squito commented on issue #24740: [SPARK-27876][CORE] Split large shuffle partition to multi-segments to enable transfer oversize shuffle partition block URL: https://github.com/apache/spark/pull/24740#issuecomment-497403804 You shouldn't have this limit anymore (from spark 2.4 onwards) as long as you're also running a recent shuffle service. this uses fetching shuffle blocks to disk, instead of memory, which should be enabled by default for large blocks (https://issues.apache.org/jira/browse/SPARK-24297). But if you're seeing a failure with that, can you share some more details?
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