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Create self_healing_code.py
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KOSASIH authored Sep 15, 2024
1 parent 7534ee2 commit 8b8b01c
Showing 1 changed file with 58 additions and 0 deletions.
58 changes: 58 additions & 0 deletions advanced_feature/self_healing_code/self_healing_code.py
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import ast
import inspect
import sys
import logging

class SelfHealingCode:
def __ init__(self, codebase):
self.codebase = codebase
self.logger = logging.getLogger('SelfHealingCode')

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

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)

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 ''

def apply_repair_code(self, func, repair_code):
# Apply repair code to codebase
module = sys.modules[func.__module__]
exec(repair_code, module.__dict__)

def main():
# Initialize SelfHealingCode system
shc = SelfHealingCode(sys.modules)

# Detect and repair vulnerabilities
vulnerabilities = shc.detect_vulnerabilities()
shc.repair_vulnerabilities(vulnerabilities)

print('Self-healing code maintenance complete')

if __name__ == '__main__':
main()

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