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Runtime error
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Update app.py
Browse files
app.py
CHANGED
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@@ -7,13 +7,8 @@ import tempfile
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import time
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from pathlib import Path
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from datetime import datetime
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import asyncio
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import aiohttp
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from typing import List, Dict, Any
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import logging
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import
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from pylint import lint
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from io import StringIO
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# Configure logging
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logging.basicConfig(
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@@ -22,6 +17,94 @@ logging.basicConfig(
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logger = logging.getLogger(__name__)
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class EnhancedAppBuilder:
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def __init__(self):
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self.TEMPLATES = {
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@@ -54,32 +137,15 @@ class EnhancedAppBuilder:
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"multiple": False
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},
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"code_snippet": 'gr.File(file_types={file_types}, label="{label}")'
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},
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"DataTable": {
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"properties": {
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"headers": [],
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"row_count": 10,
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"interactive": True
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},
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"code_snippet": 'gr.Dataframe(headers={headers}, interactive={interactive})'
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},
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"3D Plot": {
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"properties": {
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"type": ["surface", "scatter3d", "line3d"],
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"data": None
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},
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"code_snippet": 'gr.Plot3D(value=plot3d_{id})'
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}
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}
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async def validate_component(self, component: Dict) -> tuple:
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"""Validate component configuration"""
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try:
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required_fields = ["type", "properties", "id"]
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if not all(field in component for field in required_fields):
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return False, "Missing required fields"
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# Validate component type
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if component["type"] not in {**components_registry, **self.ADVANCED_COMPONENTS}:
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return False, f"Invalid component type: {component['type']}"
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@@ -87,187 +153,56 @@ class EnhancedAppBuilder:
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except Exception as e:
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return False, f"Validation error: {str(e)}"
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"""Format Python code using black"""
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try:
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return black.format_str(code, mode=black.FileMode())
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except Exception as e:
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logger.error(f"Code formatting error: {str(e)}")
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return code
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def lint_code(self, code: str) -> List[str]:
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"""Run pylint on generated code"""
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with tempfile.NamedTemporaryFile(mode='w', suffix='.py') as tmp:
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tmp.write(code)
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tmp.flush()
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output = StringIO()
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lint.Run([tmp.name], do_exit=False, reporter=lint.reporters.TextReporter(output))
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return output.getvalue().split('\n')
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async def optimize_layout(self, components: List[Dict]) -> List[Dict]:
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"""Optimize component layout for better UX"""
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# Group related components
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groups = {}
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for comp in components:
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category = comp['type'].split('_')[0]
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if category not in groups:
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groups[category] = []
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groups[category].append(comp)
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# Arrange components in optimal order
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optimized = []
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for category in ['input', 'process', 'output']:
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if category in groups:
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optimized.extend(groups[category])
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return optimized
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class EnhancedAppCreationProcess(AppCreationProcess):
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def __init__(self):
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super().__init__()
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self.builder = EnhancedAppBuilder()
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self.history = []
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self.current_theme = "Default"
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self.custom_css = ""
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self.event_handlers = {}
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self.dependencies = []
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def save_snapshot(self):
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"""Save current state snapshot"""
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snapshot = {
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'timestamp': datetime.now().isoformat(),
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'app_name': self.app_name,
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'components': self.components.copy(),
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'theme': self.
