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[REVIEW] Init version 22.02.0 [databricks] #4099

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Nov 16, 2021
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[REVIEW] Init version 22.02.0 [databricks] #4099

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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -74,7 +74,7 @@ as a `provided` dependency.
<dependency>
<groupId>com.nvidia</groupId>
<artifactId>rapids-4-spark_2.12</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<scope>provided</scope>
</dependency>
```
4 changes: 2 additions & 2 deletions aggregator/pom.xml
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Expand Up @@ -22,12 +22,12 @@
<parent>
<groupId>com.nvidia</groupId>
<artifactId>rapids-4-spark-parent</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
</parent>
<artifactId>rapids-4-spark-aggregator_2.12</artifactId>
<name>RAPIDS Accelerator for Apache Spark Aggregator</name>
<description>Creates an aggregated shaded package of the RAPIDS plugin for Apache Spark</description>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>

<properties>
<!--
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6 changes: 3 additions & 3 deletions api_validation/pom.xml
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Expand Up @@ -22,10 +22,10 @@
<parent>
<groupId>com.nvidia</groupId>
<artifactId>rapids-4-spark-parent</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
</parent>
<artifactId>rapids-4-spark-api-validation</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>

<profiles>
<profile>
Expand Down Expand Up @@ -144,7 +144,7 @@
<dependency>
<groupId>com.nvidia</groupId>
<artifactId>rapids-4-spark-shims-${spark.version.classifier}_${scala.binary.version}</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<scope>provided</scope>
</dependency>
</dependencies>
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4 changes: 2 additions & 2 deletions dist/pom.xml
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Expand Up @@ -22,12 +22,12 @@
<parent>
<groupId>com.nvidia</groupId>
<artifactId>rapids-4-spark-parent</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
</parent>
<artifactId>rapids-4-spark_2.12</artifactId>
<name>RAPIDS Accelerator for Apache Spark Distribution</name>
<description>Creates the distribution package of the RAPIDS plugin for Apache Spark</description>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<dependencies>
<dependency>
<groupId>com.nvidia</groupId>
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2 changes: 1 addition & 1 deletion docs/configs.md
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Expand Up @@ -10,7 +10,7 @@ The following is the list of options that `rapids-plugin-4-spark` supports.
On startup use: `--conf [conf key]=[conf value]`. For example:

```
${SPARK_HOME}/bin/spark --jars 'rapids-4-spark_2.12-21.12.0-SNAPSHOT.jar,cudf-21.12.0-SNAPSHOT-cuda11.jar' \
${SPARK_HOME}/bin/spark --jars 'rapids-4-spark_2.12-22.02.0-SNAPSHOT.jar,cudf-22.02.0-SNAPSHOT-cuda11.jar' \
--conf spark.plugins=com.nvidia.spark.SQLPlugin \
--conf spark.rapids.sql.incompatibleOps.enabled=true
```
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8 changes: 4 additions & 4 deletions docs/get-started/getting-started-on-prem.md
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Expand Up @@ -55,17 +55,17 @@ CUDA and will not run on other versions. The jars use a maven classifier to keep
- CUDA 11.x => classifier cuda11

For example, here is a sample version of the jars and cudf with CUDA 11.0 support:
- cudf-21.12.0-SNAPSHOT-cuda11.jar
- rapids-4-spark_2.12-21.12.0-SNAPSHOT.jar
- cudf-22.02.0-SNAPSHOT-cuda11.jar
- rapids-4-spark_2.12-22.02.0-SNAPSHOT.jar
jar that your version of the accelerator depends on.


For simplicity export the location to these jars. This example assumes the sample jars above have
been placed in the `/opt/sparkRapidsPlugin` directory:
```shell
export SPARK_RAPIDS_DIR=/opt/sparkRapidsPlugin
export SPARK_CUDF_JAR=${SPARK_RAPIDS_DIR}/cudf-21.12.0-SNAPSHOT-cuda11.jar
export SPARK_RAPIDS_PLUGIN_JAR=${SPARK_RAPIDS_DIR}/rapids-4-spark_2.12-21.12.0-SNAPSHOT.jar
export SPARK_CUDF_JAR=${SPARK_RAPIDS_DIR}/cudf-22.02.0-SNAPSHOT-cuda11.jar
export SPARK_RAPIDS_PLUGIN_JAR=${SPARK_RAPIDS_DIR}/rapids-4-spark_2.12-22.02.0-SNAPSHOT.jar
```

## Install the GPU Discovery Script
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6 changes: 3 additions & 3 deletions integration_tests/README.md
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Expand Up @@ -134,7 +134,7 @@ individually, so you don't risk running unit tests along with the integration te
http://www.scalatest.org/user_guide/using_the_scalatest_shell

