Details
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Improvement
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Status: In Progress
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Minor
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Resolution: Unresolved
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None
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None
Description
Structure
The new RabbitMQ Source will have three components:
- RabbitMQ enumerator that receives one RabbitMQ Channel Config.
- RabbitMQ splits contain the RabbitMQ Channel Config
- RabbitMQ Readers which subscribe to the same RabbitMQ channel and receive the messages (automatically load balanced by RabbitMQ).
Checkpointing Enumerators
The enumerator only needs to checkpoint the RabbitMQ channel config since the continuous discovery of new unread/unhandled messages is taken care of by the subscribed RabbitMQ readers and RabbitMQ itself.
Checkpointing Readers
The new RabbitMQ Source needs to ensure that every reader can be checkpointed.
Since RabbitMQ is non-persistent and cannot be read by offset, a combined usage of checkpoints and message acknowledgments is necessary. Until a received message is checkpointed by a reader, it will stay in an un-acknowledge state. As soon as the checkpoint is created, the messages from the last checkpoint can be acknowledged as handled against RabbitMQ and thus will be deleted only then. Messages need to be acknowledged one by one as messages are handled by each SourceReader individually.
When deserializing the messages we will make use of the implementation in the existing RabbitMQ Source.
Message Delivery Guarantees
Unacknowledged messages of a reader will be redelivered by RabbitMQ automatically to other consumers of the same channel if the reader goes down.
This Source is going to only support at-least-once as this is the default RabbitMQ behavior and thus everything else would require changes to RabbitMQ itself or would impair the idea of parallelizing SourceReaders.
Attachments
Issue Links
- is depended upon by
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FLINK-25380 Introduce DynamicTableSink & DynamicTableSource for RabbitMQ
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- In Progress
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- links to