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opentelemetry_confluent_kafka_producer_consumer_tracing_instrumentation.py
pythonInstruments Confluent Kafka Producers and
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opentelemetry_confluent_kafka_producer_consumer_tracing_instrumentation.py
1from confluent_kafka import Producer, Consumer
2from opentelemetry.instrumentation.confluent_kafka import ConfluentKafkaInstrumentor
3
4# Optional: Initialize the instrumentor globally
5# This will automatically instrument all subsequently created Producers and Consumers
6ConfluentKafkaInstrumentor().instrument()
7
8# --- Producer Example ---
9producer_conf = {'bootstrap.servers': 'localhost:9092'}
10producer = Producer(producer_conf)
11
12def delivery_report(err, msg):
13 if err is not None:
14 print(f'Message delivery failed: {err}')
15 else:
16 print(f'Message delivered to {msg.topic()} [{msg.partition()}]')
17
18# Tracing data is automatically injected into the message headers
19producer.produce('my-topic', key='key', value='value', callback=delivery_report)
20producer.flush()
21
22
23# --- Consumer Example ---
24consumer_conf = {
25 'bootstrap.servers': 'localhost:9092',
26 'group.id': 'my-group',
27 'auto.offset.reset': 'earliest'
28}
29consumer = Consumer(consumer_conf)
30consumer.subscribe(['my-topic'])
31
32# Tracing data is automatically extracted from message headers when polling
33try:
34 while True:
35 msg = consumer.poll(1.0)
36 if msg is None:
37 continue
38 if msg.error():
39 print(f"Consumer error: {msg.error()}")
40 continue
41
42 print(f"Received message: {msg.value().decode('utf-8')}")
43finally:
44 consumer.close()