### What changes were proposed in this pull request?
This PR aims to upgrade `zstd-jni` to 1.5.0-2, which uses `zstd` version 1.5.0.
### Why are the changes needed?
Major improvements to Zstd support are targeted for the upcoming 3.2.0 release of Spark. Zstd 1.5.0 introduces significant compression (+25% to 140%) and decompression (~15%) speed improvements in benchmarks described in more detail on the releases page:
- https://github.com/facebook/zstd/releases/tag/v1.5.0
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Build passes build tests, but the benchmark tests seem flaky. I am unsure if this change is responsible. The error is:
```
Running org.apache.spark.rdd.CoalescedRDDBenchmark:
21/06/08 18:53:10 ERROR SparkContext: Failed to add file:/home/runner/work/spark/spark/./core/target/scala-2.12/spark-core_2.12-3.2.0-SNAPSHOT-tests.jar to Spark environment
java.lang.IllegalArgumentException: requirement failed: File spark-core_2.12-3.2.0-SNAPSHOT-tests.jar was already registered with a different path (old path = /home/runner/work/spark/spark/core/target/scala-2.12/spark-core_2.12-3.2.0-SNAPSHOT-tests.jar, new path = /home/runner/work/spark/spark/./core/target/scala-2.12/spark-core_2.12-3.2.0-SNAPSHOT-tests.jar
```
https://github.com/dchristle/spark/runs/2776123749?check_suite_focus=true
cc: dongjoon-hyun
Closes#32826 from dchristle/ZSTD150.
Lead-authored-by: David Christle <dchristle@squareup.com>
Co-authored-by: David Christle <dchristle@users.noreply.github.com>
Co-authored-by: Dongjoon Hyun <dongjoon@apache.org>
Signed-off-by: Dongjoon Hyun <dongjoon@apache.org>
### What changes were proposed in this pull request?
This upgrade default Hadoop version from 3.2.1 to 3.3.1. The changes here are simply update the version number and dependency file.
### Why are the changes needed?
Hadoop 3.3.1 just came out, which comes with many client-side improvements such as for S3A/ABFS (20% faster when accessing S3). These are important for users who want to use Spark in a cloud environment.
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
- Existing unit tests in Spark
- Manually tested using my S3 bucket for event log dir:
```
bin/spark-shell \
-c spark.hadoop.fs.s3a.access.key=$AWS_ACCESS_KEY_ID \
-c spark.hadoop.fs.s3a.secret.key=$AWS_SECRET_ACCESS_KEY \
-c spark.eventLog.enabled=true
-c spark.eventLog.dir=s3a://<my-bucket>
```
- Manually tested against docker-based YARN dev cluster, by running `SparkPi`.
Closes#30135 from sunchao/SPARK-29250.
Authored-by: Chao Sun <sunchao@apple.com>
Signed-off-by: Dongjoon Hyun <dongjoon@apache.org>
### What changes were proposed in this pull request?
Remove commons-httpclient as a direct dependency for Hadoop-3.2 profile.
Hadoop-2.7 profile distribution still has it, hadoop-client has a compile dependency on commons-httpclient, thus we cannot remove it for Hadoop-2.7 profile.
```
[INFO] +- org.apache.hadoop:hadoop-client:jar:2.7.4:compile
[INFO] | +- org.apache.hadoop:hadoop-common:jar:2.7.4:compile
[INFO] | | +- commons-cli:commons-cli:jar:1.2:compile
[INFO] | | +- xmlenc:xmlenc:jar:0.52:compile
[INFO] | | +- commons-httpclient:commons-httpclient:jar:3.1:compile
```
### Why are the changes needed?
Spark is pulling in commons-httpclient as a dependency directly. commons-httpclient went EOL years ago and there are most likely CVEs not being reported against it, thus we should remove it.
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
- Existing unittests
- Checked the dependency tree before and after introducing the changes
Before:
```
./build/mvn dependency:tree -Phadoop-3.2 | grep -i "commons-httpclient"
Using `mvn` from path: /usr/bin/mvn
[INFO] +- commons-httpclient:commons-httpclient:jar:3.1:compile
[INFO] | +- commons-httpclient:commons-httpclient:jar:3.1:provided
```
After
```
./build/mvn dependency:tree | grep -i "commons-httpclient"
Using `mvn` from path: /Users/sumeet.gajjar/cloudera/upstream-spark/build/apache-maven-3.6.3/bin/mvn
```
P.S. Reopening this since [spark upgraded](463daabd5a) its `hive.version` to `2.3.9` which does not have a dependency on `commons-httpclient`.
Closes#32912 from sumeetgajjar/SPARK-35429.
