feat: rebalance b/w paritions example

This commit is contained in:
2026-01-25 02:24:37 +00:00
parent f8d7806ae1
commit be773bd77c
5 changed files with 124 additions and 2 deletions
+25
View File
@@ -0,0 +1,25 @@
from kafka import KafkaConsumer
topic_name = "rebal-topic"
group_id = "rebal-group"
consumer = KafkaConsumer(
topic_name,
bootstrap_servers='localhost:9092', # advertised listener
auto_offset_reset='earliest', # start from the beginning if no offset is committed
enable_auto_commit=True, # read = commit, this is True by default
# who am I in the consumer group, without it you'll always read from beginning
# as kafka does not know if you have read before as you had not name for yourself
group_id=group_id
)
try:
for message in consumer:
# message is of type ConsumerRecord and data is in value which is bytes
text = message.value.decode('utf-8')
print(f"Received: {text} from partition: {message.partition}")
except KeyboardInterrupt:
print("Stopping consumer...")
finally:
consumer.close()
+34
View File
@@ -0,0 +1,34 @@
version: "3"
services:
kafka:
image: apache/kafka:latest
container_name: kafka-rebalance
ports:
- "127.0.0.1:9092:9092" # localhost interface,host:container
environment:
# who am I in the cluster
KAFKA_NODE_ID: 1 # node identifier in cluster
KAFKA_PROCESS_ROLES: broker,controller # Combined broker + controller (KRaft mode, no Zookeeper)
# how to vote in the cluster, service name at line 4
KAFKA_CONTROLLER_QUORUM_VOTERS: 1@kafka:9093 # Controller nodes for quorum (node_id@host:port)
# Listener configuration
# what interfaces and ports on the container layer ( not host )
# PLAINTEXT and CONTROLLER are listener names, can be anything as long as
# referenced the correct ones after
KAFKA_LISTENERS: PLAINTEXT://:9092,CONTROLLER://:9093 # Ports Kafka listens on internally
# outside container layer ( host )
KAFKA_ADVERTISED_LISTENERS: PLAINTEXT://localhost:9092 # Address advertised to clients
KAFKA_LISTENER_SECURITY_PROTOCOL_MAP: CONTROLLER:PLAINTEXT,PLAINTEXT:PLAINTEXT # encryption settings for listeners
KAFKA_CONTROLLER_LISTENER_NAMES: CONTROLLER # listener name for controller communication
KAFKA_LOG_DIRS: /var/lib/kafka/data # Directory for message data storage
# when running locally you NEED this else consumer can't read via group
# as by default it wants 3 replicas for these internal topics and errors out
KAFKA_OFFSETS_TOPIC_REPLICATION_FACTOR: 1 # replication factor for offsets topic
KAFKA_TRANSACTION_STATE_LOG_REPLICATION_FACTOR: 1 # replication factor for transaction log
KAFKA_TRANSACTION_STATE_LOG_MIN_ISR: 1 # how many replicas must acknowledge a write
volumes:
- ./kafka-data:/var/lib/kafka/data # Persist data across container restarts
+29
View File
@@ -0,0 +1,29 @@
# Generates traaffic to be put into the topic
from kafka import KafkaProducer
import time
# make a topic
topic_name = "rebal-topic" # same as the one made via script
# producer instance
producer = KafkaProducer(
bootstrap_servers='localhost:9092') # advertised listener
try:
i = 0
while True:
# i NEED to encode to bytes, when I did not, failed with this assert
# assert type(value_bytes) in (bytes, bytearray, memoryview, type(None))
message = f"Message {i}"
# or I can define a value_serializer
producer.send(topic_name, value=message.encode(
'utf-8')).get() # wait for ack
# on the producer to do the encoding automatically
print(f"Sent: {message}")
i += 1
time.sleep(1) # 1 message per second
except KeyboardInterrupt:
print("Stopping producer...")
finally:
producer.close()