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'custom_css': self.custom_css
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}
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self.history.append(snapshot)
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def restore_snapshot(self, index: int):
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"""Restore from saved snapshot"""
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if 0 <= index < len(self.history):
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snapshot = self.history[index]
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self.app_name = snapshot['app_name']
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self.components = snapshot['components']
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self.current_theme = snapshot['theme']
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self.custom_css = snapshot['custom_css']
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return "Snapshot restored successfully"
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return "Invalid snapshot index"
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async def generate_enhanced_code(self):
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"""Generate enhanced application code"""
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try:
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# Start with imports
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code = """import gradio as gr
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import pandas as pd
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import numpy as np
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import plotly.express as px
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from pathlib import Path
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import logging
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import json
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# Configure logging
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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"""
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# Add theme configuration
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theme_config = self.builder.THEMES.get(self.current_theme, {})
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code += f"\ntheme = gr.themes.Default({', '.join(f'{k}={v!r}' for k, v in theme_config.items())})\n"
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# Add custom CSS
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if self.custom_css:
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code += f"\ncustom_css = '''{self.custom_css}'''\n"
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# Start app definition
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code += f"\nwith gr.Blocks(theme=theme{',' if self.custom_css else ''} css=custom_css) as {self.app_name}:\n"
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optimized_components = await self.builder.optimize_layout(self.components)
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# Generate component code
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for component in optimized_components:
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code += f" {Component(**component).render()}\n"
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# Add event handlers
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for handler in self.event_handlers:
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code += f"\n {handler['trigger']}.change(fn={handler['function']}, "
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code += f"inputs={handler['inputs']}, outputs={handler['outputs']})\n"
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# Add launch configuration
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code += f"\n{self.app_name}.launch(share=True, debug=True)\n"
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formatted_code = self.builder.format_code(code)
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# Run linting
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lint_results = self.builder.lint_code(formatted_code)
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return formatted_code, lint_results
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except Exception as e:
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logger.error(f"Code generation error: {str(e)}")
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return str(e), []
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"""Enhanced deployment process"""
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try:
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# Generate code
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code, lint_results = await self.generate_enhanced_code()
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# Create deployment directory
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deploy_dir = Path(f"deployment_{self.app_name}")
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deploy_dir.mkdir(exist_ok=True)
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# Save main application file
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with open(deploy_dir / "app.py", "w") as f:
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f.write(code)
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# Generate requirements.txt
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requirements = [
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"gradio>=3.50.2",
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"pandas",
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"numpy",
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"plotly",
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"pillow",
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"scikit-learn"
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]
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with open(deploy_dir / "requirements.txt", "w") as f:
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f.write("\n".join(requirements))
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# Generate README.md
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readme = f"""# {self.app_name}
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Generated by Enhanced App Builder
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## Features
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- Interactive web interface
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- Data visualization capabilities
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- Responsive design with {self.current_theme} theme
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- Advanced component integration
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## Setup
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1. Install requirements: `pip install -r requirements.txt`
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2. Run the app: `python app.py`
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"""
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with open(deploy_dir / "README.md", "w") as f:
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f.write(readme)
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return {
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"status": "success",
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"message": f"Deployment files generated in {deploy_dir}",
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"lint_results": lint_results
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}
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except Exception as e:
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logger.error(f"Deployment error: {str(e)}")
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return {
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"status": "error",
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"message": str(e)
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}
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# Create enhanced interface
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def create_enhanced_interface():
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app_process = EnhancedAppCreationProcess()
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with gr.Tabs():
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# App Configuration Tab
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with gr.TabItem("📱 App Configuration"):
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init_status = gr.Markdown()
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# Component Builder Tab
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with gr.TabItem("🔧 Component Builder"):
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with gr.Column():
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components_display = gr.HTML()
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# Style Editor Tab
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with gr.TabItem("🎨 Style Editor"):
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custom_css = gr.Code(
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label="Custom CSS",
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language="css"
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)
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apply_style_button = gr.Button("Apply Style")
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style_status = gr.Markdown()
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# Code Generator Tab
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with gr.TabItem("💻 Code Generator"):
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generate_code_button = gr.Button("Generate Code")
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generated_code = gr.Code(language="python")
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lint_results = gr.Markdown()
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# Deployment Tab
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with gr.TabItem("🚀 Deployment"):
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with gr.Group():
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deploy_button = gr.Button("Deploy Application")
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deployment_status = gr.Markdown()
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with gr.Accordion("Deployment Logs", open=False):
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deployment_logs = gr.TextArea(label="Logs", interactive=False)
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# Footer
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gr.Markdown("---")
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with gr.Row():
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gr.Markdown("### 📊 Build Status")
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components_count = gr.Number(label="Components", value=0)
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validation_status = gr.Markdown()
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# Event handlers
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app_process.
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return f"Theme updated to {theme_name}"
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-
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try:
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app_process.app_name = name
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# Load template if selected
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if template:
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# Implementation for template loading
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pass
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app_process.save_snapshot()
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return f"✅ App '{name}' initialized successfully with {template} template!"