Authored-by: Sumeet Gajjar <sumeetgajjar93@gmail.com>
Signed-off-by: Dongjoon Hyun <dongjoon@apache.org>
### What changes were proposed in this pull request?
This pr upgrades built-in Hive to 2.3.9. Hive 2.3.9 changes:
- [HIVE-17155] - findConfFile() in HiveConf.java has some issues with the conf path
- [HIVE-24797] - Disable validate default values when parsing Avro schemas
- [HIVE-24608] - Switch back to get_table in HMS client for Hive 2.3.x
- [HIVE-21200] - Vectorization: date column throwing java.lang.UnsupportedOperationException for parquet
- [HIVE-21563] - Improve Table#getEmptyTable performance by disabling registerAllFunctionsOnce
- [HIVE-19228] - Remove commons-httpclient 3.x usage
### Why are the changes needed?
Fix regression caused by AVRO-2035.
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Unit test.
Closes#32750 from wangyum/SPARK-34512.
Authored-by: Yuming Wang <yumwang@ebay.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This PR aims to upgrade kubernetes-client to 5.4.1.
### Why are the changes needed?
This will bring a few bug fixes.
- https://github.com/fabric8io/kubernetes-client/releases/tag/v5.4.1
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Pass the CIs.
Closes#32798 from dongjoon-hyun/SPARK-35660.
Authored-by: Dongjoon Hyun <dhyun@apple.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This PR aims to upgrade json4s from 3.7.0-M5 to 3.7.0-M11
Note: json4s version greater than 3.7.0-M11 is not binary compatible with Spark third party jars
### Why are the changes needed?
Multiple defect fixes and improvements like
https://github.com/json4s/json4s/issues/750https://github.com/json4s/json4s/issues/554https://github.com/json4s/json4s/issues/715
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
Ran with the existing UTs
Closes#32636 from vinodkc/br_build_upgrade_json4s.
Authored-by: Vinod KC <vinod.kc.in@gmail.com>
Signed-off-by: Max Gekk <max.gekk@gmail.com>
### What changes were proposed in this pull request?
This PR aims to upgrade joda-time from 2.10.5 to 2.10.10
### Why are the changes needed?
Improvement and bug fixes in joda-time
https://www.joda.org/joda-time/changes-report.html#a2.10.10
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
Ran with the existing UTs
Closes#32661 from vinodkc/br_build_upgrade_joda_time.
Authored-by: Vinod KC <vinod.kc.in@gmail.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This PR aims to upgrade Apache HttpCore from 4.4.12 to 4.4.14.
### Why are the changes needed?
Stability improvements in httpcore 4.4.14
- Bug fix: Non-blocking TLSv1.3 connections can end up in an infinite event spin when closed concurrently by the local and the remote endpoints.
- HTTPCORE-647: Non-blocking connection terminated due to 'java.io.IOException: Broken pipe' can enter an infinite loop flushing buffered output data.
- PR #201, HTTPCORE-634: Fix race condition in AbstractConnPool that can cause internal state
- corruption
- HTTPCORE-612: DefaultConnectionReuseStrategy incorrectly used int to represent Content-Length value
- instead of long
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
With Jenkins Tests
Closes#32638 from vinodkc/br_build_upgrade_httpcore.
Authored-by: Vinod KC <vinod.kc.in@gmail.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This PR aims to upgrade ORC to 1.6.8.
### Why are the changes needed?
This will bring the latest bug fixes.
- https://orc.apache.org/news/2021/05/21/ORC-1.6.8/
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Pass the existing CIs.
Closes#32635 from dongjoon-hyun/SPARK-35489.
Authored-by: Dongjoon Hyun <dhyun@apple.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This PR aims to upgrade ASM to 7.3.1.
- https://issues.apache.org/jira/browse/XBEAN-323
- https://asm.ow2.io/versions.html
### Why are the changes needed?
ASM 7.3.1 bring following changes
- new V15 constant
- experimental support for PermittedSubtypes and RecordComponent
- bug fixes
- - 317885: SKIP_DEBUG now skips MethodParameters attributes
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
Ran with the existing UTs
Closes#32634 from vinodkc/br_build_upgrade_asm.
Authored-by: Vinod KC <vinod.kc.in@gmail.com>
Signed-off-by: Kousuke Saruta <sarutak@oss.nttdata.com>
### What changes were proposed in this pull request?
This PR upgrades Dropwizard metrics to 4.2.0.
I also modified the corresponding links in `docs/monitoring.md`.
### Why are the changes needed?
The latest version was released last week and it contains some improvements.
https://github.com/dropwizard/metrics/releases/tag/v4.2.0
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Build succeeds and all the modified links are reachable.
Closes#32628 from sarutak/upgrade-dropwizard-4.2.0.
Authored-by: Kousuke Saruta <sarutak@oss.nttdata.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This PR aims to upgrade `kubernetes-client` from 5.3.1 to 5.4.0 to support K8s 1.21 models officially.
### Why are the changes needed?
`kubernetes-client` 5.4.0 has `Kubernetes Model v1.21.0`
- https://github.com/fabric8io/kubernetes-client/releases/tag/v5.4.0
### Does this PR introduce _any_ user-facing change?
No. This is a dev-only change.