```shell
spark-shell --jars rapids-4-spark-tests_2.12-21.12.0-SNAPSHOT-tests.jar,rapids-4-spark-udf-examples_2.12-21.12.0-SNAPSHOT.jar,rapids-4-spark-integration-tests_2.12-21.12.0-SNAPSHOT-tests.jar,scalatest_2.12-3.0.5.jar,scalactic_2.12-3.0.5.jar
spark-shell --jars rapids-4-spark-tests_2.12-22.02.0-SNAPSHOT-tests.jar,rapids-4-spark-udf-examples_2.12-22.02.0-SNAPSHOT.jar,rapids-4-spark-integration-tests_2.12-22.02.0-SNAPSHOT-tests.jar,scalatest_2.12-3.0.5.jar,scalactic_2.12-3.0.5.jar
```

First you import the `scalatest_shell` and tell the tests where they can find the test files you
Expand All @@ -157,7 +157,7 @@ If you just want to verify the SQL replacement is working you will need to add t
example assumes CUDA 11.0 is being used.

```
$SPARK_HOME/bin/spark-submit --jars "rapids-4-spark_2.12-21.12.0-SNAPSHOT.jar,rapids-4-spark-udf-examples_2.12-21.12.0-SNAPSHOT.jar,cudf-21.12.0-SNAPSHOT-cuda11.jar" ./runtests.py
$SPARK_HOME/bin/spark-submit --jars "rapids-4-spark_2.12-22.02.0-SNAPSHOT.jar,rapids-4-spark-udf-examples_2.12-22.02.0-SNAPSHOT.jar,cudf-22.02.0-SNAPSHOT-cuda11.jar" ./runtests.py
```

You don't have to enable the plugin for this to work, the test framework will do that for you.
Expand Down Expand Up @@ -256,7 +256,7 @@ To run cudf_udf tests, need following configuration changes:
As an example, here is the `spark-submit` command with the cudf_udf parameter on CUDA 11.0:

