import logging
import subprocess
import os
import json

class AdvancedMalwareAnalysis:
    def __init__(self):
        self.sandbox_path = "/path/to/sandbox"
        self.analysis_results = {}

    def analyze_malware(self, malware_path):
        logging.info(f"Analyzing malware: {malware_path}")
        if "pegasus" in malware_path.lower():
            self.analyze_pegasus_forcedentry(malware_path)
        else:
            self.run_sandbox(malware_path)
            self.extract_behavioral_data(malware_path)
            self.perform_reverse_engineering(malware_path)
        return self.analysis_results

    def analyze_pegasus_forcedentry(self, malware_path):
        logging.info(f"Analyzing Pegasus ForcedEntry exploit: {malware_path}")
        self.run_sandbox(malware_path)
        self.extract_behavioral_data(malware_path)
        self.perform_reverse_engineering(malware_path)
        self.analysis_results["pegasus_forcedentry_analysis"] = "Detailed analysis of Pegasus ForcedEntry exploit"

    def run_sandbox(self, malware_path):
        logging.info(f"Running malware in sandbox: {malware_path}")
        sandbox_command = f"{self.sandbox_path} {malware_path}"
        try:
            result = subprocess.run(sandbox_command, shell=True, check=True, capture_output=True, text=True)
            self.analysis_results["sandbox_output"] = result.stdout
        except subprocess.CalledProcessError as e:
            logging.error(f"Sandbox execution failed: {e}")
            self.analysis_results["sandbox_error"] = str(e)

    def extract_behavioral_data(self, malware_path):
        logging.info(f"Extracting behavioral data for: {malware_path}")
        behavioral_data = {
            "file_modifications": self.get_file_modifications(malware_path),
            "network_activity": self.get_network_activity(malware_path),
            "registry_changes": self.get_registry_changes(malware_path)
        }
        self.analysis_results["behavioral_data"] = behavioral_data

    def get_file_modifications(self, malware_path):
        # Implement logic to extract file modifications
        file_modifications = []
        try:
            with open(malware_path, 'r') as file:
                for line in file:
                    if "modification" in line:
                        file_modifications.append(line.strip())
        except Exception as e:
            logging.error(f"Error extracting file modifications: {e}")
        return file_modifications

    def get_network_activity(self, malware_path):
        # Implement logic to extract network activity
        network_activity = []
        try:
            with open(malware_path, 'r') as file:
                for line in file:
                    if "network" in line:
                        network_activity.append(line.strip())
        except Exception as e:
            logging.error(f"Error extracting network activity: {e}")
        return network_activity

    def get_registry_changes(self, malware_path):
        # Implement logic to extract registry changes
        registry_changes = []
        try:
            with open(malware_path, 'r') as file:
                for line in file:
                    if "registry" in line:
                        registry_changes.append(line.strip())
        except Exception as e:
            logging.error(f"Error extracting registry changes: {e}")
        return registry_changes

    def perform_reverse_engineering(self, malware_path):
        logging.info(f"Performing reverse engineering on: {malware_path}")
        reverse_engineering_data = {
            "disassembled_code": self.get_disassembled_code(malware_path),
            "strings": self.get_strings(malware_path),
            "function_calls": self.get_function_calls(malware_path)
        }
        self.analysis_results["reverse_engineering_data"] = reverse_engineering_data

    def get_disassembled_code(self, malware_path):
        # Implement logic to disassemble code
        disassembled_code = ""
        try:
            result = subprocess.run(["objdump", "-d", malware_path], capture_output=True, text=True)
            disassembled_code = result.stdout
        except Exception as e:
            logging.error(f"Error disassembling code: {e}")
        return disassembled_code

    def get_strings(self, malware_path):
        # Implement logic to extract strings
        strings = []
        try:
            result = subprocess.run(["strings", malware_path], capture_output=True, text=True)
            strings = result.stdout.splitlines()
        except Exception as e:
            logging.error(f"Error extracting strings: {e}")
        return strings

    def get_function_calls(self, malware_path):
        # Implement logic to extract function calls
        return []

    def analyze_hak5_payload(self, payload_path):
        logging.info(f"Analyzing Hak5 Ducky Script payload: {payload_path}")
        self.run_sandbox(payload_path)
        self.extract_behavioral_data(payload_path)
        self.perform_reverse_engineering(payload_path)
        return self.analysis_results

    def render(self):
        return "Advanced Malware Analysis Module: Ready to analyze malware, including sandboxing, reverse engineering, and behavioral analysis."

