3939from kafka import KafkaProducer , KafkaConsumer
4040
4141import os
42+ import logging
4243
4344app = Flask (__name__ )
4445
4546DATABASE_URL = "sqlite:///document_analysis.db"
4647engine = create_engine (DATABASE_URL )
4748SessionLocal = sessionmaker (autocommit = False , autoflush = False , bind = engine )
4849
50+ # Configure logging
51+ logging .basicConfig (level = logging .DEBUG , format = '%(asctime)s - %(levelname)s - %(message)s' )
52+
4953def scan_network ():
5054 try :
5155 # Placeholder function for scanning network
5256 devices = ["Device1" , "Device2" , "Device3" ]
5357 return devices
5458 except Exception as e :
55- print (f"Error during network scanning: { e } " )
59+ logging . error (f"Error during network scanning: { e } " )
5660 return []
5761
5862def deploy_exploit (target ):
@@ -62,7 +66,7 @@ def deploy_exploit(target):
6266 return "Exploit deployed successfully!"
6367 return "Exploit deployment failed."
6468 except Exception as e :
65- print (f"Error during exploit deployment: { e } " )
69+ logging . error (f"Error during exploit deployment: { e } " )
6670 return "Exploit deployment failed."
6771
6872def save_scan_results_to_db (source , title , links , error ):
@@ -77,7 +81,7 @@ def save_scan_results_to_db(source, title, links, error):
7781 session .add (scan_result )
7882 session .commit ()
7983 except Exception as e :
80- print (f"Error saving scan results to database: { e } " )
84+ logging . error (f"Error saving scan results to database: { e } " )
8185 finally :
8286 session .close ()
8387
@@ -104,7 +108,7 @@ def deploy_exploit_endpoint():
104108 threat_intelligence = RealTimeThreatIntelligence (api_key = os .getenv ("REAL_TIME_THREAT_INTELLIGENCE_API_KEY" ))
105109 monitoring = RealTimeMonitoring (threat_intelligence_module = threat_intelligence )
106110except Exception as e :
107- print (f"Error initializing real-time threat intelligence and monitoring modules: { e } " )
111+ logging . error (f"Error initializing real-time threat intelligence and monitoring modules: { e } " )
108112
109113# Initialize and integrate new modules in the main function
110114try :
@@ -138,13 +142,13 @@ def deploy_exploit_endpoint():
138142 code_parser = CodeParser ("sample_code" )
139143 pipeline_manager = PipelineManager ()
140144except Exception as e :
141- print (f"Error initializing modules: { e } " )
145+ logging . error (f"Error initializing modules: { e } " )
142146
143147# Integrate the ThreatIntelligence module with RealTimeMonitoring
144148try :
145149 monitoring .threat_intelligence_module = advanced_threat_intelligence
146150except Exception as e :
147- print (f"Error integrating ThreatIntelligence module with RealTimeMonitoring: { e } " )
151+ logging . error (f"Error integrating ThreatIntelligence module with RealTimeMonitoring: { e } " )
148152
149153# Add real-time threat data analysis using the ThreatIntelligence module
150154async def analyze_threat_data ():
@@ -153,14 +157,14 @@ async def analyze_threat_data():
153157 analyzed_data = advanced_threat_intelligence .process_data (threat_data )
154158 return analyzed_data
155159 except Exception as e :
156- print (f"Error analyzing threat data: { e } " )
160+ logging . error (f"Error analyzing threat data: { e } " )
157161
158162# Update the RealTimeThreatIntelligence initialization to include the ThreatIntelligence module
159163try :
160164 threat_intelligence_module = RealTimeThreatIntelligence (api_key = "YOUR_API_KEY" )
161165 threat_intelligence_module .threat_intelligence = advanced_threat_intelligence
162166except Exception as e :
163- print (f"Error updating RealTimeThreatIntelligence initialization: { e } " )
167+ logging . error (f"Error updating RealTimeThreatIntelligence initialization: { e } " )
164168
165169# Add real-time threat data monitoring using the ThreatIntelligence module
166170async def monitor_threat_data ():
@@ -170,85 +174,85 @@ async def monitor_threat_data():
170174 if threat ["severity" ] > 0.8 :
171175 monitoring .trigger_alert (threat )
172176 except Exception as e :
