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import ast | ||
import inspect | ||
import sys | ||
import logging | ||
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class SelfHealingCode: | ||
def __ init__(self, codebase): | ||
self.codebase = codebase | ||
self.logger = logging.getLogger('SelfHealingCode') | ||
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def detect_vulnerabilities(self): | ||
# Analyze codebase for potential vulnerabilities | ||
vulnerabilities = [] | ||
for module in self.codebase.modules: | ||
for func in inspect.getmembers(module, inspect.isfunction): | ||
try: | ||
tree = ast.parse(inspect.getsource(func[1])) | ||
for node in ast.walk(tree): | ||
if isinstance(node, ast.Call) and node.func.id == 'eval': | ||
vulnerabilities.append((func[0], 'eval() function detected')) | ||
except SyntaxError: | ||
self.logger.warning(f'Syntax error in {func[0]}') | ||
return vulnerabilities | ||
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def repair_vulnerabilities(self, vulnerabilities): | ||
# Repair detected vulnerabilities using AI-powered code generation | ||
for func, vulnerability in vulnerabilities: | ||
self.logger.info(f'Repairing {func} - {vulnerability}') | ||
# Generate repair code using AI model | ||
repair_code = self.generate_repair_code(func, vulnerability) | ||
# Apply repair code to codebase | ||
self.apply_repair_code(func, repair_code) | ||
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def generate_repair_code(self, func, vulnerability): | ||
# Generate repair code using AI model | ||
# This implementation is highly simplified and may not be suitable for production use | ||
if vulnerability == 'eval() function detected': | ||
return f'def {func}():\n return "Repaired {func}"' | ||
else: | ||
return '' | ||
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def apply_repair_code(self, func, repair_code): | ||
# Apply repair code to codebase | ||
module = sys.modules[func.__module__] | ||
exec(repair_code, module.__dict__) | ||
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def main(): | ||
# Initialize SelfHealingCode system | ||
shc = SelfHealingCode(sys.modules) | ||
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# Detect and repair vulnerabilities | ||
vulnerabilities = shc.detect_vulnerabilities() | ||
shc.repair_vulnerabilities(vulnerabilities) | ||
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print('Self-healing code maintenance complete') | ||
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if __name__ == '__main__': | ||
main() |