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merge main-updates: add template validator, keyboard shortcuts, export improvements
Browse files- template_validator.py +320 -0
template_validator.py
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| 1 |
+
"""
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| 2 |
+
Template Validator for HuggingFace Space Generator
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| 3 |
+
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| 4 |
+
This module provides comprehensive validation of the space template
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+
to ensure it contains all required components and valid Python syntax.
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+
Used during development and before deployment package generation.
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+
"""
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+
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import ast
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from typing import Dict, List, Any
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+
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+
def validate_template(template_string: str = None) -> bool:
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"""
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+
Comprehensive validation of the space template
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+
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+
Args:
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| 18 |
+
template_string: The template to validate. If None, imports from space_template.
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Returns:
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bool: True if validation passes, raises ValueError if it fails
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+
"""
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# Import template if not provided
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if template_string is None:
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from space_template import SPACE_TEMPLATE
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template_string = SPACE_TEMPLATE
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# Required placeholders that must exist in the template
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+
required_placeholders = [
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'name', 'description', 'system_prompt', 'temperature', 'max_tokens',
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'model', 'api_key_var', 'theme', 'grounding_urls', 'enable_dynamic_urls',
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'enable_file_upload', 'examples', 'language'
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]
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validation_results = {
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'placeholder_check': {'passed': True, 'missing': [], 'errors': []},
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'syntax_check': {'passed': True, 'errors': []},
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'structure_check': {'passed': True, 'errors': []},
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'import_check': {'passed': True, 'errors': []},
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'class_check': {'passed': True, 'errors': []},
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'function_check': {'passed': True, 'errors': []}
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}
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# 1. Check for required placeholders
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print("π Checking placeholders...")
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missing = []
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+
for placeholder in required_placeholders:
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+
if f'{{{placeholder}}}' not in template_string:
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missing.append(placeholder)
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+
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| 52 |
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if missing:
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validation_results['placeholder_check']['passed'] = False
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validation_results['placeholder_check']['missing'] = missing
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validation_results['placeholder_check']['errors'].append(
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| 56 |
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f"Missing required placeholders: {', '.join(missing)}"
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| 57 |
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)
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else:
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print("β
All required placeholders found")
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| 60 |
+
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| 61 |
+
# 2. Validate Python syntax with sample values
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| 62 |
+
print("π Checking Python syntax...")
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| 63 |
+
sample_values = {
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| 64 |
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'name': repr("Test Space"),
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| 65 |
+
'description': repr("Test Description"),
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| 66 |
+
'system_prompt': repr("You are a helpful assistant."),
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| 67 |
+
'temperature': '0.7',
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| 68 |
+
'max_tokens': '2000',
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| 69 |
+
'model': repr("openai/gpt-4o-mini"),
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| 70 |
+
'api_key_var': repr("API_KEY"),
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| 71 |
+
'theme': repr("Default"),
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| 72 |
+
'grounding_urls': '[]',
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| 73 |
+
'enable_dynamic_urls': 'False',
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| 74 |
+
'enable_file_upload': 'False',
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| 75 |
+
'examples': '[]',
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| 76 |
+
'language': repr("English")
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| 77 |
+
}
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| 78 |
+
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| 79 |
+
# Create test template with sample values
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| 80 |
+
test_template = template_string
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| 81 |
+
for key, value in sample_values.items():
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| 82 |
+
test_template = test_template.replace(f'{{{key}}}', value)
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| 83 |
+
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| 84 |
+
try:
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| 85 |
+
# Parse the template as Python code
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| 86 |
+
ast.parse(test_template)
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| 87 |
+
print("β
Python syntax is valid")
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| 88 |
+
except SyntaxError as e:
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| 89 |
+
validation_results['syntax_check']['passed'] = False
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| 90 |
+
validation_results['syntax_check']['errors'].append(
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| 91 |
+
f"Syntax error at line {e.lineno}: {e.msg}"
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| 92 |
+
)
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| 93 |
+
print(f"β Syntax error: {e}")
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| 94 |
+
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| 95 |
+
# 3. Check for required imports
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| 96 |
+
print("π Checking required imports...")
