import random
import speech_recognition as sr  # For voice-to-text
import json
from network_scanner import scan_network
from vulnerability_assessor import assess_vulnerabilities
from exploit_deployer import deploy_exploit
from database.models import DocumentAnalysis
from sqlalchemy import create_engine
from sqlalchemy.orm import sessionmaker
from modules.real_time_threat_intelligence import RealTimeThreatIntelligence
from modules.real_time_monitoring import RealTimeMonitoring
from modules.threat_intelligence import ThreatIntelligence
from modules.predictive_analytics import PredictiveAnalytics
from modules.automated_incident_response import AutomatedIncidentResponse
from modules.ai_red_teaming import AIRedTeaming
from modules.apt_simulation import APTSimulation
from modules.machine_learning_ai import MachineLearningAI
from modules.data_visualization import DataVisualization
from modules.blockchain_logger import BlockchainLogger
from modules.cloud_exploitation import CloudExploitation
from modules.iot_exploitation import IoTExploitation
from modules.quantum_computing import QuantumComputing
from modules.edge_computing import EdgeComputing
from modules.serverless_computing import ServerlessComputing
from modules.microservices_architecture import MicroservicesArchitecture
from modules.cloud_native_applications import CloudNativeApplications
from modules.advanced_decryption import AdvancedDecryption
from modules.advanced_malware_analysis import AdvancedMalwareAnalysis
from modules.advanced_social_engineering import AdvancedSocialEngineering
from modules.alerts_notifications import AlertsNotifications
from modules.device_fingerprinting import DeviceFingerprinting
from modules.exploit_payloads import ExploitPayloads
from modules.fuzzing_engine import FuzzingEngine
from modules.mitm_stingray import MITMStingray
from modules.network_exploitation import NetworkExploitation
from modules.vulnerability_scanner import VulnerabilityScanner
from modules.wireless_exploitation import WirelessExploitation
from modules.zero_day_exploits import ZeroDayExploits
from modules.device_control import DeviceControl
from modules.windows_control import WindowsControl
from modules.macos_control import MacOSControl
from modules.linux_control import LinuxControl
from modules.android_control import AndroidControl
from modules.ios_control import iOSControl
from modules.advanced_device_control import AdvancedDeviceControl
from backend.code_parser import CodeParser
from backend.pipeline_manager import PipelineManager
import pika
from kafka import KafkaProducer, KafkaConsumer
import logging

DATABASE_URL = "sqlite:///document_analysis.db"
engine = create_engine(DATABASE_URL)
SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine)

# Configure logging
logging.basicConfig(level=logging.ERROR, format='%(asctime)s - %(levelname)s - %(message)s')

def get_response(user_input):
    """Handle user input and provide responses."""
    responses = {
        "hi": "Hello! How can I assist you today?",
        "audit status": "The last audit was completed successfully.",
        "generate report": "Generating the audit report...",
        "feedback": "We value your feedback! Please provide your comments.",
        "scan networks": "Scanning networks for vulnerabilities...",
        "deploy exploit": "Deploying the exploit...",
    }
    return responses.get(user_input.lower(), "I'm sorry, I didn't understand that.")

def handle_vulnerability_scanning():
    """Handle network scanning and vulnerability assessment."""
    try:
        devices = scan_network()
        vulnerabilities = assess_vulnerabilities(devices)
        
        # Save scan results to the database
        session = SessionLocal()
        try:
            scan_result = DocumentAnalysis(
                source="network_scan",
                title="Network Scan Results",
                links=str(vulnerabilities),
                error=None
            )
            session.add(scan_result)
            session.commit()
        except Exception as e:
            logging.error(f"Error saving scan results to database: {e}")
        finally:
            session.close()
        
        return vulnerabilities
    except Exception as e:
        logging.error(f"Error during vulnerability scanning: {e}")
        return []

def handle_exploit_deployment(target):
    """Handle the deployment of exploits."""
    try:
        result = deploy_exploit(target)
        
        # Save exploit deployment results to the database
        session = SessionLocal()
        try:
            exploit_result = DocumentAnalysis(
                source="exploit_deployment",
                title="Exploit Deployment Results",
                links=target,
                error=None if result else "Exploit deployment failed"
            )
            session.add(exploit_result)
            session.commit()
        except Exception as e:
            logging.error(f"Error saving exploit deployment results to database: {e}")
        finally:
            session.close()
        
        return "Exploit deployed successfully!" if result else "Exploit deployment failed."
    except Exception as e:
        logging.error(f"Error during exploit deployment: {e}")
        return "Exploit deployment failed."

