[ 
https://issues.apache.org/jira/browse/SPARK-58277?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

ASF GitHub Bot updated SPARK-58277:
-----------------------------------
    Labels: pull-request-available  (was: )

> Stream DataType.json to bound peak driver memory for large schemas
> ------------------------------------------------------------------
>
>                 Key: SPARK-58277
>                 URL: https://issues.apache.org/jira/browse/SPARK-58277
>             Project: Spark
>          Issue Type: Improvement
>          Components: SQL
>    Affects Versions: 4.3.0
>            Reporter: Ben Hollis
>            Priority: Minor
>              Labels: pull-request-available
>
> *Problem*
> DataType.json builds the entire schema's json4s AST in memory and then 
> renders it to a String. The intermediate AST is roughly an order of magnitude 
> larger than the resulting JSON string, so for a very wide or deeply nested 
> schema it can dominate — and in pathological cases exhaust — the driver heap, 
> even though the final JSON is comparatively small.
> *Goal*
> Make DataType JSON serialization bound its peak memory to something 
> proportional to the output rather than to the whole schema's AST, with 
> byte-for-byte identical output and no public API or format change.



--
This message was sent by Atlassian Jira
(v8.20.10#820010)

---------------------------------------------------------------------
To unsubscribe, e-mail: [email protected]
For additional commands, e-mail: [email protected]

Reply via email to