Chengfeng Mao created TWILL-199:
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Summary: Support inconsistent Kafka offset correction in
KafkaConsumer.MessageCallback
Key: TWILL-199
URL: https://issues.apache.org/jira/browse/TWILL-199
Project: Apache Twill
Issue Type: Improvement
Reporter: Chengfeng Mao
Offsets of Kafka messages may not always be consistent. They can change when
switching to a new Kafka instance while the messages' content remains the same.
Therefore, we need a way to check the inconsistent offsets and correct them. An
instance of a new class {{KafkaOffsetProvider}} can be added to the parameter
of {{KafkaConsumer.MessageCallback}} for this purpose. For backward
compatibility, if this instance is not provided, its default value will be null
and no check for inconsistent offset will be done.
The new class {{KafkaOffsetProvider}} requires the timestamp of the message to
be processed. It provides a method to verify whether the message fetched with
the given offset matches the intended one by checking whether the fetched
message's timestamp is equal to the expected timestamp. If not, this method
returns the offset of the first message found with the expected timestamp.
Method {{void onReceived(Iterator<FetchedMessage> messages)}} in
KafkaConsumer.MessageCallback should be changed to {{Long
onReceived(Iterator<FetchedMessage> messages)}} so that it can call call the
method in {{KafkaOffsetProvider}} to get the correct offset to start fetching
messages with, when the original starting offset does not exist or the message
given doesn't match the timestamp stored in KafkaOffsetProvider . If neither of
the offset mismatches happen or the {{KafkaOffsetProvider}} instance is null,
there's no check for inconsistent offset and this method will just return null.
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