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| import gradio as gr | |
| import requests | |
| import matplotlib.pyplot as plt | |
| # Function to fetch repository details from GitHub and generate a visualization | |
| def analyze_github_repo(repo_url): | |
| # Extract the username and repo name from the GitHub URL | |
| if "github.com" not in repo_url: | |
| return "Please provide a valid GitHub repository URL." | |
| parts = repo_url.split('/') | |
| if len(parts) < 5: | |
| return "URL should be in the format: https://github.com/username/repository" | |
| user, repo = parts[3], parts[4] | |
| # GitHub API endpoint to get repository details | |
| api_url = f"https://api.github.com/repos/{user}/{repo}" | |
| response = requests.get(api_url) | |
| # Check if repository exists | |
| if response.status_code == 404: | |
| return "Repository not found." | |
| # Parse the response | |
| data = response.json() | |
| # Extract relevant information | |
| stars = data.get('stargazers_count', 'N/A') | |
| forks = data.get('forks_count', 'N/A') | |
| issues = data.get('open_issues_count', 'N/A') | |
| contributors_url = data.get('contributors_url', None) | |
| # Get number of contributors and their contributions (commit count) | |
| contributors = [] | |
| if contributors_url: | |
| contributors_data = requests.get(contributors_url).json() | |
| for contributor in contributors_data: | |
| contributors.append({ | |
| 'login': contributor['login'], | |
| 'contributions': contributor['contributions'] | |
| }) | |
| # Data to plot | |
| metrics = { | |
| 'Stars': stars, | |
| 'Forks': forks, | |
| 'Open Issues': issues, | |
| 'Contributors': len(contributors) | |
| } | |
| # Create the bar plot | |
| fig, ax = plt.subplots() | |
| ax.bar(metrics.keys(), metrics.values(), color=['blue', 'green', 'red', 'orange']) | |
| ax.set_xlabel('Metrics') | |
| ax.set_ylabel('Count') | |
| ax.set_title(f"GitHub Repository Analysis: {repo_url}") | |
| # Save the plot as an image | |
| plt.tight_layout() | |
| plt.savefig("/mnt/data/github_analysis.png") | |
| plt.close() | |
| # Prepare contributor data for display | |
| contributor_info = "Contributors and Their Commit Contributions:\n" | |
| for contributor in contributors: | |
| contributor_info += f"{contributor['login']}: {contributor['contributions']} contributions\n" | |
| # Combine the visualization link and contributor data | |
| result = f"Repository: {repo_url}\n\n{contributor_info}\nImage of Repository Analysis:\n/mnt/data/github_analysis.png" | |
| return result, "/mnt/data/github_analysis.png" | |
| # Gradio interface for the tool | |
| iface = gr.Interface( | |
| fn=analyze_github_repo, | |
| inputs=gr.Textbox(label="Enter GitHub Repository URL", placeholder="https://github.com/username/repository"), | |
| outputs=[gr.Textbox(label="Repository Analysis"), gr.Image(label="Repository Analysis Visualization")], | |
| title="GitHub Repository Analysis Tool", | |
| description="Enter a GitHub repository URL to get basic analytics including stars, forks, issues, and contributors, along with a visual chart and contributor details." | |
| ) | |
| # Launch the app | |
| iface.launch() | |