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except Exception as e:
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return f"❌ Error: {str(e)}"
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try:
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result = app_process.add_component(comp_type)
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return result, count, "✅ Component added successfully"
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except Exception as e:
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return None,
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async def generate_code():
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try:
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code, lint_results = await app_process.generate_enhanced_code()
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return
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code,
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"### Lint Results:\n" + "\n".join(lint_results)
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)
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except Exception as e:
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return str(e), "❌ Error in code generation"
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async def deploy():
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try:
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result = await app_process.deploy_enhanced()
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return (
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f"### Deployment Status: {result['status']}\n\n{result['message']}",
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"\n".join(result.get('lint_results', []))
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)
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except Exception as e:
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return f"❌
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# Connect event handlers
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theme_dropdown.change(update_theme, inputs=[theme_dropdown], outputs=[
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init_app_button.click(init_app, inputs=[app_name_input, template_dropdown], outputs=[init_status])
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add_component_button.click(add_component, inputs=[component_type], outputs=[components_display,
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generate_code_button.click(generate_code, outputs=[generated_code, lint_results])
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deploy_button.click(deploy, outputs=[deployment_status, deployment_logs])
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return iface
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# Launch the
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if __name__ == "__main__":
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iface = create_enhanced_interface()
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iface.launch(
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server_port=7860,
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share=True,
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debug=True
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)
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import time
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from pathlib import Path
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from datetime import datetime
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import logging
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from typing import Dict, List, Any
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# Configure logging
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logging.basicConfig(
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)
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logger = logging.getLogger(__name__)
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# Base Component Registry
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components_registry = {
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"Button": {
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"properties": {"label": "Click Me", "onclick": ""},
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"description": "A clickable button",
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"code_snippet": 'gr.Button(value="{label}", variant="primary")',
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},
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"Text Input": {
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"properties": {"value": "", "placeholder": "Enter text"},
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"description": "A field for entering text",
