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August 8, 2024 20:28
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Confluent Kafka: Original sample functions in https://github.com/confluentinc/confluent-kafka-python/tree/master/examples
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from confluent_kafka import TopicPartition, Consumer, Producer | |
from confluent_kafka.admin import AdminClient | |
from confluent_kafka.cimpl import NewTopic | |
message = {"topic": "my-topic", "payload": "mensajito"} | |
config = { | |
"producer_config": { | |
"bootstrap.servers": "broker:port,broker:port", | |
"security.protocol": "SSL", | |
}, | |
"consumer_config": { | |
"bootstrap.servers": "broker:port,broker:port", | |
"group.id": "my_group", | |
"security.protocol": "SSL", | |
"max.poll.interval.ms": 300000, | |
}, | |
} | |
producer_config = config.get("producer_config") | |
consumer_config = config.get("consumer_config") | |
def create_topics(provider, topics): | |
""" Create topics """ | |
new_topics = [NewTopic(topic, num_partitions=3, replication_factor=2) for topic in topics] | |
# Call create_topics to asynchronously create topics, a dict | |
# of <topic,future> is returned. | |
fs = provider.admin_client.create_topics(new_topics) | |
# Wait for operation to finish. | |
for topic, f in fs.items(): | |
try: | |
f.result() # The result itself is None | |
print("Topic {} created".format(topic)) | |
provider.consumer = Consumer(consumer_config) | |
provider.consumer.subscribe([topic]) | |
except Exception as e: | |
print("Failed to create topic {}: {}".format(topic, e)) | |
def delete_topics(provider, topics): | |
""" delete topics """ | |
# Returns a dict of <topic,future>. | |
fs = provider.admin_client.delete_topics(topics, operation_timeout=30) | |
# Wait for operation to finish. | |
for topic, f in fs.items(): | |
try: | |
f.result() # The result itself is None | |
print("Topic {} deleted".format(topic)) | |
except Exception as e: | |
print("Failed to delete topic {}: {}".format(topic, e)) | |
def get_list_topics(provider): | |
""" Return the topics in a consumer group """ | |
topics = [] | |
# Get all topics | |
list_topics = provider.admin_client.list_topics().topics | |
for topic in list_topics: | |
topics.append(topic) | |
# Assign a topic partition for the topic | |
partitions = [ | |
TopicPartition(topic, p) | |
for p in range(0, len(provider.consumer.list_topics().topics[topic].partitions)) | |
] | |
# Get the consumer group offsets for this topic | |
offsets = provider.consumer.committed(partitions) | |
# If there are committed offsets for this topic, it means the consumer group is consuming from it | |
if any(offset.offset != -1001 for offset in offsets): | |
print(topic) | |
return topics | |
def publish_message(provider, message): | |
""" Publish a broker message """ | |
if message["topic"] not in get_list_topics(provider): | |
create_topics(provider, [message["topic"]]) | |
provider.producer.poll(0) | |
provider.producer.produce( | |
topic=message["topic"], | |
value=message["payload"], | |
callback=provider.delivery_report, | |
) | |
provider.producer.flush() | |
def listen_messages(provider): | |
provider.consumer.subscribe(topics) | |
while True: | |
msg = provider.consumer.poll(1.0) | |
if msg and "hhurtado" in msg.value(): | |
print(msg.value()) | |
class KafkaProvider(object): | |
admin_client = None | |
consumer = None | |
producer | |
provider = new KafkaProvider() | |
provider.admin_client = AdminClient(producer_config) | |
provider.consumer = Consumer(consumer_config) | |
provider.producer = Producer(producer_config) | |
# delete_topics(provider, [message["topic"]]) | |
# create_topics(provider, [message["topic"]]) | |
# publish_message(provider, message) |
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