""" Template Validator for HuggingFace Space Generator This module provides comprehensive validation of the space template to ensure it contains all required components and valid Python syntax. Used during development and before deployment package generation. """ import ast from typing import Dict, List, Any def validate_template(template_string: str = None) -> bool: """ Comprehensive validation of the space template Args: template_string: The template to validate. If None, imports from space_template. Returns: bool: True if validation passes, raises ValueError if it fails """ # Import template if not provided if template_string is None: from space_template import SPACE_TEMPLATE template_string = SPACE_TEMPLATE # Required placeholders that must exist in the template required_placeholders = [ 'name', 'description', 'system_prompt', 'temperature', 'max_tokens', 'model', 'api_key_var', 'theme', 'grounding_urls', 'enable_dynamic_urls', 'enable_file_upload', 'examples', 'language' ] validation_results = { 'placeholder_check': {'passed': True, 'missing': [], 'errors': []}, 'syntax_check': {'passed': True, 'errors': []}, 'structure_check': {'passed': True, 'errors': []}, 'import_check': {'passed': True, 'errors': []}, 'class_check': {'passed': True, 'errors': []}, 'function_check': {'passed': True, 'errors': []} } # 1. Check for required placeholders print("šŸ” Checking placeholders...") missing = [] for placeholder in required_placeholders: if f'{{{placeholder}}}' not in template_string: missing.append(placeholder) if missing: validation_results['placeholder_check']['passed'] = False validation_results['placeholder_check']['missing'] = missing validation_results['placeholder_check']['errors'].append( f"Missing required placeholders: {', '.join(missing)}" ) else: print("āœ… All required placeholders found") # 2. Validate Python syntax with sample values print("šŸ” Checking Python syntax...") sample_values = { 'name': repr("Test Space"), 'description': repr("Test Description"), 'system_prompt': repr("You are a helpful assistant."), 'temperature': '0.7', 'max_tokens': '2000', 'model': repr("openai/gpt-4o-mini"), 'api_key_var': repr("API_KEY"), 'theme': repr("Default"), 'grounding_urls': '[]', 'enable_dynamic_urls': 'False', 'enable_file_upload': 'False', 'examples': '[]', 'language': repr("English") } # Create test template with sample values test_template = template_string for key, value in sample_values.items(): test_template = test_template.replace(f'{{{key}}}', value) try: # Parse the template as Python code ast.parse(test_template) print("āœ… Python syntax is valid") except SyntaxError as e: validation_results['syntax_check']['passed'] = False validation_results['syntax_check']['errors'].append( f"Syntax error at line {e.lineno}: {e.msg}" ) print(f"āŒ Syntax error: {e}") # 3. Check for required imports print("šŸ” Checking required imports...") required_imports = [ 'import gradio as gr', 'import requests', 'import json', 'from datetime import datetime' ] for imp in required_imports: if imp not in template_string: validation_results['import_check']['passed'] = False validation_results['import_check']['errors'].append(f"Missing import: {imp}") if validation_results['import_check']['passed']: print("āœ… All required imports present") # 4. Check for required classes print("šŸ” Checking required classes...") required_classes = ['ConfigurationManager'] # Only ConfigurationManager is a class in the template for cls in required_classes: if f'class {cls}' not in template_string: validation_results['class_check']['passed'] = False validation_results['class_check']['errors'].append(f"Missing class: {cls}") if validation_results['class_check']['passed']: print("āœ… All required classes found") # 5. Check for required functions print("šŸ” Checking required functions...") required_functions = [ 'def respond', # Main chat response function 'def process_file_upload', 'def fetch_url_content', 'def export_conversation', 'def create_interface' ] for func in required_functions: if func not in template_string: validation_results['function_check']['passed'] = False validation_results['function_check']['errors'].append( f"Missing function: {func.replace('def ', '')}" ) if validation_results['function_check']['passed']: print("āœ… All required functions found") # 6. Structure validation print("šŸ” Checking template structure...") # Check for proper configuration section if 'DEFAULT_CONFIG = {' not in template_string: validation_results['structure_check']['passed'] = False validation_results['structure_check']['errors'].append("Missing DEFAULT_CONFIG dictionary") # Check for Gradio app launch if 'demo.launch()' not in template_string and 'app.launch()' not in template_string: validation_results['structure_check']['passed'] = False validation_results['structure_check']['errors'].append("Missing Gradio app launch") # Check for main execution block (with double quotes in template) if 'if __name__ == "__main__":' not in template_string: validation_results['structure_check']['passed'] = False validation_results['structure_check']['errors'].append("Missing main execution block") if validation_results['structure_check']['passed']: print("āœ… Template structure is valid") # Generate summary all_passed = all(check['passed'] for check in validation_results.values()) if all_passed: print("\nāœ… Template validation PASSED - All checks successful!") return True else: print("\nāŒ Template validation FAILED:") for check_name, result in validation_results.items(): if not result['passed']: print(f"\n {check_name.replace('_', ' ').title()}:") for error in result['errors']: print(f" - {error}") if result.get('missing'): print(f" Missing items: {', '.join(result['missing'])}") raise ValueError("Template validation failed. See details above.") return all_passed def validate_silently(template_string: str = None) -> tuple[bool, Dict[str, Any]]: """ Silent validation that returns results without printing Args: template_string: The template to validate. If None, imports from space_template. Returns: tuple: (success: bool, results: dict with validation details) """ # Import template if not provided if template_string is None: from space_template import SPACE_TEMPLATE template_string = SPACE_TEMPLATE # Required placeholders that must exist in the template required_placeholders = [ 'name', 'description', 'system_prompt', 'temperature', 'max_tokens', 'model', 'api_key_var', 'theme', 'grounding_urls', 'enable_dynamic_urls', 'enable_file_upload', 'examples', 'language' ] validation_results = { 'placeholder_check': {'passed': True, 'missing': [], 'errors': []}, 'syntax_check': {'passed': True, 'errors': []}, 'structure_check': {'passed': True, 'errors': []}, 'import_check': {'passed': True, 'errors': []}, 'class_check': {'passed': True, 'errors': []}, 'function_check': {'passed': True, 'errors': []} } # 1. Check for required placeholders missing = [] for placeholder in required_placeholders: if f'{{{placeholder}}}' not in template_string: missing.append(placeholder) if missing: validation_results['placeholder_check']['passed'] = False validation_results['placeholder_check']['missing'] = missing validation_results['placeholder_check']['errors'].append( f"Missing required placeholders: {', '.join(missing)}" ) # 2. Validate Python syntax with sample values sample_values = { 'name': repr("Test Space"), 'description': repr("Test Description"), 'system_prompt': repr("You are a helpful assistant."), 'temperature': '0.7', 'max_tokens': '2000', 'model': repr("openai/gpt-4o-mini"), 'api_key_var': repr("API_KEY"), 'theme': repr("Default"), 'grounding_urls': '[]', 'enable_dynamic_urls': 'False', 'enable_file_upload': 'False', 'examples': '[]', 'language': repr("English") } # Create test template with sample values test_template = template_string for key, value in sample_values.items(): test_template = test_template.replace(f'{{{key}}}', value) try: # Parse the template as Python code ast.parse(test_template) except SyntaxError as e: validation_results['syntax_check']['passed'] = False validation_results['syntax_check']['errors'].append( f"Syntax error at line {e.lineno}: {e.msg}" ) # 3. Check for required imports required_imports = [ 'import gradio as gr', 'import requests', 'import json', 'from datetime import datetime' ] for imp in required_imports: if imp not in template_string: validation_results['import_check']['passed'] = False validation_results['import_check']['errors'].append(f"Missing import: {imp}") # 4. Check for required classes required_classes = ['ConfigurationManager'] for cls in required_classes: if f'class {cls}' not in template_string: validation_results['class_check']['passed'] = False validation_results['class_check']['errors'].append(f"Missing class: {cls}") # 5. Check for required functions required_functions = [ 'def respond', 'def process_file_upload', 'def fetch_url_content', 'def export_conversation', 'def create_interface' ] for func in required_functions: if func not in template_string: validation_results['function_check']['passed'] = False validation_results['function_check']['errors'].append( f"Missing function: {func.replace('def ', '')}" ) # 6. Structure validation if 'DEFAULT_CONFIG = {' not in template_string: validation_results['structure_check']['passed'] = False validation_results['structure_check']['errors'].append("Missing DEFAULT_CONFIG dictionary") if 'demo.launch()' not in template_string and 'app.launch()' not in template_string: validation_results['structure_check']['passed'] = False validation_results['structure_check']['errors'].append("Missing Gradio app launch") if 'if __name__ == "__main__":' not in template_string: validation_results['structure_check']['passed'] = False validation_results['structure_check']['errors'].append("Missing main execution block") # Generate summary all_passed = all(check['passed'] for check in validation_results.values()) return all_passed, validation_results if __name__ == "__main__": # Run validation when module is executed directly validate_template()