diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..ed8ebf5
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+__pycache__
\ No newline at end of file
diff --git a/Week2 experimental(working)/Kafka Output.png b/Week2 experimental(working)/Kafka Output.png
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diff --git a/Week2 experimental(working)/Logs_generating.png b/Week2 experimental(working)/Logs_generating.png
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diff --git a/Week2 experimental(working)/fluent.conf b/Week2 experimental(working)/fluent.conf
new file mode 100644
index 0000000..1cf2467
--- /dev/null
+++ b/Week2 experimental(working)/fluent.conf	
@@ -0,0 +1,28 @@
+# fluent.conf
+<source>
+  @type forward
+  port 24224
+  bind 0.0.0.0
+</source>
+
+<match microservice.**>
+  @type kafka2
+
+  # Kafka configuration
+  brokers localhost:9092
+  topic_key topic
+  default_topic microservice_logs
+
+  # Buffer configuration
+  <buffer>
+    @type memory
+    chunk_limit_size 1m
+    queue_limit_length 128
+    flush_interval 1s
+  </buffer>
+
+  # Data format
+  <format>
+    @type json
+  </format>
+</match>
\ No newline at end of file
diff --git a/Week2 experimental(working)/kafka_utils.py b/Week2 experimental(working)/kafka_utils.py
new file mode 100644
index 0000000..71d6dda
--- /dev/null
+++ b/Week2 experimental(working)/kafka_utils.py	
@@ -0,0 +1,71 @@
+# kafka_utils.py
+from kafka import KafkaProducer, KafkaConsumer
+import json
+from datetime import datetime
+import threading
+from typing import Callable, Optional
+import logging
+
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+
+class KafkaWrapper:
+    def __init__(self, bootstrap_servers: str = 'localhost:9092'):
+        self.bootstrap_servers = bootstrap_servers
+        self.producer = None
+        self.consumer = None
+        self._setup_producer()
+
+    def _setup_producer(self):
+        try:
+            self.producer = KafkaProducer(
+                bootstrap_servers=self.bootstrap_servers,
+                value_serializer=lambda v: json.dumps(v).encode('utf-8')
+            )
+            logger.info("Kafka producer initialized successfully")
+        except Exception as e:
+            logger.error(f"Failed to initialize Kafka producer: {e}")
+            raise
+
+    def send_message(self, topic: str, message: dict):
+        try:
+            future = self.producer.send(topic, value=message)
+            future.get(timeout=10)  # Wait for message to be sent
+            logger.debug(f"Message sent to topic {topic}: {message}")
+        except Exception as e:
+            logger.error(f"Failed to send message to Kafka: {e}")
+            raise
+
+    def start_consumer(self, topic: str, message_handler: Callable, 
+                      group_id: Optional[str] = None):
+        def consume():
+            try:
+                self.consumer = KafkaConsumer(
+                    topic,
+                    bootstrap_servers=self.bootstrap_servers,
+                    group_id=group_id or f'group-{datetime.now().timestamp()}',
+                    value_deserializer=lambda m: json.loads(m.decode('utf-8')),
+                    auto_offset_reset='latest'
+                )
+                
+                logger.info(f"Started consuming from topic: {topic}")
+                for message in self.consumer:
+                    try:
+                        message_handler(message.value)
+                    except Exception as e:
+                        logger.error(f"Error processing message: {e}")
+                        
+            except Exception as e:
+                logger.error(f"Consumer error: {e}")
+                raise
+                
+        # Start consumer in a separate thread
+        consumer_thread = threading.Thread(target=consume, daemon=True)
+        consumer_thread.start()
+        return consumer_thread
+
+    def close(self):
+        if self.producer:
+            self.producer.close()
+        if self.consumer:
+            self.consumer.close()
\ No newline at end of file
diff --git a/Week2 experimental(working)/log_consumer.py b/Week2 experimental(working)/log_consumer.py
new file mode 100644
index 0000000..ac4da8a
--- /dev/null
+++ b/Week2 experimental(working)/log_consumer.py	
@@ -0,0 +1,90 @@
+# log_consumer.py
+from kafka_utils import KafkaWrapper
+import logging
+from colorama import Fore, Style, init
+from datetime import datetime
+
+# Initialize colorama and logging
+init(autoreset=True)
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+
+class LogConsumer:
+    def __init__(self):
+        self.kafka = KafkaWrapper()
+        
+    def format_timestamp(self, timestamp_str):
+        """Format ISO timestamp to a more readable format"""
+        try:
+            dt = datetime.fromisoformat(timestamp_str)
