Format the result
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status = result.get("result", {}).get("status", "unknown")
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cwe_type = result.get("result", {}).get("cweType", "N/A")
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model_used = result.get("result", {}).get("model", model)
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explanation = result.get("result", {}).get("response", "")
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if status == "yes":
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output = f"β οΈ **Vulnerability Detected**\n\n"
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output += f"**CWE Type:** {cwe_type}\n"
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output += f"**Model:** {model_used}\n\n"
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output += f"**Analysis:**\n{explanation}"
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else:
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output = f"β
**No Vulnerability Detected**\n\n"
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output += f"**Model:** {model_used}\n\n"
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output += f"**Analysis:**\n{explanation}"
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return output
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except requests.exceptions.Timeout:
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return "Error: Request timed out. Please try again."
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except requests.exceptions.ConnectionError:
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return f"Error: Could not connect to API at {API_BASE_URL}"
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except Exception as e:
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return f"Error: {str(e)}"
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# Language options
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LANGUAGES = [
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"python", "javascript", "typescript", "java", "c", "cpp",
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"csharp", "go", "rust", "php", "ruby", "swift", "kotlin"
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]
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# Model options
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MODELS = ["virtueguard-code", "claude-4-sonnet", "gpt-4.1"]
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# Create Gradio interface
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with gr.Blocks(title="Code Vulnerability Scanner") as demo:
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gr.Markdown("# π Code Vulnerability Scanner")
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gr.Markdown("Analyze your code for potential security vulnerabilities using LLM-based detection.")
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with gr.Row():
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with gr.Column(scale=2):
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code_input = gr.Code(
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label="Code to Analyze",
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language="python",
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lines=15,
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placeholder="Paste your code here..."
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)
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with gr.Column(scale=1):
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language_dropdown = gr.Dropdown(
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choices=LANGUAGES,
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value="python",
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label="Programming Language"
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)
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model_dropdown = gr.Dropdown(
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choices=MODELS,
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value="virtueguard-code",
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label="Model"
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)
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analyze_btn = gr.Button("π Analyze Code", variant="primary")
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result_output = gr.Markdown(label="Analysis Result")
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analyze_btn.click(
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fn=analyze_code,
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inputs=[code_input, language_dropdown, model_dropdown],
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outputs=result_output
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)
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if __name__ == "__main__":
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demo.launch()
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