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import gradio as gr | |
from models.codet5 import CodeT5 | |
from models.other_models import OtherModels | |
from repositories.github_api import GitHubAPI | |
codet5_model = CodeT5() | |
other_models = OtherModels() | |
github_api = GitHubAPI() | |
def analyze_repository(repo_url): | |
repo_data = github_api.get_repository(repo_url) | |
optimization_results = codet5_model.analyze(repo_data, github_api) | |
bug_hunting_results = other_models.analyze(repo_data, github_api) | |
return optimization_results, bug_hunting_results | |
iface = gr.Interface( | |
fn=analyze_repository, | |
inputs=gr.Textbox(lines=1, placeholder="Enter GitHub Repository URL (e.g., https://github.com/owner/repo)"), | |
outputs=[ | |
gr.Textbox(lines=10, label="Optimization Results"), | |
gr.Textbox(lines=10, label="Bug Hunting Results"), | |
], | |
title="GitHub Repository Analyzer", | |
description="Analyze GitHub repositories for optimization suggestions and potential bugs using CodeT5 and other models.", | |
) | |
iface.launch() |