[jira] [Commented] (FLINK-6761) Limitation for maximum state size per key in RocksDB backend
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https://issues.apache.org/jira/browse/FLINK-6761?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=17336987#comment-17336987
]
Flink Jira Bot commented on FLINK-6761:
---
This issue was labeled "stale-critical" 7 ago and has not received any updates
so it is being deprioritized. If this ticket is actually Critical, please raise
the priority and ask a committer to assign you the issue or revive the public
discussion.
> Limitation for maximum state size per key in RocksDB backend
>
>
> Key: FLINK-6761
> URL: https://issues.apache.org/jira/browse/FLINK-6761
> Project: Flink
> Issue Type: Bug
> Components: Runtime / State Backends
>Affects Versions: 1.2.1, 1.3.0
>Reporter: Stefan Richter
>Priority: Critical
> Labels: stale-critical
>
> RocksDB`s JNI bridge allows for putting and getting {{byte[]}} as keys and
> values.
> States that internally use RocksDB's merge operator, e.g. {{ListState}}, can
> currently merge multiple {{byte[]}} under one key, which will be internally
> concatenated to one value in RocksDB.
> This becomes problematic, as soon as the accumulated state size under one key
> grows larger than {{Integer.MAX_VALUE}} bytes. Whenever Java code tries to
> access a state that grew beyond this limit through merging, we will encounter
> an {{ArrayIndexOutOfBoundsException}} at best and a segfault at worst.
> This behaviour is problematic, because RocksDB silently stores states that
> exceed this limitation, but on access (e.g. in checkpointing), the code fails
> unexpectedly.
> I think the only proper solution to this is for RocksDB's JNI bridge to build
> on {{(Direct)ByteBuffer}} - which can go around the size limitation - as
> input and output types, instead of simple {{byte[]}}.
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[jira] [Commented] (FLINK-6761) Limitation for maximum state size per key in RocksDB backend
[
https://issues.apache.org/jira/browse/FLINK-6761?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=17329076#comment-17329076
]
Flink Jira Bot commented on FLINK-6761:
---
This critical issue is unassigned and itself and all of its Sub-Tasks have not
been updated for 7 days. So, it has been labeled "stale-critical". If this
ticket is indeed critical, please either assign yourself or give an update.
Afterwards, please remove the label. In 7 days the issue will be deprioritized.
> Limitation for maximum state size per key in RocksDB backend
>
>
> Key: FLINK-6761
> URL: https://issues.apache.org/jira/browse/FLINK-6761
> Project: Flink
> Issue Type: Bug
> Components: Runtime / State Backends
>Affects Versions: 1.2.1, 1.3.0
>Reporter: Stefan Richter
>Priority: Critical
> Labels: stale-critical
>
> RocksDB`s JNI bridge allows for putting and getting {{byte[]}} as keys and
> values.
> States that internally use RocksDB's merge operator, e.g. {{ListState}}, can
> currently merge multiple {{byte[]}} under one key, which will be internally
> concatenated to one value in RocksDB.
> This becomes problematic, as soon as the accumulated state size under one key
> grows larger than {{Integer.MAX_VALUE}} bytes. Whenever Java code tries to
> access a state that grew beyond this limit through merging, we will encounter
> an {{ArrayIndexOutOfBoundsException}} at best and a segfault at worst.
> This behaviour is problematic, because RocksDB silently stores states that
> exceed this limitation, but on access (e.g. in checkpointing), the code fails
> unexpectedly.
> I think the only proper solution to this is for RocksDB's JNI bridge to build
> on {{(Direct)ByteBuffer}} - which can go around the size limitation - as
> input and output types, instead of simple {{byte[]}}.
--
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[jira] [Commented] (FLINK-6761) Limitation for maximum state size per key in RocksDB backend
[
https://issues.apache.org/jira/browse/FLINK-6761?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16073788#comment-16073788
]
mingleizhang commented on FLINK-6761:
-
+1
> Limitation for maximum state size per key in RocksDB backend
>
>
> Key: FLINK-6761
> URL: https://issues.apache.org/jira/browse/FLINK-6761
> Project: Flink
> Issue Type: Bug
> Components: State Backends, Checkpointing
>Affects Versions: 1.3.0, 1.2.1
>Reporter: Stefan Richter
>Priority: Critical
>
> RocksDB`s JNI bridge allows for putting and getting {{byte[]}} as keys and
> values.
> States that internally use RocksDB's merge operator, e.g. {{ListState}}, can
> currently merge multiple {{byte[]}} under one key, which will be internally
> concatenated to one value in RocksDB.
> This becomes problematic, as soon as the accumulated state size under one key
> grows larger than {{Integer.MAX_VALUE}} bytes. Whenever Java code tries to
> access a state that grew beyond this limit through merging, we will encounter
> an {{ArrayIndexOutOfBoundsException}} at best and a segfault at worst.
> This behaviour is problematic, because RocksDB silently stores states that
> exceed this limitation, but on access (e.g. in checkpointing), the code fails
> unexpectedly.
> I think the only proper solution to this is for RocksDB's JNI bridge to build
> on {{(Direct)ByteBuffer}} - which can go around the size limitation - as
> input and output types, instead of simple {{byte[]}}.
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[jira] [Commented] (FLINK-6761) Limitation for maximum state size per key in RocksDB backend
[
https://issues.apache.org/jira/browse/FLINK-6761?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16028363#comment-16028363
]
Stefan Richter commented on FLINK-6761:
---
Opened a corresponding issue in the RocksDB tracker:
https://github.com/facebook/rocksdb/issues/2383
> Limitation for maximum state size per key in RocksDB backend
>
>
> Key: FLINK-6761
> URL: https://issues.apache.org/jira/browse/FLINK-6761
> Project: Flink
> Issue Type: Bug
> Components: State Backends, Checkpointing
>Affects Versions: 1.3.0, 1.2.1
>Reporter: Stefan Richter
>Priority: Critical
>
> RocksDB`s JNI bridge allows for putting and getting {{byte[]}} as keys and
> values.
> States that internally use RocksDB's merge operator, e.g. {{ListState}}, can
> currently merge multiple {{byte[]}} under one key, which will be internally
> concatenated to one value in RocksDB.
> This becomes problematic, as soon as the accumulated state size under one key
> grows larger than {{Integer.MAX_VALUE}} bytes. Whenever Java code tries to
> access a state that grew beyond this limit through merging, we will encounter
> an {{ArrayIndexOutOfBoundsException}} at best and a segfault at worst.
> This behaviour is problematic, because RocksDB silently stores states that
> exceed this limitation, but on access (e.g. in checkpointing), the code fails
> unexpectedly.
> I think the only proper solution to this is for RocksDB's JNI bridge to build
> on {{(Direct)ByteBuffer}} - which can go around the size limitation - as
> input and output types, instead of simple {{byte[]}}.
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