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https://issues.apache.org/jira/browse/FLINK-5051?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Stefan Richter reassigned FLINK-5051:
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Assignee: Stefan Richter
> Backwards compatibility for serializers in backend state
> --------------------------------------------------------
>
> Key: FLINK-5051
> URL: https://issues.apache.org/jira/browse/FLINK-5051
> Project: Flink
> Issue Type: Improvement
> Components: State Backends, Checkpointing
> Reporter: Stefan Richter
> Assignee: Stefan Richter
>
> When a new state is register, e.g. in a keyed backend via
> `getPartitionedState`, the caller has to provide all type serializers
> required for the persistence of state components. Explicitly passing the
> serializers on state creation already allows for potentiall version upgrades
> of serializers.
> However, those serializers are currently not part of any snapshot and are
> only provided at runtime, when the state is registered newly or restored. For
> backwards compatibility, this has strong implications: checkpoints are not
> self contained in that state is currently a blackbox without knowledge about
> it's corresponding serializers. Most cases where we would need to restructure
> the state are basically lost. We could only convert them lazily at runtime
> and only once the user is registering the concrete state, which might happen
> at unpredictable points.
> I suggest to adapt our solution as follows:
> - As now, all states are registered with their set of serializers.
> - Unlike now, all serializers are written to the snapshot. This makes
> savepoints self-contained and also allows to create inspection tools for
> savepoints at some point in the future.
> - Introduce an interface {{Versioned}} with {{long getVersion()}} and
> {{boolean isCompatible(Versioned v)}} which is then implemented by
> serializers. Compatible serializers must ensure that they can deserialize
> older versions, and can then serialize them in their new format. This is how
> we upgrade.
> We need to find the right tradeoff in how many places we need to store the
> serializers. I suggest to write them once per parallel operator instance for
> each state, i.e. we have a map with state_name -> tuple3<serializer<KEY>,
> serializer<NAMESPACE>, serializer<STATE>>. This could go before all
> key-groups are written, right at the head of the file. Then, for each file we
> see on restore, we can first read the serializer map from the head of the
> stream, then go through the key groups by offset.
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