173- print (f"Error monitoring threat data: { e } " )
177+ logging . error (f"Error monitoring threat data: { e } " )
174178
175179# Integrate the AutomatedIncidentResponse module with RealTimeMonitoring
176180try :
177181 monitoring .automated_incident_response = automated_incident_response
178182except Exception as e :
179- print (f"Error integrating AutomatedIncidentResponse module with RealTimeMonitoring: { e } " )
183+ logging . error (f"Error integrating AutomatedIncidentResponse module with RealTimeMonitoring: { e } " )
180184
181185# Integrate the AIRedTeaming module with RealTimeMonitoring
182186try :
183187 monitoring .ai_red_teaming = ai_red_teaming
184188except Exception as e :
185- print (f"Error integrating AIRedTeaming module with RealTimeMonitoring: { e } " )
189+ logging . error (f"Error integrating AIRedTeaming module with RealTimeMonitoring: { e } " )
186190
187191# Integrate the APTSimulation module with RealTimeMonitoring
188192try :
189193 monitoring .apt_simulation = apt_simulation ()
190194except Exception as e :
191- print (f"Error integrating APTSimulation module with RealTimeMonitoring: { e } " )
195+ logging . error (f"Error integrating APTSimulation module with RealTimeMonitoring: { e } " )
192196
193197# Integrate the PredictiveAnalytics module with RealTimeMonitoring
194198try :
195199 monitoring .predictive_analytics = predictive_analytics
196200except Exception as e :
197- print (f"Error integrating PredictiveAnalytics module with RealTimeMonitoring: { e } " )
201+ logging . error (f"Error integrating PredictiveAnalytics module with RealTimeMonitoring: { e } " )
198202
199203# Integrate the MachineLearningAI module with RealTimeMonitoring
200204try :
201205 monitoring .machine_learning_ai = machine_learning_ai
202206except Exception as e :
203- print (f"Error integrating MachineLearningAI module with RealTimeMonitoring: { e } " )
207+ logging . error (f"Error integrating MachineLearningAI module with RealTimeMonitoring: { e } " )
204208
205209# Integrate the DataVisualization module with RealTimeMonitoring
206210try :
207211 monitoring .data_visualization = data_visualization
208212except Exception as e :
209- print (f"Error integrating DataVisualization module with RealTimeMonitoring: { e } " )
213+ logging . error (f"Error integrating DataVisualization module with RealTimeMonitoring: { e } " )
210214
211215# Integrate the CloudExploitation module with RealTimeMonitoring
212216try :
213217 monitoring .cloud_exploitation = cloud_exploitation
214218except Exception as e :
215- print (f"Error integrating CloudExploitation module with RealTimeMonitoring: { e } " )
219+ logging . error (f"Error integrating CloudExploitation module with RealTimeMonitoring: { e } " )
216220
217221# Integrate the IoTExploitation module with RealTimeMonitoring
218222try :
219223 monitoring .iot_exploitation = iot_exploitation
220224except Exception as e :
221- print (f"Error integrating IoTExploitation module with RealTimeMonitoring: { e } " )
225+ logging . error (f"Error integrating IoTExploitation module with RealTimeMonitoring: { e } " )
222226
223227# Integrate the QuantumComputing module with RealTimeMonitoring
224228try :
225229 monitoring .quantum_computing = quantum_computing
226230except Exception as e :
227- print (f"Error integrating QuantumComputing module with RealTimeMonitoring: { e } " )
231+ logging . error (f"Error integrating QuantumComputing module with RealTimeMonitoring: { e } " )
228232
229233# Integrate the EdgeComputing module with RealTimeMonitoring
230234try :
231235 monitoring .edge_computing = edge_computing
232236except Exception as e :
233- print (f"Error integrating EdgeComputing module with RealTimeMonitoring: { e } " )
237+ logging . error (f"Error integrating EdgeComputing module with RealTimeMonitoring: { e } " )
234238
235239# Integrate the ServerlessComputing module with RealTimeMonitoring
236240try :
237241 monitoring .serverless_computing = serverless_computing
238242except Exception as e :
