spark-instrumented-optimizer/resource-managers
Stavros Kontopoulos 5e74570c8f [SPARK-23153][K8S] Support client dependencies with a Hadoop Compatible File System
## What changes were proposed in this pull request?
- solves the current issue with --packages in cluster mode (there is no ticket for it). Also note of some [issues](https://issues.apache.org/jira/browse/SPARK-22657) of the past here when hadoop libs are used at the spark submit side.
- supports spark.jars, spark.files, app jar.

It works as follows:
Spark submit uploads the deps to the HCFS. Then the driver serves the deps via the Spark file server.
No hcfs uris are propagated.

The related design document is [here](https://docs.google.com/document/d/1peg_qVhLaAl4weo5C51jQicPwLclApBsdR1To2fgc48/edit). the next option to add is the RSS but has to be improved given the discussion in the past about it (Spark 2.3).
## How was this patch tested?

- Run integration test suite.
- Run an example using S3:

```
 ./bin/spark-submit \
...
 --packages com.amazonaws:aws-java-sdk:1.7.4,org.apache.hadoop:hadoop-aws:2.7.6 \
 --deploy-mode cluster \
 --name spark-pi \
 --class org.apache.spark.examples.SparkPi \
 --conf spark.executor.memory=1G \
 --conf spark.kubernetes.namespace=spark \
 --conf spark.kubernetes.authenticate.driver.serviceAccountName=spark-sa \
 --conf spark.driver.memory=1G \
 --conf spark.executor.instances=2 \
 --conf spark.sql.streaming.metricsEnabled=true \
 --conf "spark.driver.extraJavaOptions=-Divy.cache.dir=/tmp -Divy.home=/tmp" \
 --conf spark.kubernetes.container.image.pullPolicy=Always \
 --conf spark.kubernetes.container.image=skonto/spark:k8s-3.0.0 \
 --conf spark.kubernetes.file.upload.path=s3a://fdp-stavros-test \
 --conf spark.hadoop.fs.s3a.access.key=... \
 --conf spark.hadoop.fs.s3a.impl=org.apache.hadoop.fs.s3a.S3AFileSystem \
 --conf spark.hadoop.fs.s3a.fast.upload=true \
 --conf spark.kubernetes.executor.deleteOnTermination=false \
 --conf spark.hadoop.fs.s3a.secret.key=... \
 --conf spark.files=client:///...resolv.conf \
file:///my.jar **
```
Added integration tests based on [Ceph nano](https://github.com/ceph/cn). Looks very [active](http://www.sebastien-han.fr/blog/2019/02/24/Ceph-nano-is-getting-better-and-better/).
Unfortunately minio needs hadoop >= 2.8.

Closes #23546 from skonto/support-client-deps.

Authored-by: Stavros Kontopoulos <stavros.kontopoulos@lightbend.com>
Signed-off-by: Erik Erlandson <eerlands@redhat.com>
2019-05-22 16:15:42 -07:00
..
kubernetes [SPARK-23153][K8S] Support client dependencies with a Hadoop Compatible File System 2019-05-22 16:15:42 -07:00
mesos [SPARK-27774][CORE][MLLIB] Avoid hardcoded configs 2019-05-22 10:45:11 +09:00
yarn [SPARK-27774][CORE][MLLIB] Avoid hardcoded configs 2019-05-22 10:45:11 +09:00