+            return dt.strftime("%Y-%m-%d %H:%M:%S")
+        except:
+            return timestamp_str
+
+    def handle_log(self, message):
+        """Handle incoming log messages"""
+        log_level = message.get('log_level', 'UNKNOWN')
+        color = {
+            'INFO': Fore.GREEN,
+            'WARN': Fore.YELLOW,
+            'ERROR': Fore.RED
+        }.get(log_level, Fore.WHITE)
+        
+        timestamp = self.format_timestamp(message.get('timestamp', ''))
+        service_name = message.get('service_name', 'Unknown')
+        node_id = message.get('node_id', 'Unknown')[:8]  # Show first 8 chars of node_id
+        msg = message.get('message', '')
+        
+        # Add extra details for WARN and ERROR logs
+        extra_info = ""
+        if log_level == 'WARN':
+            response_time = message.get('response_time_ms', '')
+            threshold = message.get('threshold_limit_ms', '')
+            if response_time and threshold:
+                extra_info = f" [Response: {response_time}ms, Threshold: {threshold}ms]"
+        elif log_level == 'ERROR':
+            error_details = message.get('error_details', {})
+            if error_details:
+                error_code = error_details.get('error_code', '')
+                error_msg = error_details.get('error_message', '')
+                extra_info = f" [Code: {error_code}, Details: {error_msg}]"
+
+        print(f"{color}[{timestamp}] [{log_level}] {service_name} ({node_id}): {msg}{extra_info}{Style.RESET_ALL}")
+        
+    def handle_heartbeat(self, message):
+        """Handle incoming heartbeat messages"""
+        timestamp = self.format_timestamp(message.get('timestamp', ''))
+        service_name = message.get('service_name', 'Unknown')
+        node_id = message.get('node_id', 'Unknown')[:8]
+        status = message.get('status', 'UNKNOWN')
+        
+        color = Fore.GREEN if status == 'UP' else Fore.RED
+        print(f"{color}[{timestamp}] [HEARTBEAT] {service_name} ({node_id}): Status: {status}{Style.RESET_ALL}")
+        
+    def handle_registration(self, message):
+        """Handle incoming registration messages"""
+        timestamp = self.format_timestamp(message.get('timestamp', ''))
+        service_name = message.get('service_name', 'Unknown')
+        node_id = message.get('node_id', 'Unknown')[:8]
+        
+        print(f"{Fore.MAGENTA}[{timestamp}] [REGISTRATION] New service registered: {service_name} ({node_id}){Style.RESET_ALL}")
+    
+    def start(self):
+        """Start consuming messages from all topics"""
+        self.kafka.start_consumer('microservice_logs', self.handle_log, 'log-consumer')
+        self.kafka.start_consumer('microservice_heartbeats', self.handle_heartbeat, 'heartbeat-consumer')
+        self.kafka.start_consumer('microservice_registration', self.handle_registration, 'registration-consumer')
+        
+        logger.info("Started consuming messages from all topics")
+        
+        # Keep the main thread running
+        try:
+            while True:
+                pass
+        except KeyboardInterrupt:
+            logger.info("Shutting down consumers...")
+            self.kafka.close()
+
+if __name__ == "__main__":
+    consumer = LogConsumer()
+    consumer.start()
\ No newline at end of file
diff --git a/Week2 experimental(working)/node.py b/Week2 experimental(working)/node.py
new file mode 100644
index 0000000..22fd43a
--- /dev/null
+++ b/Week2 experimental(working)/node.py	
@@ -0,0 +1,154 @@
+# node.py
+import uuid
+import time
+import threading
+import random
+import json
+from datetime import datetime
+from colorama import Fore, Style, init
+from threading import Lock
+from fluent import sender
+from kafka_utils import KafkaWrapper
+
+# Initialize colorama for colored terminal output
+init(autoreset=True)
+
+# Global lock for synchronized printing
+print_lock = Lock()
+
+class Node:
+    # Colors for message types
+    message_colors = {
+        "registration": Fore.CYAN,
+        "heartbeat": Fore.RED,
+        "Log": Fore.GREEN
+    }
+    # Colors for keys and values within messages
+    key_color = Fore.LIGHTMAGENTA_EX
+    value_color = Fore.LIGHTYELLOW_EX
+
+    def __init__(self, service_name):
+        self.node_id = str(uuid.uuid4())
+        self.service_name = service_name
+        self.status = "UP"
+        
+        # Initialize Fluentd sender
+        self.fluent_sender = sender.FluentSender(
+            'microservice',
+            host='localhost',
+            port=24224
+        )
+        
+        # Initialize Kafka wrapper
+        self.kafka = KafkaWrapper()
+        
+        self.register_node()
+    
+    def format_message(self, message):
+        """
+        Format JSON message to color keys and values distinctly.