### How was this patch tested?
Pass the CIs including Jenkins K8s IT.
- https://github.com/apache/spark/pull/32612#issuecomment-845456039
I tested K8s IT with the following versions.
- minikube version: v1.20.0
- K8s Client Version: v1.21.0
- Server Version: v1.21.0
```
KubernetesSuite:
- Run SparkPi with no resources
- Run SparkPi with a very long application name.
- Use SparkLauncher.NO_RESOURCE
- Run SparkPi with a master URL without a scheme.
- Run SparkPi with an argument.
- Run SparkPi with custom labels, annotations, and environment variables.
- All pods have the same service account by default
- Run extraJVMOptions check on driver
- Run SparkRemoteFileTest using a remote data file
- Verify logging configuration is picked from the provided SPARK_CONF_DIR/log4j.properties
- Run SparkPi with env and mount secrets.
- Run PySpark on simple pi.py example
- Run PySpark to test a pyfiles example
- Run PySpark with memory customization
- Run in client mode.
- Start pod creation from template
- Launcher client dependencies
- SPARK-33615: Launcher client archives
- SPARK-33748: Launcher python client respecting PYSPARK_PYTHON
- SPARK-33748: Launcher python client respecting spark.pyspark.python and spark.pyspark.driver.python
- Launcher python client dependencies using a zip file
- Test basic decommissioning
- Test basic decommissioning with shuffle cleanup
- Test decommissioning with dynamic allocation & shuffle cleanups
- Test decommissioning timeouts
- Run SparkR on simple dataframe.R example
Run completed in 17 minutes, 18 seconds.
Total number of tests run: 26
Suites: completed 2, aborted 0
Tests: succeeded 26, failed 0, canceled 0, ignored 0, pending 0
All tests passed.
```
Closes#32612 from dongjoon-hyun/SPARK-35462.
Authored-by: Dongjoon Hyun <dhyun@apple.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This PR changes the antlr4-runtime version from 4.8-1 to 4.8.
### Why are the changes needed?
Version 4.8 is the official release version, with a proper release note (see https://github.com/antlr/antlr4/releases) and artifiacts listed in https://www.antlr.org/download/index.html.
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
Will rely on tests in the PR.
Closes#32603 from bozhang2820/antlr-4.8.
Authored-by: Bo Zhang <bo.zhang@databricks.com>
Signed-off-by: Takeshi Yamamuro <yamamuro@apache.org>
### What changes were proposed in this pull request?
This PR proposes to bump up the janino version from 3.0.16 to v3.1.4.
The major changes of this upgrade are as follows:
- Fixed issue #131: Janino 3.1.2 is 10x slower than 3.0.11: The Compiler's IClassLoader was initialized way too eagerly, thus lots of classes were loaded from the class path, which is very slow.
- Improved the encoding of stack map frames according to JVMS11 4.7.4: Previously, only "full_frame"s were generated.
- Fixed issue #107: Janino requires "org.codehaus.commons.compiler.io", but commons-compiler does not export this package
- Fixed the promotion of the array access index expression (see JLS7 15.13 Array Access Expressions).
For all the changes, please see the change log: http://janino-compiler.github.io/janino/changelog.html
NOTE1: I've checked that there is no obvious performance regression. For all the data, see a link: https://docs.google.com/spreadsheets/d/1srxT9CioGQg1fLKM3Uo8z1sTzgCsMj4pg6JzpdcG6VU/edit?usp=sharing
NOTE2: We upgraded janino to 3.1.2 (#27860) once before, but the commit had been reverted in #29495 because of the correctness issue. Recently, #32374 had checked if Spark could land on v3.1.3 or not, but a new bug was found there. These known issues has been fixed in v3.1.4 by following PRs:
- janino-compiler/janino#145
- janino-compiler/janino#146
### Why are the changes needed?
janino v3.0.X is no longer maintained.
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
GA passed.
Closes#32455 from maropu/janino_v3.1.4.
Authored-by: Takeshi Yamamuro <yamamuro@apache.org>
Signed-off-by: Sean Owen <srowen@gmail.com>
### What changes were proposed in this pull request?
This is a followup of https://github.com/apache/spark/pull/32453.
### Why are the changes needed?
Jenkins doesn't check dependency manifest files.
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Pass the GitHub Action or manually.
Closes#32458 from dongjoon-hyun/SPARK-35326.
Authored-by: Dongjoon Hyun <dhyun@apple.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This PR aims to upgrade K8s client to 5.3.1.
### Why are the changes needed?
This will bring the latest bug fixes.
- https://github.com/fabric8io/kubernetes-client/releases/tag/v5.3.1
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Pass the CIs.
K8s IT is manually tested like the following.
```
KubernetesSuite:
- Run SparkPi with no resources
- Run SparkPi with a very long application name.
- Use SparkLauncher.NO_RESOURCE
- Run SparkPi with a master URL without a scheme.
