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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2020/03/03 09:01:44 UTC
[GitHub] [spark] Ngone51 opened a new pull request #27768:
[SPARK-31018][CORE] Deprecate support of multiple workers on the same host
in Standalone
Ngone51 opened a new pull request #27768: [SPARK-31018][CORE] Deprecate support of multiple workers on the same host in Standalone
URL: https://github.com/apache/spark/pull/27768
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### What changes were proposed in this pull request?
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Update the document and shell script to warn user about the deprecation of multiple workers on the same host support.
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This is a sub-task of [SPARK-30978](https://issues.apache.org/jira/browse/SPARK-30978), which plans to totally remove support of multiple workers in Spark 3.1. This PR makes the first step to deprecate it firstly in Spark 3.0.
### Does this PR introduce any user-facing change?
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Yeah, user see warning when they run start worker script.
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Tested manually.
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[SPARK-31018][CORE] Deprecate support of multiple workers on the same host
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[GitHub] [spark] SparkQA commented on issue #27768: [SPARK-31018][CORE]
Deprecate support of multiple workers on the same host in Standalone
Posted by GitBox <gi...@apache.org>.
SparkQA commented on issue #27768: [SPARK-31018][CORE] Deprecate support of multiple workers on the same host in Standalone
URL: https://github.com/apache/spark/pull/27768#issuecomment-594012909
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[GitHub] [spark] jiangxb1987 commented on issue #27768: [SPARK-31018][CORE]
Deprecate support of multiple workers on the same host in Standalone
Posted by GitBox <gi...@apache.org>.
jiangxb1987 commented on issue #27768: [SPARK-31018][CORE] Deprecate support of multiple workers on the same host in Standalone
URL: https://github.com/apache/spark/pull/27768#issuecomment-613859991
retest this please
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[GitHub] [spark] SparkQA commented on issue #27768: [SPARK-31018][CORE]
Deprecate support of multiple workers on the same host in Standalone
Posted by GitBox <gi...@apache.org>.
SparkQA commented on issue #27768: [SPARK-31018][CORE] Deprecate support of multiple workers on the same host in Standalone
URL: https://github.com/apache/spark/pull/27768#issuecomment-613954569
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* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] jiangxb1987 commented on a change in pull request #27768:
[SPARK-31018][CORE] Deprecate support of multiple workers on the same host
in Standalone
Posted by GitBox <gi...@apache.org>.
jiangxb1987 commented on a change in pull request #27768: [SPARK-31018][CORE] Deprecate support of multiple workers on the same host in Standalone
URL: https://github.com/apache/spark/pull/27768#discussion_r390756668
##########
File path: docs/core-migration-guide.md
##########
@@ -38,3 +38,5 @@ license: |
- Event log file will be written as UTF-8 encoding, and Spark History Server will replay event log files as UTF-8 encoding. Previously Spark writes event log file as default charset of driver JVM process, so Spark History Server of Spark 2.x is needed to read the old event log files in case of incompatible encoding.
- A new protocol for fetching shuffle blocks is used. It's recommended that external shuffle services be upgraded when running Spark 3.0 apps. Old external shuffle services can still be used by setting the configuration `spark.shuffle.useOldFetchProtocol` to `true`. Otherwise, Spark may run into errors with messages like `IllegalArgumentException: Unexpected message type: <number>`.
+
+- `SPARK_WORKER_INSTANCES` is deprecated. It's recommended to launch multiple executors in one worker and launch one worker per node instead of launching multiple workers per node and launching one executor per worker.
Review comment:
You should mention this is for Standalone backend only.
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[GitHub] [spark] Ngone51 commented on issue #27768: [SPARK-31018][CORE]
Deprecate support of multiple workers on the same host in Standalone
Posted by GitBox <gi...@apache.org>.
Ngone51 commented on issue #27768: [SPARK-31018][CORE] Deprecate support of multiple workers on the same host in Standalone
URL: https://github.com/apache/spark/pull/27768#issuecomment-611395658
ping @jiangxb1987
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[GitHub] [spark] jiangxb1987 commented on issue #27768: [SPARK-31018][CORE]
Deprecate support of multiple workers on the same host in Standalone
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We should also update the migration guide to deprecate the env `SPARK_WORKER_INSTANCES`
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* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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ping @jiangxb1987 Please take a look!
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URL: https://github.com/apache/spark/pull/27768#discussion_r388499387
##########
File path: docs/hardware-provisioning.md
##########
@@ -66,7 +66,8 @@ Finally, note that the Java VM does not always behave well with more than 200 Gi
purchase machines with more RAM than this, you can run _multiple worker JVMs per node_. In
Spark's [standalone mode](spark-standalone.html), you can set the number of workers per node
with the `SPARK_WORKER_INSTANCES` variable in `conf/spark-env.sh`, and the number of cores
-per worker with `SPARK_WORKER_CORES`.
+per worker with `SPARK_WORKER_CORES`. But please note that support of multiple workers on the
Review comment:
We should rewrite this paragraph to suggest launch multiple executors instead of mentioning multiple workers
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[GitHub] [spark] jiangxb1987 commented on a change in pull request #27768:
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in Standalone
Posted by GitBox <gi...@apache.org>.
jiangxb1987 commented on a change in pull request #27768: [SPARK-31018][CORE] Deprecate support of multiple workers on the same host in Standalone
URL: https://github.com/apache/spark/pull/27768#discussion_r390756919
##########
File path: docs/hardware-provisioning.md
##########
@@ -63,10 +63,10 @@ Note that memory usage is greatly affected by storage level and serialization fo
the [tuning guide](tuning.html) for tips on how to reduce it.