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| 97 |
+
required_imports = [
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| 98 |
+
'import gradio as gr',
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| 99 |
+
'import requests',
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| 100 |
+
'import json',
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| 101 |
+
'from datetime import datetime'
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| 102 |
+
]
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| 103 |
+
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| 104 |
+
for imp in required_imports:
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| 105 |
+
if imp not in template_string:
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| 106 |
+
validation_results['import_check']['passed'] = False
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| 107 |
+
validation_results['import_check']['errors'].append(f"Missing import: {imp}")
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| 108 |
+
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| 109 |
+
if validation_results['import_check']['passed']:
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+
print("β
All required imports present")
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| 111 |
+
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| 112 |
+
# 4. Check for required classes
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| 113 |
+
print("π Checking required classes...")
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| 114 |
+
required_classes = ['ConfigurationManager'] # Only ConfigurationManager is a class in the template
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| 115 |
+
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| 116 |
+
for cls in required_classes:
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| 117 |
+
if f'class {cls}' not in template_string:
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| 118 |
+
validation_results['class_check']['passed'] = False
|
| 119 |
+
validation_results['class_check']['errors'].append(f"Missing class: {cls}")
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| 120 |
+
|
| 121 |
+
if validation_results['class_check']['passed']:
|
| 122 |
+
print("β
All required classes found")
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| 123 |
+
|
| 124 |
+
# 5. Check for required functions
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| 125 |
+
print("π Checking required functions...")
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| 126 |
+
required_functions = [
|
| 127 |
+
'def respond', # Main chat response function
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| 128 |
+
'def process_file_upload',
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| 129 |
+
'def fetch_url_content',
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| 130 |
+
'def export_conversation',
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| 131 |
+
'def create_interface'
|
| 132 |
+
]
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| 133 |
+
|
| 134 |
+
for func in required_functions:
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| 135 |
+
if func not in template_string:
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| 136 |
+
validation_results['function_check']['passed'] = False
|
| 137 |
+
validation_results['function_check']['errors'].append(
|
| 138 |
+
f"Missing function: {func.replace('def ', '')}"
|
| 139 |
+
)
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| 140 |
+
|
| 141 |
+
if validation_results['function_check']['passed']:
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| 142 |
+
print("β
All required functions found")
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| 143 |
+
|
| 144 |
+
# 6. Structure validation
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| 145 |
+
print("π Checking template structure...")
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| 146 |
+
|
| 147 |
+
# Check for proper configuration section
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| 148 |
+
if 'DEFAULT_CONFIG = {' not in template_string:
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| 149 |
+
validation_results['structure_check']['passed'] = False
|
| 150 |
+
validation_results['structure_check']['errors'].append("Missing DEFAULT_CONFIG dictionary")
|
| 151 |
+
|
| 152 |
+
# Check for Gradio app launch
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| 153 |
+
if 'demo.launch()' not in template_string and 'app.launch()' not in template_string:
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| 154 |
+
validation_results['structure_check']['passed'] = False
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| 155 |
+
validation_results['structure_check']['errors'].append("Missing Gradio app launch")
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| 156 |
+
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| 157 |
+
# Check for main execution block (with double quotes in template)
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| 158 |
+
if 'if __name__ == "__main__":' not in template_string:
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| 159 |
+
validation_results['structure_check']['passed'] = False
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| 160 |
+
validation_results['structure_check']['errors'].append("Missing main execution block")
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| 161 |
+
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| 162 |
+
if validation_results['structure_check']['passed']:
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| 163 |
+
print("β
Template structure is valid")
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| 164 |
+
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| 165 |
+
# Generate summary
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| 166 |
+
all_passed = all(check['passed'] for check in validation_results.values())
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| 167 |
+
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| 168 |
+
if all_passed:
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| 169 |
+
print("\nβ
Template validation PASSED - All checks successful!")