- Run SparkPi with an argument.
- Run SparkPi with custom labels, annotations, and environment variables.
- All pods have the same service account by default
- Run extraJVMOptions check on driver
- Run SparkRemoteFileTest using a remote data file
- Verify logging configuration is picked from the provided SPARK_CONF_DIR/log4j.properties
- Run SparkPi with env and mount secrets.
- Run PySpark on simple pi.py example
- Run PySpark to test a pyfiles example
- Run PySpark with memory customization
- Run in client mode.
- Start pod creation from template
- PVs with local storage
- Launcher client dependencies
- SPARK-33615: Launcher client archives
- SPARK-33748: Launcher python client respecting PYSPARK_PYTHON
- SPARK-33748: Launcher python client respecting spark.pyspark.python and spark.pyspark.driver.python
- Launcher python client dependencies using a zip file
- Test basic decommissioning
- Test basic decommissioning with shuffle cleanup
- Test decommissioning with dynamic allocation & shuffle cleanups
- Test decommissioning timeouts
- Run SparkR on simple dataframe.R example
Run completed in 18 minutes, 33 seconds.
Total number of tests run: 27
Suites: completed 2, aborted 0
Tests: succeeded 27, failed 0, canceled 0, ignored 0, pending 0
All tests passed.
[INFO] ------------------------------------------------------------------------
[INFO] Reactor Summary for Spark Project Parent POM 3.2.0-SNAPSHOT:
[INFO]
[INFO] Spark Project Parent POM ........................... SUCCESS [ 3.959 s]
[INFO] Spark Project Tags ................................. SUCCESS [ 7.830 s]
[INFO] Spark Project Local DB ............................. SUCCESS [ 3.457 s]
[INFO] Spark Project Networking ........................... SUCCESS [ 5.496 s]
[INFO] Spark Project Shuffle Streaming Service ............ SUCCESS [ 3.239 s]
[INFO] Spark Project Unsafe ............................... SUCCESS [ 9.006 s]
[INFO] Spark Project Launcher ............................. SUCCESS [ 2.422 s]
[INFO] Spark Project Core ................................. SUCCESS [02:17 min]
[INFO] Spark Project Kubernetes Integration Tests ......... SUCCESS [21:05 min]
[INFO] ------------------------------------------------------------------------
[INFO] BUILD SUCCESS
[INFO] ------------------------------------------------------------------------
[INFO] Total time: 23:59 min
[INFO] Finished at: 2021-05-05T11:59:19-07:00
[INFO] ------------------------------------------------------------------------
```
Closes#32443 from dongjoon-hyun/SPARK-35319.
Authored-by: Dongjoon Hyun <dhyun@apple.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This PR aims to upgrade snappy to version 1.1.8.4.
### Why are the changes needed?
This will bring the latest bug fixes and improvements.
- https://github.com/xerial/snappy-java/blob/master/Milestone.md#snappy-java-1183-2021-01-20
- Make pure-java Snappy thread-safe
- Improved SnappyFramedInput/OutputStream performance by using java.util.zip.CRC32C
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Pass the CIs.
Closes#32402 from williamhyun/snappy1184.
Authored-by: William Hyun <william@apache.org>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This pr aims to upgrade Apache commons-lang3 to 3.12.0
### Why are the changes needed?
This version will bring the latest bug fixes as follows:
- https://commons.apache.org/proper/commons-lang/changes-report.html#a3.12.0
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
Pass the Jenkins or GitHub Action
Closes#32393 from LuciferYang/lang3-to-312.
Authored-by: yangjie01 <yangjie01@baidu.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
Although AS-IS master branch already works with K8s 1.20, this PR aims to upgrade K8s client to 5.3.0 to support K8s 1.20 officially.
- https://github.com/fabric8io/kubernetes-client#compatibility-matrix
The following are the notable breaking API changes.
1. Remove Doneable (5.0+):
- https://github.com/fabric8io/kubernetes-client/pull/2571
2. Change Watcher.onClose signature (5.0+):
- https://github.com/fabric8io/kubernetes-client/pull/2616
3. Change Readiness (5.1+)
- https://github.com/fabric8io/kubernetes-client/pull/2796
### Why are the changes needed?
According to the compatibility matrix, this makes Apache Spark and its external cluster manager extension support all K8s 1.20 features officially for Apache Spark 3.2.0.
### Does this PR introduce _any_ user-facing change?
Yes, this is a dev dependency change which affects K8s cluster extension users.
### How was this patch tested?
Pass the CIs.
This is manually tested with K8s IT.
```
KubernetesSuite:
- Run SparkPi with no resources
- Run SparkPi with a very long application name.
- Use SparkLauncher.NO_RESOURCE
- Run SparkPi with a master URL without a scheme.
- Run SparkPi with an argument.
- Run SparkPi with custom labels, annotations, and environment variables.