def setup_kafka():
    try:
        producer = KafkaProducer(bootstrap_servers='localhost:9092')
        consumer = KafkaConsumer('my_topic', bootstrap_servers='localhost:9092', auto_offset_reset='earliest', enable_auto_commit=True, group_id='my-group')
        return producer, consumer
    except Exception as e:
        print(f"Error setting up Kafka: {e}")
        return None, None

def send_message_to_kafka(producer, topic, message):
    try:
        producer.send(topic, message.encode('utf-8'))
        producer.flush()
        print(f"Sent message to Kafka topic {topic}: {message}")
    except Exception as e:
        print(f"Error sending message to Kafka: {e}")

def receive_message_from_kafka(consumer):
    try:
        for message in consumer:
            print(f"Received message from Kafka: {message.value.decode('utf-8')}")
    except Exception as e:
        print(f"Error receiving message from Kafka: {e}")

def chat():
    """Main chat function to interact with users."""
    print("Welcome to the Corporate Device Security Audit Chatbot!")
    while True:
        user_input = input("You: ")
        if user_input.lower() in ["exit", "quit"]:
            print("Chatbot: Goodbye!")
            break

        # Check for voice input command
        if user_input.lower() == "voice input":
            print("Chatbot: Listening...")
            recognizer = sr.Recognizer()
            with sr.Microphone() as source:
                audio = recognizer.listen(source)
                try:
                    user_input = recognizer.recognize_google(audio)
                    print(f"You: {user_input}")
                except sr.UnknownValueError:
                    print("Chatbot: Sorry, I didn't catch that.")
                    continue

        # Process specific commands
        if "scan networks" in user_input.lower():
            vulnerabilities = handle_vulnerability_scanning()
            print(f"Chatbot: Found vulnerabilities: {vulnerabilities}")
        elif "deploy exploit" in user_input.lower():
            target = input("Enter target for exploit deployment: ")
            result = handle_exploit_deployment(target)
            print(f"Chatbot: {result}")
        else:
            response = get_response(user_input)
            print(f"Chatbot: {response}")

if __name__ == "__main__":
    chat()

# Initialize real-time threat intelligence and monitoring modules
try:
    threat_intelligence = RealTimeThreatIntelligence(api_key="YOUR_API_KEY")
    monitoring = RealTimeMonitoring(threat_intelligence_module=threat_intelligence)
except Exception as e:
    print(f"Error initializing real-time threat intelligence and monitoring modules: {e}")

# Integrate the ThreatIntelligence module with RealTimeMonitoring
try:
    advanced_threat_intelligence = ThreatIntelligence()
    monitoring.threat_intelligence_module = advanced_threat_intelligence
except Exception as e:
    print(f"Error integrating ThreatIntelligence module with RealTimeMonitoring: {e}")

# Add real-time threat data analysis using the ThreatIntelligence module
async def analyze_threat_data():
    try:
        threat_data = await advanced_threat_intelligence.get_threat_intelligence()
        analyzed_data = advanced_threat_intelligence.process_data(threat_data)
        return analyzed_data
    except Exception as e:
        print(f"Error analyzing threat data: {e}")

# Update the RealTimeThreatIntelligence initialization to include the ThreatIntelligence module
try:
    threat_intelligence_module = RealTimeThreatIntelligence(api_key="YOUR_API_KEY")
    threat_intelligence_module.threat_intelligence = advanced_threat_intelligence
except Exception as e:
    print(f"Error updating RealTimeThreatIntelligence initialization: {e}")

# Add real-time threat data monitoring using the ThreatIntelligence module
async def monitor_threat_data():
    try:
        threat_data = await advanced_threat_intelligence.get_threat_intelligence()
        for threat in threat_data:
            if threat["severity"] > 0.8:
                monitoring.trigger_alert(threat)
    except Exception as e:
        print(f"Error monitoring threat data: {e}")

# Integrate the AutomatedIncidentResponse module with RealTimeMonitoring
try:
    automated_incident_response = AutomatedIncidentResponse()
    monitoring.automated_incident_response = automated_incident_response
except Exception as e:
    print(f"Error integrating AutomatedIncidentResponse module with RealTimeMonitoring: {e}")

# Integrate the AIRedTeaming module with RealTimeMonitoring
try:
    ai_red_teaming = AIRedTeaming()
    monitoring.ai_red_teaming = ai_red_teaming
except Exception as e:
    print(f"Error integrating AIRedTeaming module with RealTimeMonitoring: {e}")

# Integrate the APTSimulation module with RealTimeMonitoring
try:
    apt_simulation = APTSimulation()
    monitoring.apt_simulation = apt_simulation
except Exception as e:
    print(f"Error integrating APTSimulation module with RealTimeMonitoring: {e}")

# Integrate the PredictiveAnalytics module with RealTimeMonitoring
try:
    predictive_analytics = PredictiveAnalytics()
    monitoring.predictive_analytics = predictive_analytics
except Exception as e:
    print(f"Error integrating PredictiveAnalytics module with RealTimeMonitoring: {e}")

# Integrate the MachineLearningAI module with RealTimeMonitoring
try:
    machine_learning_ai = MachineLearningAI()
    monitoring.machine_learning_ai = machine_learning_ai
except Exception as e:
    print(f"Error integrating MachineLearningAI module with RealTimeMonitoring: {e}")

# Integrate the DataVisualization module with RealTimeMonitoring
try:
    data_visualization = DataVisualization()
    monitoring.data_visualization = data_visualization
except Exception as e:
    print(f"Error integrating DataVisualization module with RealTimeMonitoring: {e}")