239- print (f"Error integrating ServerlessComputing module with RealTimeMonitoring: { e } " )
243+ logging . error (f"Error integrating ServerlessComputing module with RealTimeMonitoring: { e } " )
240244
241245# Integrate the MicroservicesArchitecture module with RealTimeMonitoring
242246try :
243247 monitoring .microservices_architecture = microservices_architecture
244248except Exception as e :
245- print (f"Error integrating MicroservicesArchitecture module with RealTimeMonitoring: { e } " )
249+ logging . error (f"Error integrating MicroservicesArchitecture module with RealTimeMonitoring: { e } " )
246250
247251# Integrate the CloudNativeApplications module with RealTimeMonitoring
248252try :
249253 monitoring .cloud_native_applications = cloud_native_applications
250254except Exception as e :
251- print (f"Error integrating CloudNativeApplications module with RealTimeMonitoring: { e } " )
255+ logging . error (f"Error integrating CloudNativeApplications module with RealTimeMonitoring: { e } " )
252256
253257# Add tool tips and advanced help options for all functions
254258def add_tool_tips ():
@@ -340,7 +344,7 @@ def setup_message_queue():
340344 channel .queue_declare (queue = 'task_queue' , durable = True )
341345 return channel
342346 except Exception as e :
343- print (f"Error setting up message queue: { e } " )
347+ logging . error (f"Error setting up message queue: { e } " )
344348 return None
345349
346350def send_message (channel , message ):
@@ -352,45 +356,45 @@ def send_message(channel, message):
352356 properties = pika .BasicProperties (
353357 delivery_mode = 2 , # make message persistent
354358 ))
355- print (f"Sent message: { message } " )
359+ logging . info (f"Sent message: { message } " )
356360 except Exception as e :
357- print (f"Error sending message: { e } " )
361+ logging . error (f"Error sending message: { e } " )
358362
359363def receive_message (channel ):
360364 def callback (ch , method , properties , body ):
361- print (f"Received message: { body } " )
365+ logging . info (f"Received message: { body } " )
362366 ch .basic_ack (delivery_tag = method .delivery_tag )
363367
364368 try :
365369 channel .basic_consume (queue = 'task_queue' , on_message_callback = callback )
366- print ('Waiting for messages. To exit press CTRL+C' )
370+ logging . info ('Waiting for messages. To exit press CTRL+C' )
367371 channel .start_consuming ()
368372 except Exception as e :
369- print (f"Error receiving message: { e } " )
373+ logging . error (f"Error receiving message: { e } " )
370374
371375def setup_kafka ():
372376 try :
373377 producer = KafkaProducer (bootstrap_servers = 'localhost:9092' )
374378 consumer = KafkaConsumer ('my_topic' , bootstrap_servers = 'localhost:9092' , auto_offset_reset = 'earliest' , enable_auto_commit = True , group_id = 'my-group' )
375379 return producer , consumer
376380 except Exception as e :
377- print (f"Error setting up Kafka: { e } " )
381+ logging . error (f"Error setting up Kafka: { e } " )
378382 return None , None
379383
380384def send_message_to_kafka (producer , topic , message ):
381385 try :
382386 producer .send (topic , message .encode ('utf-8' ))
383387 producer .flush ()
384- print (f"Sent message to Kafka topic { topic } : { message } " )
388+ logging . info (f"Sent message to Kafka topic { topic } : { message } " )
385389 except Exception as e :
386- print (f"Error sending message to Kafka: { e } " )
390+ logging . error (f"Error sending message to Kafka: { e } " )
387391
388392def receive_message_from_kafka (consumer ):
389393 try :
390394 for message in consumer :
391- print (f"Received message from Kafka: { message .value .decode ('utf-8' )} " )
395+ logging . info (f"Received message from Kafka: { message .value .decode ('utf-8' )} " )
392396 except Exception as e :
393- print (f"Error receiving message from Kafka: { e } " )
397+ logging . error (f"Error receiving message from Kafka: { e } " )
394398
395399if __name__ == "__main__" :
396400 channel = setup_message_queue ()
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