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You can use Spark section from this EMR best practices guide. Feel free to share here or create a specReq if customer has any specific question. Here are few basic things to keep in mind.
- Handle data skew
- Make sure there is no disk spill happening
- Optimal partition size to make sure not too many tasks are created
- Use the right data format for source and target (preferably parquet)
- Watch for excessive shuffle. Can be confirmed from Spark UI.
- Tune driver/executor size (memory, core) based on workload.
已回答 1 年前
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