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"code_snippet": 'gr.Textbox(label="{placeholder}")',
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},
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"Image": {
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"properties": {"src": "#", "alt": "Image"},
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"description": "Displays an image",
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"code_snippet": 'gr.Image(label="{alt}")',
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},
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"Dropdown": {
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"properties": {"choices": ["Option 1", "Option 2"], "value": ""},
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"description": "A dropdown menu for selecting options",
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"code_snippet": 'gr.Dropdown(choices={choices}, label="Dropdown")',
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},
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}
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# Define Component class first
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class Component:
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def __init__(self, type, properties=None, id=None):
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self.id = id or random.randint(1000, 9999)
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+
self.type = type
|
| 49 |
+
self.properties = properties or components_registry[type]["properties"].copy()
|
| 50 |
+
|
| 51 |
+
def to_dict(self):
|
| 52 |
+
return {
|
| 53 |
+
"id": self.id,
|
| 54 |
+
"type": self.type,
|
| 55 |
+
"properties": self.properties,
|
| 56 |
+
}
|
| 57 |
+
|
| 58 |
+
def render(self):
|
| 59 |
+
if self.type == "Dropdown":
|
| 60 |
+
self.properties["choices"] = (
|
| 61 |
+
str(self.properties["choices"])
|
| 62 |
+
.replace("[", "")
|
| 63 |
+
.replace("]", "")
|
| 64 |
+
.replace("'", "")
|
| 65 |
+
)
|
| 66 |
+
return components_registry[self.type]["code_snippet"].format(**self.properties)
|
| 67 |
+
|
| 68 |
+
# Define AppCreationProcess class before EnhancedAppCreationProcess
|
| 69 |
+
class AppCreationProcess:
|
| 70 |
+
def __init__(self):
|
| 71 |
+
self.current_step = 1
|
| 72 |
+
self.app_name = ""
|
| 73 |
+
self.components = []
|
| 74 |
+
self.theme = "Default"
|
| 75 |
+
self.custom_css = ""
|
| 76 |
+
|
| 77 |
+
def get_current_step_info(self):
|
| 78 |
+
steps = {
|
| 79 |
+
1: "App Initialization",
|
| 80 |
+
2: "Component Addition",
|
| 81 |
+
3: "Property Configuration",
|
| 82 |
+
4: "Code Generation",
|
| 83 |
+
5: "Deployment"
|
| 84 |
+
}
|
| 85 |
+
return f"Step {self.current_step}: {steps[self.current_step]}"
|
| 86 |
+
|
| 87 |
+
def add_component(self, component_type):
|
| 88 |
+
new_component = Component(component_type)
|
| 89 |
+
self.components.append(new_component.to_dict())
|
| 90 |
+
return self.update_app_canvas()
|
| 91 |
+
|
| 92 |
+
def update_app_canvas(self):
|
| 93 |
+
components_html = "".join([
|
| 94 |
+
f"<div>Component ID: {component['id']}, Type: {component['type']}, "
|
| 95 |
+
f"Properties: {component['properties']}</div>"
|
| 96 |
+
for component in self.components
|
| 97 |
+
])
|
| 98 |
+
return components_html
|
| 99 |
+
|
| 100 |
+
def generate_python_code(self):
|
| 101 |
+
code = f"""import gradio as gr\n\nwith gr.Blocks() as {self.app_name}:\n"""
|
| 102 |
+
for component in self.components:
|
| 103 |
+
code += " " + Component(**component).render() + "\n"
|
| 104 |
+
code += f"\n{self.app_name}.launch()\n"
|
| 105 |
+
return code
|
| 106 |
+
|
| 107 |
+
# Now define EnhancedAppBuilder
|
| 108 |
class EnhancedAppBuilder:
|
| 109 |
def __init__(self):
|
| 110 |
self.TEMPLATES = {
|
|
|
|
| 137 |
"multiple": False
|
| 138 |
},
|
| 139 |
"code_snippet": 'gr.File(file_types={file_types}, label="{label}")'
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|
| 140 |
}
|
| 141 |
}
|
| 142 |
|
| 143 |
async def validate_component(self, component: Dict) -> tuple:
|
|
|
|
| 144 |
try:
|
| 145 |
required_fields = ["type", "properties", "id"]
|
| 146 |
if not all(field in component for field in required_fields):
|
| 147 |
return False, "Missing required fields"
|
| 148 |
|
|
|
|
| 149 |
if component["type"] not in {**components_registry, **self.ADVANCED_COMPONENTS}:
|
| 150 |
return False, f"Invalid component type: {component['type']}"
|
| 151 |
|
|
|
|
| 153 |
except Exception as e:
|
| 154 |
return False, f"Validation error: {str(e)}"
|
| 155 |
|
| 156 |
+
# Then define EnhancedAppCreationProcess
|
|
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|
|
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|
| 157 |
class EnhancedAppCreationProcess(AppCreationProcess):
|
| 158 |
def __init__(self):
