So, I want to read a topic from kafka (Confluent) where data lies in Avro format.
For certain unavoidable reasons , I would like to disable certificate validation.
I am using security.protocol= SASL_SSL and sasl.mechanisms= OAUTHBEARER
I can connect to Kafka by disabling the ssl certificate validation
'enable.ssl.certificate.verification': 'false'
Now, I am running into a problem when trying to Deserialize the value, using Schema registry. The avro deseralizer requires the schema registry client and the schema (optional). I am passing in both. I got the value of the 2nd parameter by making a separate requests using the verify=False to get the schema, which works fine. But problem arises when I try to create a Deserializing consumer out of it.
Basically the skeleton of the code (along with comments of where the problem is)
topic="mytopic"
registry_configuration="schema registry url"
url = urljoin(registry_configuration, f'/subjects/{topic}-value/versions/latest')
schema_registry_response = requests.get(url, verify=False) #here I intentionally used verify=False to get the schema
schema_registry_response.raise_for_status()
consumption_schema=schema_registry_response.json()['schema']
print(consumption_schema) # This works fine
schema_registry_client = SchemaRegistryClient({'url': registry_configuration})
avro_deserializer = AvroDeserializer(schema_registry_client,consumption_schema
) # This is the problem area which is called when the poll method is called
string_deserializer = StringDeserializer('utf_8')
basic_conf=_get_basic_configuration()
consumer_conf = {'key.deserializer': string_deserializer,
'value.deserializer': avro_deserializer,
'group.id': 'myconsumergroupid',
'auto.offset.reset': 'earliest'}
consumer_conf.update(basic_conf)
# update default config with parameter
additional_consumer_conf={}
consumer_conf.update(additional_consumer_conf)
cn=DeserializingConsumer(consumer_conf)
cn.subscribe(['topicname'])
while True:
msg=cn.poll(10) # This fails because the deserializingconsumer calls the schema registry and the certificate validation fails
The get_basic_configuration method that you see above has
'enable.ssl.certificate.verification': 'false'
The error is
Max retries exceeded with url: /schemas/ids/140 (Caused by SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: self signed certificate in certificate chain
I have gone through the code of SchemaRegistryClient here but I do not see any option to set the certificate validation to false.
I have also searched through S.O posts and other Confluent documentation to see if I could find something, but nothing helpful
Hope someone knows more here? I am willing to elaborate or clarify any questions? I am trying not to use a lot of custom logic to deserialize if possible.
I have found an answer to this.
Basically this S.O post here. Especially the answer after the accepted answer , if you are using Confluent kafka
and avro documentation here , because my schema wasn't coming from a file , but as a http response, so I had to parse it using avro.schema.parse
Final skeleton code
topic="mytopic"
registry_configuration="schema registry url"
url = urljoin(registry_configuration, f'/subjects/{topic}-value/versions/latest')
schema_registry_response = requests.get(url, verify=False)
schema_registry_response.raise_for_status()
consumption_schema=schema_registry_response.json()['schema']
consumption_schema = avro.schema.parse(consumption_schema)
schema_registry_client = SchemaRegistryClient({'url': registry_configuration})
basic_conf=_get_basic_configuration()
consumer_conf = {
'group.id': 'myconsumergroupid',
'auto.offset.reset': 'earliest'}
consumer_conf.update(basic_conf)
cn=Consumer(consumer_conf)
cn.subscribe(['mytopic'])
reader = DatumReader(consumption_schema)
while True:
msg=cn.poll(10)
if msg is None:
break
m=msg.value()
message_bytes = io.BytesIO(m)
message_bytes.seek(5)
decoder = BinaryDecoder(message_bytes)
event_dict = reader.read(decoder)
print(event_dict)