+        """
+        formatted_message = ""
+        for key, value in message.items():
+            formatted_message += f"{Node.key_color}{key}{Style.RESET_ALL}: {Node.value_color}{value}{Style.RESET_ALL}, "
+        return "{" + formatted_message.rstrip(", ") + "}"
+
+    def print_message(self, message_type, message_content):
+        with print_lock:
+            color = Node.message_colors[message_type]
+            formatted_content = self.format_message(json.loads(message_content))
+            print(color + f"{message_type.capitalize()}:" + Style.RESET_ALL, formatted_content)
+    
+    def send_to_fluentd(self, tag, message):
+        """Send message to Fluentd"""
+        try:
+            self.fluent_sender.emit(tag, message)
+        except Exception as e:
+            print(f"Error sending to Fluentd: {e}")
+
+    def send_to_kafka(self, topic, message):
+        """Send message to Kafka"""
+        try:
+            self.kafka.send_message(topic, message)
+        except Exception as e:
+            print(f"Error sending to Kafka: {e}")
+    
+    def register_node(self):
+        registration_message = {
+            "node_id": self.node_id,
+            "message_type": "REGISTRATION",
+            "service_name": self.service_name,
+            "timestamp": datetime.now().isoformat()
+        }
+        
+        # Send to both console and message brokers
+        self.print_message("registration", json.dumps(registration_message))
+        self.send_to_fluentd('registration', registration_message)
+        self.send_to_kafka('microservice_registration', registration_message)
+    
+    def generate_log(self, log_level, message, extra_data=None):
+        log_message = {
+            "log_id": str(uuid.uuid4()),
+            "node_id": self.node_id,
+            "log_level": log_level,
+            "message_type": "LOG",
+            "message": message,
+            "service_name": self.service_name,
+            "timestamp": datetime.now().isoformat()
+        }
+        if extra_data:
+            log_message.update(extra_data)
+            
+        # Send to both console and message brokers
+        self.print_message("Log", json.dumps(log_message))
+        self.send_to_fluentd(f'log.{log_level.lower()}', log_message)
+        self.send_to_kafka('microservice_logs', log_message)
+
+    def send_heartbeat(self):
+        heartbeat_message = {
+            "node_id": self.node_id,
+            "message_type": "HEARTBEAT",
+            "service_name": self.service_name,  # Added service_name
+            "status": self.status,
+            "timestamp": datetime.now().isoformat()
+        }
+        
+        # Send to both console and message brokers
+        self.print_message("heartbeat", json.dumps(heartbeat_message))
+        self.send_to_fluentd('heartbeat', heartbeat_message)
+        self.send_to_kafka('microservice_heartbeats', heartbeat_message)
+
+    def start_heartbeat(self, interval=5):
+        def heartbeat():
+            while self.status == "UP":
+                self.send_heartbeat()
+                time.sleep(interval)
+        threading.Thread(target=heartbeat).start()
+    
+    def start_log_generation(self, interval=3):
+        def generate_logs():
+            log_levels = ["INFO", "WARN", "ERROR"]
+            while self.status == "UP":
+                log_level = random.choice(log_levels)
+                if log_level == "INFO":
+                    self.generate_log("INFO", "This is an info log.")
+                elif log_level == "WARN":
+                    self.generate_log("WARN", "This is a warning log.", {
+                        "response_time_ms": random.randint(100, 500),
+                        "threshold_limit_ms": 300
+                    })
+                elif log_level == "ERROR":
+                    self.generate_log("ERROR", "This is an error log.", {
+                        "error_details": {
+                            "error_code": "500",
+                            "error_message": "Internal Server Error"
+                        }
+                    })
+                time.sleep(interval)
+        threading.Thread(target=generate_logs).start()
+
+    def __del__(self):
+        if hasattr(self, 'fluent_sender'):
+            self.fluent_sender.close()
+        if hasattr(self, 'kafka'):
+            self.kafka.close()
\ No newline at end of file
diff --git a/Week2 experimental(working)/run_nodes.py b/Week2 experimental(working)/run_nodes.py
new file mode 100644
index 0000000..72259af
--- /dev/null
+++ b/Week2 experimental(working)/run_nodes.py	
@@ -0,0 +1,11 @@
+# run_nodes.py
+from node import Node
+
+if __name__ == "__main__":
+    services = ["PaymentService", "OrderService", "InventoryService"]
+    nodes = [Node(service) for service in services]
+    
+    # Start log generation and heartbeat for each node
+    for node in nodes:
+        node.start_heartbeat()
+        node.start_log_generation()