THIS IS A TEST INSTANCE. ALL YOUR CHANGES WILL BE LOST!!!!

Apache Kylin : Analytical Data Warehouse for Big Data

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  • 自动调参功能是默认打开的
  • 仅仅会在集群模式生效
  • 会影响的spark的配置项如下(当且仅当用户没有在kylin.properties中配置如下属性的时候才会启用本功能)


    Code Block
    # Spark executor
    kylin.engine.spark-conf.spark.executor.instances
    kylin.engine.spark-conf.spark.executor.cores
    kylin.engine.spark-conf.spark.executor.memory
    kylin.engine.spark-conf.spark.executor.memoryOverhead
    # Spark driver
    kylin.engine.spark-conf.spark.driver.memory
    # Shuffle
    kylin.engine.spark-conf.spark.sql.shuffle.partitions



实现

Spark driver参数

driver端只会修改spark.driver.memory, 执行逻辑如下; Spark任务会使用如下公式min(kylin.engine.driver-memory-maximum, kylin.engine.driver-memory-base * 档位)

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