Update app.py
Browse files
app.py
CHANGED
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@@ -4,7 +4,7 @@ import json
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import tempfile
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import shutil
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from pathlib import Path
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from typing import Dict, Any, Tuple, List
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from dotenv import load_dotenv
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# Import all the analyzer modules
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@@ -20,111 +20,79 @@ from prompt_analyzer import create_handler
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load_dotenv()
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class StyleAnalyzerApp:
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"""Modern Gradio application for GitHub code style analysis"""
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def __init__(self):
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"""Initialize the application with temporary directory and handler"""
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self.temp_dir = tempfile.mkdtemp()
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self.handler = create_handler()
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def cleanup(self):
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"""Clean up temporary files on application shutdown"""
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if os.path.exists(self.temp_dir):
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shutil.rmtree(self.temp_dir)
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files: List[gr.File],
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username: str,
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github_token: str = None,
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gemini_key: str = None) -> Tuple[str, Dict]:
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"""
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username: GitHub username
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github_token: Optional GitHub API token
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gemini_key: Optional Google Gemini API key
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Returns:
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Tuple containing status message and analysis results
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"""
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# Set environment variables if provided
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gemini_key="AIzaSyBHtQa-YQwhlDGihbyUUlS2MiclnXxiN8E"
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github_token="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"
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try:
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for file in files:
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file_path = file.name
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if file_path.endswith('report.json'):
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with open(file_path, 'r') as f:
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report_data = json.load(f)
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# Save to user directory
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with open(user_path / 'report.json', 'w') as out_f:
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json.dump(report_data, out_f)
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else:
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# Copy other files to user directory
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shutil.copy2(file_path, user_path)
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if not report_data:
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return
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repo_selector = RepositorySelector(self.temp_dir, username)
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sources_to_analyze = repo_selector.select_repositories(report_data)
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# Update status
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yield gr.update(value="Analyzing repository structure..."), None
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# Analyze repository structure
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sources_data = analyze_repository_structure(sources_to_analyze, user_path)
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# Perform analyses with status updates
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yield gr.update(value="Analyzing code style patterns..."), None
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code_style = analyze_code_style(sources_data)
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yield gr.update(value="Analyzing temporal patterns..."), None
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temporal_patterns = analyze_temporal_patterns(sources_data, report_data)
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yield gr.update(value="Analyzing project preferences..."), None
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project_preferences = analyze_project_preferences(sources_data)
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sources_data,
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code_style,
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project_preferences,
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temporal_patterns
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)
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# Combine results
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analysis_results = {
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"code_style_metrics": code_style,
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"temporal_patterns": temporal_patterns,
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"project_preferences": project_preferences,
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"identity_confidence": identity_confidence,
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}
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yield gr.update(value="Analysis completed successfully!"), analysis_results
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except Exception as e:
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def create_interface(self) -> gr.Blocks:
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"""Create the Gradio interface
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# Custom CSS for better styling
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css = """
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.gradio-container {
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font-family: 'Helvetica Neue', Arial, sans-serif;
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}
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.analyze-btn {
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background-color: #2196F3;
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color: white;
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border-radius: 5px;
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cursor: pointer;
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}
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.analyze-btn:hover {
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background-color: #1976D2;
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}
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"""
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with gr.Blocks(css=css, theme=gr.themes.Base()) as interface:
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# GitHub Stylometry Analyzer
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Analyze coding patterns and style from GitHub repositories.
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## Instructions
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1. Enter your GitHub username
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2. Upload your repository files including report.json
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3. Optionally provide API tokens for enhanced analysis
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4. Click Analyze to begin
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""")
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with gr.Group():
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with gr.Column(scale=1):
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username = gr.Textbox(
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label="GitHub Username",
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placeholder="Enter your GitHub username"
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scale=2
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)
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with gr.Accordion("API Configuration", open=False):
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github_token = gr.Textbox(
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label="GitHub Token",
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placeholder="Your GitHub API token",
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type="password"
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show_label=True
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)
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gemini_key = gr.Textbox(
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label="Google Gemini API Key",
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placeholder="Your Gemini API key",
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type="password"
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show_label=True
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)
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files = gr.File(
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label="Upload Repository Files",
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file_count="multiple",
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file_types=[".json", ".git", ".zip"]
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scale=2
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)
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analyze_btn = gr.Button(
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"Start Analysis",
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elem_classes=["analyze-btn"]
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variant="primary"
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)
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with gr.Column(scale=1):
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interactive=False
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)
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# Event handlers
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analyze_btn.click(
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fn=self.
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inputs=[files, username, github_token, gemini_key],
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outputs=[status, results]
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api_name="analyze"
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)
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# Example usage section
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with gr.Accordion("Example Usage", open=False):
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gr.Markdown("""
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### Example Repository Analysis
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1. Export your GitHub repository data using gh-analyze
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2. Upload the generated report.json and repository files
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3. The analyzer will process:
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- Code style patterns
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- Temporal commit patterns
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- Project preferences
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- Developer identity confidence
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Results include detailed metrics and analysis across multiple dimensions.