    def integrate_with_new_components(self, new_component_data):
        logging.info("Integrating with new components")
        integrated_data = {
            "new_component_behavioral_data": new_component_data.get("behavioral_data", {}),
            "new_component_reverse_engineering_data": new_component_data.get("reverse_engineering_data", {})
        }
        self.analysis_results.update(integrated_data)
        return self.analysis_results

    def ensure_compatibility(self, existing_data, new_component_data):
        logging.info("Ensuring compatibility with existing malware analysis logic")
        compatible_data = {
            "existing_behavioral_data": existing_data.get("behavioral_data", {}),
            "existing_reverse_engineering_data": existing_data.get("reverse_engineering_data", {}),
            "new_component_behavioral_data": new_component_data.get("behavioral_data", {}),
            "new_component_reverse_engineering_data": new_component_data.get("reverse_engineering_data", {})
        }
        return compatible_data

    def detect_sandbox_environment(self):
        logging.info("Detecting sandbox environment")
        sandbox_indicators = [
            self.check_processes(),
            self.check_files(),
            self.check_registry_keys()
        ]
        return any(sandbox_indicators)

    def check_processes(self):
        # Implement logic to check for sandbox-related processes
        return False

    def check_files(self):
        # Implement logic to check for sandbox-related files
        return False

    def check_registry_keys(self):
        # Implement logic to check for sandbox-related registry keys
        return False

    def escape_sandbox(self):
        logging.info("Attempting to escape sandbox environment")
        if self.detect_sandbox_environment():
            self.perform_sandbox_escape()

    def perform_sandbox_escape(self):
        # Implement logic to escape sandbox environment
        pass

    def test_exploits_in_sandbox(self, exploit_path):
        logging.info(f"Testing exploit in sandbox: {exploit_path}")
        self.run_sandbox(exploit_path)
        self.extract_behavioral_data(exploit_path)
        self.perform_reverse_engineering(exploit_path)
        return self.analysis_results

    def ai_driven_automated_testing(self, exploit_paths):
        logging.info("Starting AI-driven automated testing of exploits")
        for exploit_path in exploit_paths:
            self.test_exploits_in_sandbox(exploit_path)
        return self.analysis_results

    def detect_vm_environment(self):
        logging.info("Detecting VM environment")
        vm_indicators = [
            self.check_vm_processes(),
            self.check_vm_files(),
            self.check_vm_registry_keys()
        ]
        return any(vm_indicators)

    def check_vm_processes(self):
        # Implement logic to check for VM-related processes
        return False

    def check_vm_files(self):
        # Implement logic to check for VM-related files
        return False

    def check_vm_registry_keys(self):
        # Implement logic to check for VM-related registry keys
        return False

    def test_detection_techniques(self, malware_path):
        logging.info(f"Testing detection techniques on: {malware_path}")
        sandbox_detected = self.detect_sandbox_environment()
        vm_detected = self.detect_vm_environment()
        detection_results = {
            "sandbox_detected": sandbox_detected,
            "vm_detected": vm_detected
        }
        return detection_results

    def fine_tune_detection_methods(self, malware_path):
        logging.info(f"Fine-tuning detection methods for: {malware_path}")
        detection_results = self.test_detection_techniques(malware_path)
        # Implement logic to fine-tune detection methods based on results
        return detection_results

    def integrate_detection_techniques(self, malware_path):
        logging.info(f"Integrating detection techniques for: {malware_path}")
        detection_results = self.fine_tune_detection_methods(malware_path)
        self.analysis_results.update(detection_results)
        return self.analysis_results