|
| 159 |
super().__init__()
|
| 160 |
self.builder = EnhancedAppBuilder()
|
| 161 |
self.history = []
|
|
|
|
|
|
|
| 162 |
self.event_handlers = {}
|
| 163 |
self.dependencies = []
|
| 164 |
+
|
| 165 |
def save_snapshot(self):
|
|
|
|
| 166 |
snapshot = {
|
| 167 |
'timestamp': datetime.now().isoformat(),
|
| 168 |
'app_name': self.app_name,
|
| 169 |
'components': self.components.copy(),
|
| 170 |
+
'theme': self.theme,
|
| 171 |
'custom_css': self.custom_css
|
| 172 |
}
|
| 173 |
self.history.append(snapshot)
|
| 174 |
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 175 |
async def generate_enhanced_code(self):
|
|
|
|
| 176 |
try:
|
|
|
|
| 177 |
code = """import gradio as gr
|
| 178 |
import pandas as pd
|
| 179 |
import numpy as np
|
|
|
|
| 180 |
from pathlib import Path
|
| 181 |
import logging
|
|
|
|
| 182 |
|
|
|
|
| 183 |
logging.basicConfig(level=logging.INFO)
|
| 184 |
logger = logging.getLogger(__name__)
|
| 185 |
"""
|
| 186 |
+
theme_config = self.builder.THEMES.get(self.theme, {})
|
|
|
|
|
|
|
| 187 |
code += f"\ntheme = gr.themes.Default({', '.join(f'{k}={v!r}' for k, v in theme_config.items())})\n"
|
| 188 |
|
|
|
|
| 189 |
if self.custom_css:
|
| 190 |
code += f"\ncustom_css = '''{self.custom_css}'''\n"
|
| 191 |
|
|
|
|
| 192 |
code += f"\nwith gr.Blocks(theme=theme{',' if self.custom_css else ''} css=custom_css) as {self.app_name}:\n"
|
| 193 |
|
| 194 |
+
for component in self.components:
|
|
|
|
|
|
|
|
|
|
|
|
|
| 195 |
code += f" {Component(**component).render()}\n"
|
| 196 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 197 |
code += f"\n{self.app_name}.launch(share=True, debug=True)\n"
|
| 198 |
|
| 199 |
+
return code, []
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 200 |
|
| 201 |
except Exception as e:
|
| 202 |
logger.error(f"Code generation error: {str(e)}")
|
| 203 |
return str(e), []
|
| 204 |
|
| 205 |
+
# Create the interface
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 206 |
def create_enhanced_interface():
|
| 207 |
app_process = EnhancedAppCreationProcess()
|
| 208 |
|
|
|
|
| 222 |
with gr.Tabs():
|
| 223 |
# App Configuration Tab
|
| 224 |
with gr.TabItem("📱 App Configuration"):
|
| 225 |
+
app_name_input = gr.Textbox(label="App Name")
|
| 226 |
+
template_dropdown = gr.Dropdown(
|
| 227 |
+
choices=list(app_process.builder.TEMPLATES.keys()),
|
| 228 |
+
label="Template"
|
| 229 |
+
)
|
| 230 |
+
init_app_button = gr.Button("Initialize App", variant="primary")
|
| 231 |
+
init_status = gr.Markdown()
|
|
|
|
| 232 |
|
| 233 |
# Component Builder Tab
|
| 234 |
with gr.TabItem("🔧 Component Builder"):
|
|
|
|
| 242 |
with gr.Column():
|
| 243 |
components_display = gr.HTML()
|
| 244 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 245 |
# Code Generator Tab
|
| 246 |
with gr.TabItem("💻 Code Generator"):
|
| 247 |
generate_code_button = gr.Button("Generate Code")
|
| 248 |
generated_code = gr.Code(language="python")
|
| 249 |
lint_results = gr.Markdown()
|
| 250 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 251 |
# Event handlers
|
| 252 |
+
def update_theme(theme_name):
|
| 253 |
+
app_process.theme = theme_name
|
| 254 |
return f"Theme updated to {theme_name}"
|
| 255 |
|
| 256 |
+
def init_app(name, template):
|
| 257 |
try:
|
| 258 |
app_process.app_name = name
|
|
|
|
|
|
|
|
|
|
|
|
|
| 259 |
app_process.save_snapshot()
|
| 260 |
return f"✅ App '{name}' initialized successfully with {template} template!"
|
| 261 |
except Exception as e:
|
| 262 |
return f"❌ Error: {str(e)}"
|
| 263 |
|
| 264 |
+
def add_component(comp_type):
|
| 265 |
try:
|
| 266 |
result = app_process.add_component(comp_type)
|
| 267 |
+
return result, "✅ Component added successfully"
|
|
|
|
| 268 |
except Exception as e:
|
| 269 |
+
return None, f"❌ Error: {str(e)}"
|
| 270 |
|
| 271 |
async def generate_code():
|
| 272 |
try:
|
| 273 |
code, lint_results = await app_process.generate_enhanced_code()
|
| 274 |
+
return code, "Code generated successfully"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 275 |
except Exception as e:
|
| 276 |
+
return str(e), f"❌ Error in code generation: {str(e)}"
|
| 277 |
|
| 278 |
# Connect event handlers
|
| 279 |
+
theme_dropdown.change(update_theme, inputs=[theme_dropdown], outputs=[init_status])
|
| 280 |
init_app_button.click(init_app, inputs=[app_name_input, template_dropdown], outputs=[init_status])
|
| 281 |
+
add_component_button.click(add_component, inputs=[component_type], outputs=[components_display, init_status])
|
| 282 |
generate_code_button.click(generate_code, outputs=[generated_code, lint_results])
|
|
|
|
| 283 |
|
| 284 |
return iface
|
| 285 |
|
| 286 |
+
# Launch the application
|
| 287 |
if __name__ == "__main__":
|
| 288 |
iface = create_enhanced_interface()
|
| 289 |
+
iface.launch(server_port=7860, share=True, debug=True)
|
|
|
|
|
|
|
|
|
|
|
|