python - Kafka-python 如何消费json消息

Question

我是 Python 新手，从 Kafka 开始。我有一个需要发送和使用 json 消息的要求。为此，我正在使用 kafka-python与卡夫卡沟通。

#Producer.py
from kafka import KafkaProducer
import json
producer = KafkaProducer(bootstrap_servers='localhost:9092',value_serializer=lambda v: json.dumps(v).encode('utf-8'))
producer.send('offering_new', {"dataObjectID": "test1"})

#Consumer.py
import json
from kafka import KafkaConsumer
consumer = KafkaConsumer(bootstrap_servers='localhost:9092',auto_offset_reset='earliest', value_deserializer=lambda m: json.loads(m.decode('utf-8')))
consumer.subscribe(['offering_new'])
for message in consumer :
    print(message)

但是，我在消费者上遇到以下异常:

Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/home/paras/.local/lib/python3.6/site-packages/kafka/consumer/group.py", line 1111, in __next__
    return next(self._iterator)
  File "/home/paras/.local/lib/python3.6/site-packages/kafka/consumer/group.py", line 1082, in _message_generator
    for msg in self._fetcher:
  File "/home/paras/.local/lib/python3.6/site-packages/kafka/consumer/fetcher.py", line 482, in __next__
    return next(self._iterator)
  File "/home/paras/.local/lib/python3.6/site-packages/kafka/consumer/fetcher.py", line 388, in _message_generator
    self._next_partition_records = self._parse_fetched_data(completion)
  File "/home/paras/.local/lib/python3.6/site-packages/kafka/consumer/fetcher.py", line 799, in _parse_fetched_data
    unpacked = list(self._unpack_message_set(tp, records))
  File "/home/paras/.local/lib/python3.6/site-packages/kafka/consumer/fetcher.py", line 458, in _unpack_message_set
    tp.topic, record.value)
  File "/home/paras/.local/lib/python3.6/site-packages/kafka/consumer/fetcher.py", line 492, in _deserialize
    return f(bytes_)
  File "<stdin>", line 1, in <lambda>
  File "/usr/lib/python3.6/json/__init__.py", line 354, in loads
    return _default_decoder.decode(s)
  File "/usr/lib/python3.6/json/decoder.py", line 339, in decode
    obj, end = self.raw_decode(s, idx=_w(s, 0).end())
  File "/usr/lib/python3.6/json/decoder.py", line 357, in raw_decode
    raise JSONDecodeError("Expecting value", s, err.value) from None
json.decoder.JSONDecodeError: Expecting value: line 1 column 1 (char 0)

我在 Python Shell 中运行上面的代码。有人能告诉我我哪里出错了吗？

Answer 1

与 auto_offset_reset='earliest'您已将消费者配置为读取主题中的所有消息。 JSON 解码错误表明之前为主题生成的某些消息实际上不是 JSON 格式。

一些解决方案:

(1) 改为从话题​​尾部消费:auto_offset_reset='latest'
(2) 开始新话题:consumer.subscribe(['offering_new_too'])
(3) 使用更全面的解串器:

def forgiving_json_deserializer(v):
    return if v is None
    try:
        return json.loads(v.decode('utf-8'))
    except json.decoder.JSONDecodeError:
        log.exception('Unable to decode: %s', v)
        return None

KafkaConsumer(value_deserializer=forgiving_json_deserializer, ...)

希望这可以帮助!