Kafka以字符串形式发送值:我如何反序列化它并用Python将其转换为JSON对象
我试图从lambda函数中使用MSK(托管Amazon Kafka服务)消息-MSK是我的lambda的触发器 制作人看起来像这样:Kafka以字符串形式发送值:我如何反序列化它并用Python将其转换为JSON对象,python,json,apache-kafka,aws-lambda,aws-msk,Python,Json,Apache Kafka,Aws Lambda,Aws Msk,我试图从lambda函数中使用MSK(托管Amazon Kafka服务)消息-MSK是我的lambda的触发器 制作人看起来像这样: data = {'time': 1611215510000000000, 'tags': {'tag1': 'tagvalue'}, 'fields': {'value': 12345}} self.producer = KafkaProducer( security_protocol=self.security_protocol,
data = {'time': 1611215510000000000, 'tags': {'tag1': 'tagvalue'}, 'fields': {'value': 12345}}
self.producer = KafkaProducer(
security_protocol=self.security_protocol,
bootstrap_servers=self.kafka_servers,
value_serializer=lambda x: dumps(x).encode('utf-8'))
self.producer.send(kafka_topic, value=data)
在lambda函数中,我收到以下信息:
{
"eventSource":"aws:kafka",
"eventSourceArn":"<arn....>",
"bootstrapServers":"<serverlist...>",
"records":{
"topic-0":[
{
"topic":"topic",
"partition":0,
"offset":0,
"timestamp":1611138328871,
"timestampType":"CREATE_TIME",
"value":"eyJ0aW1lIjogMTYxMTEzODI4MDAwMDAwMDAwMCwgInRhZ3MiOiB7InN0YXR1cyI6ICJHb29kIn0sICJmaWVsZHMiOiB7InZhbHVlX251bSI6IDAuMCwgInZhbHVlIjogZmFsc2V9fQ=="
},
{
"topic":"topic",
"partition":0,
"offset":1,
"timestamp":1611138330033,
"timestampType":"CREATE_TIME",
"value":"eyJ0aW1lIjogMTYxMTEzODI4MDAwMDAwMDAwMCwgInRhZ3MiOiB7InN0YXR1cyI6ICJHb29kIn0sICJmaWVsZHMiOiB7InZhbHVlIjogMTQxMzUuMH19"
}
]
}
}
值字符串似乎是base64编码的,因此需要找到一种方法对其进行解码。然后你可以加载它们 使用以下方法解码的第一个字符串:
records = event['records']['topic-0']
for record in records:
print(json.loads(record['value']).decode('utf-8'))
{"time": 1611138280000000000, "tags": {"status": "Good"}, "fields": {"value_num": 0.0, "value": false}}