# Integrate the CloudExploitation module with RealTimeMonitoring
try:
    cloud_exploitation = CloudExploitation()
    monitoring.cloud_exploitation = cloud_exploitation
except Exception as e:
    print(f"Error integrating CloudExploitation module with RealTimeMonitoring: {e}")

# Integrate the IoTExploitation module with RealTimeMonitoring
try:
    iot_exploitation = IoTExploitation()
    monitoring.iot_exploitation = iot_exploitation
except Exception as e:
    print(f"Error integrating IoTExploitation module with RealTimeMonitoring: {e}")

# Integrate the QuantumComputing module with RealTimeMonitoring
try:
    quantum_computing = QuantumComputing()
    monitoring.quantum_computing = quantum_computing
except Exception as e:
    print(f"Error integrating QuantumComputing module with RealTimeMonitoring: {e}")

# Integrate the EdgeComputing module with RealTimeMonitoring
try:
    edge_computing = EdgeComputing()
    monitoring.edge_computing = edge_computing
except Exception as e:
    print(f"Error integrating EdgeComputing module with RealTimeMonitoring: {e}")

# Integrate the ServerlessComputing module with RealTimeMonitoring
try:
    serverless_computing = ServerlessComputing()
    monitoring.serverless_computing = serverless_computing
except Exception as e:
    print(f"Error integrating ServerlessComputing module with RealTimeMonitoring: {e}")

# Integrate the MicroservicesArchitecture module with RealTimeMonitoring
try:
    microservices_architecture = MicroservicesArchitecture()
    monitoring.microservices_architecture = microservices_architecture
except Exception as e:
    print(f"Error integrating MicroservicesArchitecture module with RealTimeMonitoring: {e}")

# Integrate the CloudNativeApplications module with RealTimeMonitoring
try:
    cloud_native_applications = CloudNativeApplications()
    monitoring.cloud_native_applications = cloud_native_applications
except Exception as e:
    print(f"Error integrating CloudNativeApplications module with RealTimeMonitoring: {e}")

# Integrate the DeviceControl module with RealTimeMonitoring
try:
    device_control = DeviceControl()
    monitoring.device_control = device_control
except Exception as e:
    print(f"Error integrating DeviceControl module with RealTimeMonitoring: {e}")

# Integrate the WindowsControl module with RealTimeMonitoring
try:
    windows_control = WindowsControl()
    monitoring.windows_control = windows_control
except Exception as e:
    print(f"Error integrating WindowsControl module with RealTimeMonitoring: {e}")

# Integrate the MacOSControl module with RealTimeMonitoring
try:
    macos_control = MacOSControl()
    monitoring.macos_control = macos_control
except Exception as e:
    print(f"Error integrating MacOSControl module with RealTimeMonitoring: {e}")

# Integrate the LinuxControl module with RealTimeMonitoring
try:
    linux_control = LinuxControl()
    monitoring.linux_control = linux_control
except Exception as e:
    print(f"Error integrating LinuxControl module with RealTimeMonitoring: {e}")

# Integrate the AndroidControl module with RealTimeMonitoring
try:
    android_control = AndroidControl()
    monitoring.android_control = android_control
except Exception as e:
    print(f"Error integrating AndroidControl module with RealTimeMonitoring: {e}")

# Integrate the iOSControl module with RealTimeMonitoring
try:
    ios_control = iOSControl()
    monitoring.ios_control = ios_control
except Exception as e:
    print(f"Error integrating iOSControl module with RealTimeMonitoring: {e}")

# Integrate the AdvancedDeviceControl module with RealTimeMonitoring
try:
    advanced_device_control = AdvancedDeviceControl()
    monitoring.advanced_device_control = advanced_device_control
except Exception as e:
    print(f"Error integrating AdvancedDeviceControl module with RealTimeMonitoring: {e}")

# Implement best practices for integrating message queues
def setup_message_queue():
    try:
        connection = pika.BlockingConnection(pika.ConnectionParameters('localhost'))
        channel = connection.channel()
        channel.queue_declare(queue='task_queue', durable=True)
        return channel
    except Exception as e:
        print(f"Error setting up message queue: {e}")
        return None

message_queue_channel = setup_message_queue()

def send_message_to_queue(message):
    try:
        if message_queue_channel:
            message_queue_channel.basic_publish(
                exchange='',
                routing_key='task_queue',
                body=message,
                properties=pika.BasicProperties(
                    delivery_mode=2,  # make message persistent
                ))
            print(f"Sent message to queue: {message}")
        else:
            print("Message queue channel is not available.")
    except Exception as e:
        print(f"Error sending message to queue: {e}")

# Example usage of sending a message to the queue
send_message_to_queue("Test message")

# Add a continue button for the AI chatbot to continue incomplete responses
continue_button = pn.widgets.Button(name="Continue", button_type="primary")

# Add a download icon button for downloading zip files of projects
download_button = pn.widgets.Button(name="Download .zip", button_type="primary", icon="download")