[SPARK-10543] [CORE] Peak Execution Memory Quantile should be Per-task Basis#8726
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saurfang wants to merge 2 commits into
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[SPARK-10543] [CORE] Peak Execution Memory Quantile should be Per-task Basis#8726saurfang wants to merge 2 commits into
saurfang wants to merge 2 commits into
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add to whitelist |
Contributor
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yeah, I think this is correct. Would you mind adding a unit test for it? If you prefer to do it separately we can also just merge this first. |
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Author
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I added a naive unit test. Let me know if you think it's sufficient or clear. |
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Test build #42364 has finished for PR 8726 at commit
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Test build #42365 has finished for PR 8726 at commit
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Contributor
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Yup it looks good, thanks for fixing this I'm merging into master and 1.5. |
asfgit
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Sep 14, 2015
…k Basis
Read `PEAK_EXECUTION_MEMORY` using `update` to get per task partial value instead of cumulative value.
I tested with this workload:
```scala
val size = 1000
val repetitions = 10
val data = sc.parallelize(1 to size, 5).map(x => (util.Random.nextInt(size / repetitions),util.Random.nextDouble)).toDF("key", "value")
val res = data.toDF.groupBy("key").agg(sum("value")).count
```
Before:
After:
Tasks view:
cc andrewor14 I appreciate if you can give feedback on this since I think you introduced display of this metric.
Author: Forest Fang <forest.fang@outlook.com>
Closes #8726 from saurfang/stagepage.
(cherry picked from commit fd1e8cd)
Signed-off-by: Andrew Or <andrew@databricks.com>
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Read
PEAK_EXECUTION_MEMORYusingupdateto get per task partial value instead of cumulative value.I tested with this workload:
Before:
After:
Tasks view:
cc @andrewor14 I appreciate if you can give feedback on this since I think you introduced display of this metric.