- All pods have the same service account by default
- Run extraJVMOptions check on driver
- Run SparkRemoteFileTest using a remote data file
- Verify logging configuration is picked from the provided SPARK_CONF_DIR/log4j.properties
- Run SparkPi with env and mount secrets.
- Run PySpark on simple pi.py example
- Run PySpark to test a pyfiles example
- Run PySpark with memory customization
- Run in client mode.
- Start pod creation from template
- PVs with local storage
- Launcher client dependencies
- SPARK-33615: Launcher client archives
- SPARK-33748: Launcher python client respecting PYSPARK_PYTHON
- SPARK-33748: Launcher python client respecting spark.pyspark.python and spark.pyspark.driver.python
- Launcher python client dependencies using a zip file
- Test basic decommissioning
- Test basic decommissioning with shuffle cleanup
- Test decommissioning with dynamic allocation & shuffle cleanups
- Test decommissioning timeouts
- Run SparkR on simple dataframe.R example
Run completed in 17 minutes, 44 seconds.
Total number of tests run: 27
Suites: completed 2, aborted 0
Tests: succeeded 27, failed 0, canceled 0, ignored 0, pending 0
All tests passed.
```
Closes#32221 from dongjoon-hyun/SPARK-K8S-530.
Authored-by: Dongjoon Hyun <dhyun@apple.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
Update the Avro version to 1.10.2
### Why are the changes needed?
To stay up to date with upstream and catch compatibility issues with zstd
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
Unit tests
Closes#31866 from iemejia/SPARK-27733-upgrade-avro-1.10.2.
Authored-by: Ismaël Mejía <iemejia@gmail.com>
Signed-off-by: Yuming Wang <yumwang@ebay.com>
### What changes were proposed in this pull request?
This pr upgrade Jackson to 2.12.2.
Jackson Release 2.12: https://github.com/FasterXML/jackson/wiki/Jackson-Release-2.12
### Why are the changes needed?
Make it easy to upgrade Avro 1.10.2.
```
[error] Caused by: sbt.ForkMain$ForkError: com.fasterxml.jackson.databind.JsonMappingException: Scala module 2.11.4 requires Jackson Databind version >= 2.11.0 and < 2.12.0
[error] at com.fasterxml.jackson.module.scala.JacksonModule.setupModule(JacksonModule.scala:61)
[error] at com.fasterxml.jackson.module.scala.JacksonModule.setupModule$(JacksonModule.scala:46)
[error] at com.fasterxml.jackson.module.scala.DefaultScalaModule.setupModule(DefaultScalaModule.scala:17)
```
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Tested with Avro 1.10.2 and Parquet 1.12.0: https://github.com/apache/spark/runs/2157735537Closes#31878 from xclyfe/SPARK-34784.
Authored-by: Zhang, Xingchao <xingczhang@ebay.com>
Signed-off-by: Yuming Wang <yumwang@ebay.com>
### What changes were proposed in this pull request?
This PR upgrade Py4J from 0.10.9.1 to 0.10.9.2 that contains some bug fixes and improvements.
* expose shell parameter in Popen inside launch_gateway. ([bartdag/py4j220efc3](220efc3716))
* fixed Flake8 errors ([bartdag/py4j6c6ee9a](6c6ee9aedc))
### Why are the changes needed?
To leverage fixes from the upstream in Py4J.
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Jenkins build and GitHub Actions will test it out.
Closes#31796 from wankunde/py4j.
Authored-by: wankunde <wankunde@163.com>
Signed-off-by: Sean Owen <srowen@gmail.com>
### What changes were proposed in this pull request?
This PR aims to upgrade ZSTD-JNI to 1.4.9-1.
### Why are the changes needed?
ZStandard 1.4.9 and its corresponding JNI brings the following bug fixes and improvements.
- https://github.com/facebook/zstd/releases/tag/v1.4.9
One of notable improvement of ZStandard 1.4.9 is `2x faster Long Distance Mode`, but we are not using it yet.
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Pass the CIs with the existing tests and there is no regression in ZStandardBenchmark.
Closes#31784 from dongjoon-hyun/ZSTD-149.
Authored-by: Dongjoon Hyun <dhyun@apple.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This PR aims to use `ZstdInputStreamNoFinalizer` and `ZstdOutputStreamNoFinalizer` classes and upgrade ZSTD JNI to 1.4.8-7.
### Why are the changes needed?
`1.4.8-7` makes `NoFinalizer` classes public again. This improves the performance.
- 57d53a09d2
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Pass the CIs.
Closes#31762 from dongjoon-hyun/SPARK-ZSTD-NOFINALIZER.
Lead-authored-by: Dongjoon Hyun <dhyun@apple.com>
Co-authored-by: Dongjoon Hyun <dongjoon@apache.org>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This adds `hadoop-yarn-server-web-proxy` as dependency for Yarn and Hadoop 3.x profile (it is already a dependency for 2.x). Also excludes some dependencies from the module which are already covered by other Hadoop jars used by Spark.