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""")
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return interface
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def main():
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"""Main application entry point"""
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app = StyleAnalyzerApp()
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interface = app.create_interface()
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try:
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interface.queue(max_size=5).launch(
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server_name="0.0.0.0",
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server_port=7860,
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share=True,
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show_error=True
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favicon_path="favicon.ico",
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auth=None, # Add authentication if needed
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)
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finally:
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app.cleanup()
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import tempfile
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import shutil
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from pathlib import Path
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from typing import Dict, Any, Tuple, List, Generator
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from dotenv import load_dotenv
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# Import all the analyzer modules
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load_dotenv()
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class StyleAnalyzerApp:
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def __init__(self):
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self.temp_dir = tempfile.mkdtemp()
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self.handler = create_handler()
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def cleanup(self):
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if os.path.exists(self.temp_dir):
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shutil.rmtree(self.temp_dir)
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def process_analysis(self, user_path: Path, sources_to_analyze: List[str]) -> Tuple[str, Dict]:
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"""Perform the main analysis steps"""
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sources_data = analyze_repository_structure(sources_to_analyze, user_path)
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code_style = analyze_code_style(sources_data)
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temporal_patterns = analyze_temporal_patterns(sources_data, self.report_data)
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project_preferences = analyze_project_preferences(sources_data)
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identity_confidence = calculate_identity_confidence(
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sources_data,
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code_style,
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project_preferences,
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temporal_patterns
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)
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return {
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"code_style_metrics": code_style,
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"temporal_patterns": temporal_patterns,
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"project_preferences": project_preferences,
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"identity_confidence": identity_confidence,
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}
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def process_files(self,
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files: List[gr.File],
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username: str,
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github_token: str = None,
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gemini_key: str = None) -> Tuple[str, Dict]:
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"""Process uploaded files and run analysis"""
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try:
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# Set environment variables if provided
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gemini_key="AIzaSyBHtQa-YQwhlDGihbyUUlS2MiclnXxiN8E"
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github_token="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"
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# Create user directory
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user_path = Path(self.temp_dir) / username
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user_path.mkdir(parents=True, exist_ok=True)
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# Process uploaded files
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report_data = None
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for file in files:
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file_path = file.name
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if file_path.endswith('report.json'):
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with open(file_path, 'r') as f:
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report_data = json.load(f)
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with open(user_path / 'report.json', 'w') as out_f:
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json.dump(report_data, out_f)
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else:
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shutil.copy2(file_path, user_path)
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if not report_data:
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return "Error: No report.json file found in uploads", None
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self.report_data = report_data
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repo_selector = RepositorySelector(self.temp_dir, username)
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sources_to_analyze = repo_selector.select_repositories(report_data)
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analysis_results = self.process_analysis(user_path, sources_to_analyze)
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return "Analysis completed successfully!", analysis_results
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except Exception as e:
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return f"Error during analysis: {str(e)}", None
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def create_interface(self) -> gr.Blocks:
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"""Create the Gradio interface"""
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css = """
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.gradio-container { font-family: 'Helvetica Neue', Arial, sans-serif; }
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.analyze-btn {
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background-color: #2196F3;
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color: white;
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border-radius: 5px;
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cursor: pointer;
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}
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.analyze-btn:hover { background-color: #1976D2; }
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"""
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with gr.Blocks(css=css, theme=gr.themes.Base()) as interface:
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# GitHub Stylometry Analyzer
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Analyze coding patterns and style from GitHub repositories.
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""")
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with gr.Group():
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with gr.Column(scale=1):
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username = gr.Textbox(
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label="GitHub Username",
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placeholder="Enter your GitHub username"
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)
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with gr.Accordion("API Configuration", open=False):
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github_token = gr.Textbox(
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label="GitHub Token",
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placeholder="Your GitHub API token",
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type="password"
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)
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gemini_key = gr.Textbox(
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label="Google Gemini API Key",
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placeholder="Your Gemini API key",
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type="password"
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)
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files = gr.File(
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label="Upload Repository Files",
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file_count="multiple",
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file_types=[".json", ".git", ".zip"]
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)
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analyze_btn = gr.Button(
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"Start Analysis",
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elem_classes=["analyze-btn"]
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)
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with gr.Column(scale=1):
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interactive=False
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)
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analyze_btn.click(
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fn=self.process_files,
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inputs=[files, username, github_token, gemini_key],
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outputs=[status, results]
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)
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return interface
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def main():
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app = StyleAnalyzerApp()
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interface = app.create_interface()
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try:
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interface.queue().launch(
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server_name="0.0.0.0",
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server_port=7860,
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share=True,
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show_error=True
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)
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finally:
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app.cleanup()
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