Spark:为什么有些任务的输入大小为零,输入大小如何计算?

时间:2017-05-07 02:55:47

标签: apache-spark

我正在运行2个火花工作,一个有1个执行器,另外有8个执行器。

A(1执行人)

spark-submit --class com.SmallfilesResearchProcess --master yarn-cluster --queue xxx --executor-memory 1g --driver-memory 6g --num-executors 1 --conf spark.executor.cores=8 --conf spark.logLineage=true /tmp/hadoop-tools-1.2-SNAPSHOT-spark.jar coalesce.num.partitions=32

以下是来自spark UI

的案例A的结果
Executor ID ▴   Address         Task Time   Total Tasks     Failed Tasks    Succeeded Tasks     Input Size / Records
1               machine:xxx     2.0 min        32             0              32                 404.5 MB / 525572

Total Time Across All Tasks: 2.0 min
Locality Level Summary: Node local: 1; Rack local: 31
Input Size / Records: 404.5 MB / 525572

B(8位遗嘱执行人)

spark-submit --class com.SmallfilesResearchProcess --master yarn-cluster --queue xxx --executor-memory 1g --driver-memory 6g --num-executors 8 --conf spark.executor.cores=8 --conf spark.logLineage=true /tmp/hadoop-tools-1.2-SNAPSHOT-spark.jar coalesce.num.partitions=32

以下是来自spark UI

的案例B的结果
Executor ID ▴   Address         Task Time   Total Tasks     Failed Tasks    Succeeded Tasks     Input Size / Records
1               machine:xxxx    22 s        4                   0               4                   37.0 MB / 63106
2               machine:xxxx    25 s        4                   0               4                   0.0 B / 64068
3               machine:xxxx    27 s        4                   0               4                   0.0 B / 65045
4               machine:xxxx    22 s        4                   0               4                   38.1 MB / 64255
5               machine:xxxx    27 s        5                   0               5                   52.3 MB / 82091
6               machine:xxxx    22 s        5                   0               5                   49.1 MB / 79232
7               machine:xxxx    19 s        3                   0               3                   0.0 B / 48337
8               machine:xxxx    22 s        3                   0               3                   0.0 B / 59438


Total Time Across All Tasks: 2.8 min
Locality Level Summary: Node local: 4; Rack local: 28
Input Size / Records: 176.5 MB / 525572

问题1:如何计算输入大小,考虑到两种情况下的记录相同,我认为它应该是相同的?案例B中176.5 MB,案例A中针对405 MB < / p>

问题2:为什么B案例中某些任务的输入大小为0?

0 个答案:

没有答案