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| 170 |
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return True
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| 171 |
+
else:
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| 172 |
+
print("\nβ Template validation FAILED:")
|
| 173 |
+
for check_name, result in validation_results.items():
|
| 174 |
+
if not result['passed']:
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| 175 |
+
print(f"\n {check_name.replace('_', ' ').title()}:")
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| 176 |
+
for error in result['errors']:
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| 177 |
+
print(f" - {error}")
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| 178 |
+
if result.get('missing'):
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| 179 |
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print(f" Missing items: {', '.join(result['missing'])}")
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| 180 |
+
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| 181 |
+
raise ValueError("Template validation failed. See details above.")
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| 182 |
+
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| 183 |
+
return all_passed
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| 184 |
+
|
| 185 |
+
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| 186 |
+
def validate_silently(template_string: str = None) -> tuple[bool, Dict[str, Any]]:
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| 187 |
+
"""
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| 188 |
+
Silent validation that returns results without printing
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| 189 |
+
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| 190 |
+
Args:
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| 191 |
+
template_string: The template to validate. If None, imports from space_template.
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| 192 |
+
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| 193 |
+
Returns:
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| 194 |
+
tuple: (success: bool, results: dict with validation details)
|
| 195 |
+
"""
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| 196 |
+
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| 197 |
+
# Import template if not provided
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| 198 |
+
if template_string is None:
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| 199 |
+
from space_template import SPACE_TEMPLATE
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| 200 |
+
template_string = SPACE_TEMPLATE
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| 201 |
+
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| 202 |
+
# Required placeholders that must exist in the template
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| 203 |
+
required_placeholders = [
|
| 204 |
+
'name', 'description', 'system_prompt', 'temperature', 'max_tokens',
|
| 205 |
+
'model', 'api_key_var', 'theme', 'grounding_urls', 'enable_dynamic_urls',
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| 206 |
+
'enable_file_upload', 'examples', 'language'
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| 207 |
+
]
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| 208 |
+
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| 209 |
+
validation_results = {
|
| 210 |
+
'placeholder_check': {'passed': True, 'missing': [], 'errors': []},
|
| 211 |
+
'syntax_check': {'passed': True, 'errors': []},
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| 212 |
+
'structure_check': {'passed': True, 'errors': []},
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| 213 |
+
'import_check': {'passed': True, 'errors': []},
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| 214 |
+
'class_check': {'passed': True, 'errors': []},
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| 215 |
+
'function_check': {'passed': True, 'errors': []}
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| 216 |
+
}
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| 217 |
+
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| 218 |
+
# 1. Check for required placeholders
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| 219 |
+
missing = []
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| 220 |
+
for placeholder in required_placeholders:
|
| 221 |
+
if f'{{{placeholder}}}' not in template_string:
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| 222 |
+
missing.append(placeholder)
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| 223 |
+
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| 224 |
+
if missing:
