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https://issues.apache.org/jira/browse/APEXMALHAR-2190?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15603139#comment-15603139
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ASF GitHub Bot commented on APEXMALHAR-2190:
--------------------------------------------
Github user asfgit closed the pull request at:
https://github.com/apache/apex-malhar/pull/465
> Use reusable buffer to serial spillable data structure
> ------------------------------------------------------
>
> Key: APEXMALHAR-2190
> URL: https://issues.apache.org/jira/browse/APEXMALHAR-2190
> Project: Apache Apex Malhar
> Issue Type: Task
> Reporter: bright chen
> Assignee: bright chen
> Original Estimate: 240h
> Remaining Estimate: 240h
>
> Spillable Data Structure created lots of temporary memory to serial data lot
> of of memory copy( see SliceUtils.concatenate(byte[], byte[]). Which used up
> memory very quickly. See APEXMALHAR-2182.
> Use a shared memory to avoid allocate temporary memory and memory copy
> some basic ideas
> - SerToLVBuffer interface provides a method serTo(T object, LengthValueBuffer
> buffer): instead of create a memory and then return the serialized data, this
> method let the caller pass in the buffer. So different objects or object with
> embed objects can share the same LengthValueBuffer
> - LengthValueBuffer: It is a buffer which manage the memory as length and
> value(which is the generic format of serialized data). which provide length
> placeholder mechanism to avoid temporary memory and data copy when the length
> can be know after data serialized
> - memory management classes: includes interface ByteStream and it's
> implementations: Block, FixedBlock, BlocksStream. Which provides a mechanism
> to dynamic allocate and manage memory. Which basically provides following
> function. I tried other some other stream mechamism such as
> ByteArrayInputStream, but it can meet 3rd criteria, and don't have good
> performance(50% loss)
> - dynamic allocate memory
> - reset memory for reuse
> - BlocksStream make sure the output slices will not be changed when need
> extra memory; Block can change the reference of output slices buffer is data
> was moved due to reallocate of memory(BlocksStream is better solution).
> - WindowableBlocksStream extends from BlocksStream and provides function to
> reset memory window by window instead of reset all memory. It provides
> certain amount of cache( as bytes ) in memory
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