### Why are the changes needed?
The class `org.apache.hadoop.yarn.server.webproxy.amfilter.AmIpFilter` is used by `ApplicationMaster`:
```scala
private def addAmIpFilter(driver: Option[RpcEndpointRef], proxyBase: String) = {
val amFilter = "org.apache.hadoop.yarn.server.webproxy.amfilter.AmIpFilter"
val params = client.getAmIpFilterParams(yarnConf, proxyBase)
driver match {
case Some(d) =>
d.send(AddWebUIFilter(amFilter, params, proxyBase))
...
```
and will be loaded at runtime. Therefore, without the above jar Spark Yarn app will fail with `ClassNotFoundError`.
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Existing unit tests. Also tested manually and it worked with the fix, while was failing previously.
Closes#31642 from sunchao/SPARK-33212-followup-2.
Authored-by: Chao Sun <sunchao@apple.com>
Signed-off-by: Dongjoon Hyun <dongjoon@apache.org>
### What changes were proposed in this pull request?
This PR aims to upgrade ZSTD JNI to 1.4.8-6.
### Why are the changes needed?
This fixes the following issue and will unblock SPARK-34479 (Support ZSTD at Avro data source).
- https://github.com/luben/zstd-jni/issues/161
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Pass the CIs.
Closes#31674 from dongjoon-hyun/SPARK-34559.
Authored-by: Dongjoon Hyun <dhyun@apple.com>
Signed-off-by: Dongjoon Hyun <dongjoon@apache.org>
### What changes were proposed in this pull request?
This PR aims to upgrade ZSTD-JNI to 1.4.8-5 for better API compatibility.
### Why are the changes needed?
Previously, we upgrade for ZSTD-JNI performance improvement.
And, `Apache Spark`/`Apache Parquet`/`Apache Avro` master branches are using JZSTD-JNI 1.4.8-x.
This PR aims to upgrade a minor version for a better API compatibility.
- def1860c6f
- 188c803044
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Pass the CIs
Closes#31609 from dongjoon-hyun/SPARK-34496.
Authored-by: Dongjoon Hyun <dhyun@apple.com>
Signed-off-by: HyukjinKwon <gurwls223@apache.org>
### What changes were proposed in this pull request?
This PR aims to upgrade `kubernetes-client` library from 4.12.0 to 4.13.2 for Apache Spark 3.2.0.
### Why are the changes needed?
This will bring [K8s 1.19.1](https://github.com/fabric8io/kubernetes-client/pull/2541) models officially and the latest bug fixes.
- https://github.com/fabric8io/kubernetes-client/releases/tag/v4.13.0
- https://github.com/fabric8io/kubernetes-client/releases/tag/v4.13.1
- https://github.com/fabric8io/kubernetes-client/releases/tag/v4.13.2
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
Pass the K8s IT and UT.
```
KubernetesSuite:
- Run SparkPi with no resources
- Run SparkPi with a very long application name.
- Use SparkLauncher.NO_RESOURCE
- Run SparkPi with a master URL without a scheme.
- Run SparkPi with an argument.
- Run SparkPi with custom labels, annotations, and environment variables.
- All pods have the same service account by default
- Run extraJVMOptions check on driver
- Run SparkRemoteFileTest using a remote data file
- Verify logging configuration is picked from the provided SPARK_CONF_DIR/log4j.properties
- Run SparkPi with env and mount secrets.
- Run PySpark on simple pi.py example
- Run PySpark to test a pyfiles example
- Run PySpark with memory customization
- Run in client mode.
- Start pod creation from template
- PVs with local storage
- Launcher client dependencies
- SPARK-33615: Launcher client archives
- SPARK-33748: Launcher python client respecting PYSPARK_PYTHON
- SPARK-33748: Launcher python client respecting spark.pyspark.python and spark.pyspark.driver.python
- Launcher python client dependencies using a zip file
- Test basic decommissioning
- Test basic decommissioning with shuffle cleanup
- Test decommissioning with dynamic allocation & shuffle cleanups
- Test decommissioning timeouts
- Run SparkR on simple dataframe.R example
Run completed in 19 minutes, 25 seconds.
Total number of tests run: 27
Suites: completed 2, aborted 0
Tests: succeeded 27, failed 0, canceled 0, ignored 0, pending 0
All tests passed.
```
Closes#31602 from dongjoon-hyun/SPARK-34486.
Authored-by: Dongjoon Hyun <dhyun@apple.com>
Signed-off-by: HyukjinKwon <gurwls223@apache.org>
### What changes were proposed in this pull request?
This PR aims to upgrade Zstd-JNI library to 1.4.8-4 to bring JNI side optimization.
`ZStandardBenchmark` shows that there is no regression in terms of performance and show some improvements.
### Why are the changes needed?
https://github.com/luben/zstd-jni/commits/v1.4.8-4
- be9be47fae
- be51ebade1
- 44ff8b6f95
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Pass the CIs.