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| 225 |
+
validation_results['placeholder_check']['passed'] = False
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| 226 |
+
validation_results['placeholder_check']['missing'] = missing
|
| 227 |
+
validation_results['placeholder_check']['errors'].append(
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| 228 |
+
f"Missing required placeholders: {', '.join(missing)}"
|
| 229 |
+
)
|
| 230 |
+
|
| 231 |
+
# 2. Validate Python syntax with sample values
|
| 232 |
+
sample_values = {
|
| 233 |
+
'name': repr("Test Space"),
|
| 234 |
+
'description': repr("Test Description"),
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| 235 |
+
'system_prompt': repr("You are a helpful assistant."),
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| 236 |
+
'temperature': '0.7',
|
| 237 |
+
'max_tokens': '2000',
|
| 238 |
+
'model': repr("openai/gpt-4o-mini"),
|
| 239 |
+
'api_key_var': repr("API_KEY"),
|
| 240 |
+
'theme': repr("Default"),
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| 241 |
+
'grounding_urls': '[]',
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| 242 |
+
'enable_dynamic_urls': 'False',
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| 243 |
+
'enable_file_upload': 'False',
|
| 244 |
+
'examples': '[]',
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| 245 |
+
'language': repr("English")
|
| 246 |
+
}
|
| 247 |
+
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| 248 |
+
# Create test template with sample values
|
| 249 |
+
test_template = template_string
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| 250 |
+
for key, value in sample_values.items():
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| 251 |
+
test_template = test_template.replace(f'{{{key}}}', value)
|
| 252 |
+
|
| 253 |
+
try:
|
| 254 |
+
# Parse the template as Python code
|
| 255 |
+
ast.parse(test_template)
|
| 256 |
+
except SyntaxError as e:
|
| 257 |
+
validation_results['syntax_check']['passed'] = False
|
| 258 |
+
validation_results['syntax_check']['errors'].append(
|
| 259 |
+
f"Syntax error at line {e.lineno}: {e.msg}"
|
| 260 |
+
)
|
| 261 |
+
|
| 262 |
+
# 3. Check for required imports
|
| 263 |
+
required_imports = [
|
| 264 |
+
'import gradio as gr',
|
| 265 |
+
'import requests',
|
| 266 |
+
'import json',
|
| 267 |
+
'from datetime import datetime'
|
| 268 |
+
]
|
| 269 |
+
|
| 270 |
+
for imp in required_imports:
|
| 271 |
+
if imp not in template_string:
|
| 272 |
+
validation_results['import_check']['passed'] = False
|
| 273 |
+
validation_results['import_check']['errors'].append(f"Missing import: {imp}")
|
| 274 |
+
|
| 275 |
+
# 4. Check for required classes
|
| 276 |
+
required_classes = ['ConfigurationManager']
|
| 277 |
+
|
| 278 |
+
for cls in required_classes:
|
| 279 |
+
if f'class {cls}' not in template_string:
|
| 280 |
+
validation_results['class_check']['passed'] = False
|
| 281 |
+
validation_results['class_check']['errors'].append(f"Missing class: {cls}")
|
| 282 |
+
|
| 283 |
+
# 5. Check for required functions
|
| 284 |
+
required_functions = [
|
| 285 |
+
'def respond',
|
| 286 |
+
'def process_file_upload',
|
| 287 |
+
'def fetch_url_content',
|
| 288 |
+
'def export_conversation',
|
| 289 |
+
'def create_interface'
|
| 290 |
+
]
|
| 291 |
+
|
| 292 |
+
for func in required_functions:
|
| 293 |
+
if func not in template_string:
|
| 294 |
+
validation_results['function_check']['passed'] = False
|
| 295 |
+
validation_results['function_check']['errors'].append(
|
| 296 |
+
f"Missing function: {func.replace('def ', '')}"
|
| 297 |
+
)
|
| 298 |
+
|
| 299 |
+
# 6. Structure validation
|
| 300 |
+
if 'DEFAULT_CONFIG = {' not in template_string:
|
| 301 |
+
validation_results['structure_check']['passed'] = False
|
| 302 |
+
validation_results['structure_check']['errors'].append("Missing DEFAULT_CONFIG dictionary")
|
| 303 |
+
|
| 304 |
+
if 'demo.launch()' not in template_string and 'app.launch()' not in template_string:
|
| 305 |
+
validation_results['structure_check']['passed'] = False
|
| 306 |
+
validation_results['structure_check']['errors'].append("Missing Gradio app launch")
|
| 307 |
+
|
| 308 |
+
if 'if __name__ == "__main__":' not in template_string:
|
| 309 |
+
validation_results['structure_check']['passed'] = False
|
| 310 |
+
validation_results['structure_check']['errors'].append("Missing main execution block")
|
| 311 |
+
|
| 312 |
+
# Generate summary
|
| 313 |
+
all_passed = all(check['passed'] for check in validation_results.values())
|
| 314 |
+
|
| 315 |
+
return all_passed, validation_results
|
| 316 |
+
|
| 317 |
+
|
| 318 |
+
if __name__ == "__main__":
|
| 319 |
+
# Run validation when module is executed directly
|
| 320 |
+
validate_template()
|