Finally, note that the Java VM does not always behave well with more than 200 GiB of RAM. If you
-purchase machines with more RAM than this, you can run _multiple worker JVMs per node_. In
-Spark's [standalone mode](spark-standalone.html), you can set the number of workers per node
-with the `SPARK_WORKER_INSTANCES` variable in `conf/spark-env.sh`, and the number of cores
-per worker with `SPARK_WORKER_CORES`.
+purchase machines with more RAM than this, you can launch multiple executors in a single node. In
+Spark's [standalone mode](spark-standalone.html), a worker is responsible for launching multiple
+executors according to its available memory and cores. And each executor will be launched in a
Review comment:
nit: `And` -> `and`
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ping @jiangxb1987
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* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] jiangxb1987 commented on issue #27768:
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jiangxb1987 commented on issue #27768: [SPARK-31018][CORE][DOCS] Deprecate support of multiple workers on the same host in Standalone
URL: https://github.com/apache/spark/pull/27768#issuecomment-614205345
Thanks, merged to master/3.0 !
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[GitHub] [spark] jiangxb1987 commented on a change in pull request #27768:
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jiangxb1987 commented on a change in pull request #27768: [SPARK-31018][CORE] Deprecate support of multiple workers on the same host in Standalone
URL: https://github.com/apache/spark/pull/27768#discussion_r388499978
##########
File path: sbin/decommission-slave.sh
##########
@@ -40,6 +40,7 @@ fi
if [ "$SPARK_WORKER_INSTANCES" = "" ]; then
"${SPARK_HOME}/sbin"/spark-daemon.sh decommission org.apache.spark.deploy.worker.Worker 1
else
+ echo "WARNING: Support of multiple workers on the same host is deprecated in Spark 3.0 and is going to be removed in Spark 3.1."
Review comment:
I don't think this warning message is necessary, but we can consider add comment in the script to say the env `SPARK_WORKER_INSTANCES` is deprecated.
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Ngone51 commented on a change in pull request #27768: [SPARK-31018][CORE] Deprecate support of multiple workers on the same host in Standalone
URL: https://github.com/apache/spark/pull/27768#discussion_r386878716
##########
File path: sbin/start-slave.sh
##########
@@ -86,6 +86,7 @@ function start_instance {
if [ "$SPARK_WORKER_INSTANCES" = "" ]; then
start_instance 1 "$@"
else
+ echo "WARNING: Support of multiple workers on the same host is deprecated in Spark 3.0 and is going to be removed in Spark 3.1."
Review comment:
Do we expect to see such warning? @jiangxb1987
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SparkQA commented on issue #27768: [SPARK-31018][CORE] Deprecate support of multiple workers on the same host in Standalone
URL: https://github.com/apache/spark/pull/27768#issuecomment-593906747
**[Test build #119215 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/119215/testReport)** for PR 27768 at commit [`2f2e6a9`](https://github.com/apache/spark/commit/2f2e6a9d4257d218f91527601131acdc22a8855c).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] AmplabJenkins commented on issue #27768:
[SPARK-31018][CORE] Deprecate support of multiple workers on the same host
in Standalone
Posted by GitBox <gi...@apache.org>.
AmplabJenkins commented on issue #27768: [SPARK-31018][CORE] Deprecate support of multiple workers on the same host in Standalone
URL: https://github.com/apache/spark/pull/27768#issuecomment-594013570
Merged build finished. Test PASSed.
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[GitHub] [spark] AmplabJenkins commented on issue #27768:
[SPARK-31018][CORE] Deprecate support of multiple workers on the same host
in Standalone
Posted by GitBox <gi...@apache.org>.
AmplabJenkins commented on issue #27768: [SPARK-31018][CORE] Deprecate support of multiple workers on the same host in Standalone
URL: https://github.com/apache/spark/pull/27768#issuecomment-609028259
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[GitHub] [spark] AmplabJenkins removed a comment on issue #27768:
[SPARK-31018][CORE] Deprecate support of multiple workers on the same host
in Standalone
Posted by GitBox <gi...@apache.org>.
AmplabJenkins removed a comment on issue #27768: [SPARK-31018][CORE] Deprecate support of multiple workers on the same host in Standalone
URL: https://github.com/apache/spark/pull/27768#issuecomment-611465482
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[GitHub] [spark] Ngone51 commented on issue #27768: [SPARK-31018][CORE]
Deprecate support of multiple workers on the same host in Standalone
Posted by GitBox <gi...@apache.org>.
Ngone51 commented on issue #27768: [SPARK-31018][CORE] Deprecate support of multiple workers on the same host in Standalone
URL: https://github.com/apache/spark/pull/27768#issuecomment-609011129
retest this please.
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[GitHub] [spark] AmplabJenkins commented on issue #27768:
[SPARK-31018][CORE] Deprecate support of multiple workers on the same host
in Standalone
Posted by GitBox <gi...@apache.org>.
AmplabJenkins commented on issue #27768: [SPARK-31018][CORE] Deprecate support of multiple workers on the same host in Standalone
URL: https://github.com/apache/spark/pull/27768#issuecomment-595688541
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