Closes#31585 from dongjoon-hyun/SPARK-ZSTD-1.4.8-4.
Lead-authored-by: Dongjoon Hyun <dhyun@apple.com>
Co-authored-by: Dongjoon Hyun <dongjoon@apache.org>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This PR aims to upgrade zstd-jni to 1.4.8-3.
### Why are the changes needed?
This will bring the latest improvements and bug fixes.
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Pass the CIs with the existing tests.
Closes#31430 from williamhyun/zstd-148.
Authored-by: William Hyun <williamhyun3@gmail.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This PR aims to upgrade Apache ORC from 1.6.6 to 1.6.7.
### Why are the changes needed?
Apache ORC 1.6.7 has the following fixes including [ORC-711 Support CryptoExtension in create/decryptLocalKey](https://issues.apache.org/jira/browse/ORC-711).
- https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12318320&version=12349470
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Pass the CIs with the existing tests.
Closes#31301 from dongjoon-hyun/SPARK-34208.
Authored-by: Dongjoon Hyun <dhyun@apple.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
Update Avro dependency to version 1.10.1
### Why are the changes needed?
To catch up multiple improvements of Avro as well as fix security issues on transitive dependencies.
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
Since there were no API changes required we just run the tests
Closes#31232 from iemejia/SPARK-27733-avro-upgrade.
Authored-by: Ismaël Mejía <iemejia@gmail.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This PR is the 3rd try to upgrade Scala 2.12.x in order to see the feasibility.
- https://github.com/apache/spark/pull/27929 (Upgrade Scala to 2.12.11, wangyum )
- https://github.com/apache/spark/pull/30940 (Upgrade Scala to 2.12.12, viirya )
`silencer` library is updated accordingly. And, Kafka version upgrade is required because it fails like the following.
```
[info] KafkaDataConsumerSuite:
[info] org.apache.spark.streaming.kafka010.KafkaDataConsumerSuite *** ABORTED *** (1 second, 580 milliseconds)
[info] java.lang.NoClassDefFoundError: scala/math/Ordering$$anon$7
[info] at kafka.api.ApiVersion$.orderingByVersion(ApiVersion.scala:45)
```
### Why are the changes needed?
Apache Spark was stuck to 2.12.10 due to the regression in Scala 2.12.11 and 2.12.12. This will bring all the bug fixes.
- https://github.com/scala/scala/releases/tag/v2.12.13
- https://github.com/scala/scala/releases/tag/v2.12.12
- https://github.com/scala/scala/releases/tag/v2.12.11
### Does this PR introduce _any_ user-facing change?
Yes, but this is a bug-fixed version.
### How was this patch tested?
Pass the CIs.
Closes#31223 from dongjoon-hyun/SPARK-31168.
Authored-by: Dongjoon Hyun <dhyun@apple.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
Hive 2.3.8 changes:
HIVE-19662: Upgrade Avro to 1.8.2
HIVE-24324: Remove deprecated API usage from Avro
HIVE-23980: Shade Guava from hive-exec in Hive 2.3
HIVE-24436: Fix Avro NULL_DEFAULT_VALUE compatibility issue
HIVE-24512: Exclude calcite in packaging.
HIVE-22708: Fix for HttpTransport to replace String.equals
HIVE-24551: Hive should include transitive dependencies from calcite after shading it
HIVE-24553: Exclude calcite from test-jar dependency of hive-exec
### Why are the changes needed?
Upgrade Avro and Parquet to latest version.
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Existing test add test try to upgrade Parquet to 1.11.1 and Avro to 1.10.1: https://github.com/apache/spark/pull/30517Closes#30657 from wangyum/SPARK-33696.
Authored-by: Yuming Wang <yumwang@ebay.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This PR upgrade Zookeeper to 3.6.2.
### Why are the changes needed?
To make Spark running on jdk 14, otherwise:
```
21/01/13 20:25:32,533 WARN [Driver-SendThread(apache-spark-zk-3.vip.hadoop.com:2181)] zookeeper.ClientCnxn:1164 : Session 0x0 for server apache-spark-zk-3.vip.hadoop.com/<unresolved>:2181, unexpected error, closing socket connection and attempting reconnect
java.lang.IllegalArgumentException: Unable to canonicalize address apache-spark-zk-3.vip.hadoop.com/<unresolved>:2181 because it's not resolvable
at org.apache.zookeeper.SaslServerPrincipal.getServerPrincipal(SaslServerPrincipal.java:65)
at org.apache.zookeeper.SaslServerPrincipal.getServerPrincipal(SaslServerPrincipal.java:41)
at org.apache.zookeeper.ClientCnxn$SendThread.startConnect(ClientCnxn.java:1001)
at org.apache.zookeeper.ClientCnxn$SendThread.run(ClientCnxn.java:1060)
```
Please see [ZOOKEEPER-3779](https://issues.apache.org/jira/browse/ZOOKEEPER-3779) for more details.
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Manual test:
1. Replace zookeeper-3.4.14.jar with zookeeper-3.6.2.jar and zookeeper-jute-3.6.2.jar
2. Run Spark on jdk 14. Hadoop 2.7 with HADOOP-12760, Hive 1.2.1 and Zookeeper server version is 3.4.6.
Some key configurations:
```
# spark-defaults.conf
spark.yarn.appMasterEnv.JAVA_HOME /apache/releases/jdk-14.0.2
spark.executorEnv.JAVA_HOME /apache/releases/jdk-14.0.2
# spark-env.sh
export JAVA_HOME=/apache/releases/jdk-14.0.2
```
Jenkins Tests
- Hadoop 3.2: https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/134048/testReport
- Hadoop 2.7: https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/134063/testReportCloses#31177 from wangyum/SPARK-34110.
Authored-by: Yuming Wang <yumwang@ebay.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This:
1. switches Spark to use shaded Hadoop clients, namely hadoop-client-api and hadoop-client-runtime, for Hadoop 3.x.
2. upgrade built-in version for Hadoop 3.x to Hadoop 3.2.2
Note that for Hadoop 2.7, we'll still use the same modules such as hadoop-client.
In order to still keep default Hadoop profile to be hadoop-3.2, this defines the following Maven properties:
```
hadoop-client-api.artifact
hadoop-client-runtime.artifact
hadoop-client-minicluster.artifact
```
which default to:
```
hadoop-client-api
hadoop-client-runtime
hadoop-client-minicluster
```
but all switch to `hadoop-client` when the Hadoop profile is hadoop-2.7. A side affect from this is we'll import the same dependency multiple times. For this I have to disable Maven enforcer `banDuplicatePomDependencyVersions`.
Besides above, there are the following changes:
- explicitly add a few dependencies which are imported via transitive dependencies from Hadoop jars, but are removed from the shaded client jars.
- removed the use of `ProxyUriUtils.getPath` from `ApplicationMaster` which is a server-side/private API.
- modified `IsolatedClientLoader` to exclude `hadoop-auth` jars when Hadoop version is 3.x. This change should only matter when we're not sharing Hadoop classes with Spark (which is _mostly_ used in tests).
### Why are the changes needed?
Hadoop 3.2.2 is released with new features and bug fixes, so it's good for the Spark community to adopt it. However, latest Hadoop versions starting from Hadoop 3.2.1 have upgraded to use Guava 27+. In order to resolve Guava conflicts, this takes the approach by switching to shaded client jars provided by Hadoop. This also has the benefits of avoid pulling other 3rd party dependencies from Hadoop side so as to avoid more potential future conflicts.
### Does this PR introduce _any_ user-facing change?
When people use Spark with `hadoop-provided` option, they should make sure class path contains `hadoop-client-api` and `hadoop-client-runtime` jars. In addition, they may need to make sure these jars appear before other Hadoop jars in the order. Otherwise, classes may be loaded from the other non-shaded Hadoop jars and cause potential conflicts.
### How was this patch tested?
Relying on existing tests.
Closes#30701 from sunchao/test-hadoop-3.2.2.
Authored-by: Chao Sun <sunchao@apple.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This PR upgrade Py4J from 0.10.9 to 0.10.9.1 that contains some bug fixes and improvements.
It contains one bug fix (4152353ac1).
### Why are the changes needed?
To leverage fixes from the upstream in Py4J.
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
Jenkins build and GitHub Actions will test it out.
Closes#31009 from HyukjinKwon/SPARK-33984.
Authored-by: HyukjinKwon <gurwls223@apache.org>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This PR aims to update commons-lang3 to 3.11 to support Java 16+ better.
### Why are the changes needed?
commons-lang3 has the following bug fixes and Java 16 support.
- https://commons.apache.org/proper/commons-lang/changes-report.html#a3.11
### Does this PR introduce _any_ user-facing change?
N/A
### How was this patch tested?
Pass the CIs.
Closes#30990 from williamhyun/Commons-lang3.
Authored-by: William Hyun <williamhyun3@gmail.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
### What changes were proposed in this pull request?
This PR aims to upgrade Zstd library to 1.4.8.
### Why are the changes needed?
This will bring Zstd 1.4.7 and 1.4.8 improvement and bug fixes and the following from `zstd-jni`.
- https://github.com/facebook/zstd/releases/tag/v1.4.7
- https://github.com/facebook/zstd/releases/tag/v1.4.8
- https://github.com/luben/zstd-jni/issues/153 (Apple M1 architecture)
### Does this PR introduce _any_ user-facing change?
This will unblock Apple Silicon usage.
### How was this patch tested?
Pass the CIs.
Closes#30848 from dongjoon-hyun/SPARK-33843.
Authored-by: Dongjoon Hyun <dongjoon@apache.org>
Signed-off-by: Dongjoon Hyun <dongjoon@apache.org>