```
$SPARK_HOME/bin/spark-submit --jars "rapids-4-spark_2.12-21.12.0-SNAPSHOT.jar,rapids-4-spark-udf-examples_2.12-21.12.0-SNAPSHOT.jar,cudf-21.12.0-SNAPSHOT-cuda11.jar,rapids-4-spark-tests_2.12-21.12.0-SNAPSHOT.jar" --conf spark.rapids.memory.gpu.allocFraction=0.3 --conf spark.rapids.python.memory.gpu.allocFraction=0.3 --conf spark.rapids.python.concurrentPythonWorkers=2 --py-files "rapids-4-spark_2.12-21.12.0-SNAPSHOT.jar" --conf spark.executorEnv.PYTHONPATH="rapids-4-spark_2.12-21.12.0-SNAPSHOT.jar" ./runtests.py --cudf_udf
$SPARK_HOME/bin/spark-submit --jars "rapids-4-spark_2.12-22.02.0-SNAPSHOT.jar,rapids-4-spark-udf-examples_2.12-22.02.0-SNAPSHOT.jar,cudf-22.02.0-SNAPSHOT-cuda11.jar,rapids-4-spark-tests_2.12-22.02.0-SNAPSHOT.jar" --conf spark.rapids.memory.gpu.allocFraction=0.3 --conf spark.rapids.python.memory.gpu.allocFraction=0.3 --conf spark.rapids.python.concurrentPythonWorkers=2 --py-files "rapids-4-spark_2.12-22.02.0-SNAPSHOT.jar" --conf spark.executorEnv.PYTHONPATH="rapids-4-spark_2.12-22.02.0-SNAPSHOT.jar" ./runtests.py --cudf_udf
```

## Writing tests
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4 changes: 2 additions & 2 deletions integration_tests/pom.xml
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Expand Up @@ -22,10 +22,10 @@
<parent>
<groupId>com.nvidia</groupId>
<artifactId>rapids-4-spark-parent</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
</parent>
<artifactId>rapids-4-spark-integration-tests_2.12</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<properties>
<target.classifier/>
</properties>
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2 changes: 1 addition & 1 deletion jenkins/Jenkinsfile-blossom.premerge
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Expand Up @@ -228,7 +228,7 @@ pipeline {
steps {
script {
unstash "source_tree"
// Retrieve PROJECT_VER from version-def.sh, e.g, '21.12.0-SNAPSHOT'
// Retrieve PROJECT_VER from version-def.sh, e.g, '<major>.<minor>.<patch>-SNAPSHOT'
PROJECT_VER = sh(returnStdout: true, script: "bash $JENKINS_ROOT/version-def.sh | cut -d ',' -f 3 | cut -d ' ' -f 3")
PROJECT_VER = PROJECT_VER.split('-')[0] // Remove trailing '-SNAPSHOT'
echo PROJECT_VER
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2 changes: 1 addition & 1 deletion jenkins/databricks/create.py
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Expand Up @@ -27,7 +27,7 @@ def main():
workspace = 'https://dbc-9ff9942e-a9c4.cloud.databricks.com'
token = ''
sshkey = ''
cluster_name = 'CI-GPU-databricks-21.12.0-SNAPSHOT'
cluster_name = 'CI-GPU-databricks-22.02.0-SNAPSHOT'
idletime = 240
runtime = '7.0.x-gpu-ml-scala2.12'
num_workers = 1
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2 changes: 1 addition & 1 deletion jenkins/databricks/init_cudf_udf.sh
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Expand Up @@ -18,7 +18,7 @@
# The initscript to set up environment for the cudf_udf tests on Databricks
# Will be automatically pushed into the dbfs:/databricks/init_scripts once it is updated.

CUDF_VER=${CUDF_VER:-21.12}
CUDF_VER=${CUDF_VER:-22.02}

# Need to explictly add conda into PATH environment, to activate conda environment.
export PATH=/databricks/conda/bin:$PATH
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6 changes: 3 additions & 3 deletions jenkins/version-def.sh
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Expand Up @@ -26,10 +26,10 @@ for VAR in $OVERWRITE_PARAMS;do
done
IFS=$PRE_IFS

CUDF_VER=${CUDF_VER:-"21.12.0-SNAPSHOT"}
CUDF_VER=${CUDF_VER:-"22.02.0-SNAPSHOT"}
CUDA_CLASSIFIER=${CUDA_CLASSIFIER:-"cuda11"}
PROJECT_VER=${PROJECT_VER:-"21.12.0-SNAPSHOT"}
PROJECT_TEST_VER=${PROJECT_TEST_VER:-"21.12.0-SNAPSHOT"}
PROJECT_VER=${PROJECT_VER:-"22.02.0-SNAPSHOT"}
PROJECT_TEST_VER=${PROJECT_TEST_VER:-"22.02.0-SNAPSHOT"}
SPARK_VER=${SPARK_VER:-"3.0.1"}
# Make a best attempt to set the default value for the shuffle shim.
# Note that SPARK_VER for non-Apache Spark flavors (i.e. databricks,
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4 changes: 2 additions & 2 deletions pom.xml
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Expand Up @@ -23,7 +23,7 @@
<artifactId>rapids-4-spark-parent</artifactId>
<name>RAPIDS Accelerator for Apache Spark Root Project</name>
<description>The root project of the RAPIDS Accelerator for Apache Spark</description>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<packaging>pom</packaging>

<url>https://nvidia.github.io/spark-rapids/</url>
Expand Down Expand Up @@ -738,7 +738,7 @@
<spark.test.version>${spark.version}</spark.test.version>
<spark.version.classifier>spark${buildver}</spark.version.classifier>
<cuda.version>cuda11</cuda.version>
<cudf.version>21.12.0-SNAPSHOT</cudf.version>
<cudf.version>22.02.0-SNAPSHOT</cudf.version>
<scala.binary.version>2.12</scala.binary.version>
<scala.version>2.12.15</scala.version>
<orc.version>1.5.10</orc.version>
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12 changes: 6 additions & 6 deletions shims/README.md
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Expand Up @@ -62,16 +62,16 @@ Using JarURLConnection URLs we create a Parallel World of the current version wi

Spark 3.0.2's URLs:
```
jar:file:/home/spark/rapids-4-spark_2.12-21.12.0.jar!/
jar:file:/home/spark/rapids-4-spark_2.12-21.12.0.jar!/spark3xx-common/
jar:file:/home/spark/rapids-4-spark_2.12-21.12.0.jar!/spark302/
jar:file:/home/spark/rapids-4-spark_2.12-22.02.0.jar!/
jar:file:/home/spark/rapids-4-spark_2.12-22.02.0.jar!/spark3xx-common/
jar:file:/home/spark/rapids-4-spark_2.12-22.02.0.jar!/spark302/
```

Spark 3.2.0's URLs :
```
jar:file:/home/spark/rapids-4-spark_2.12-21.12.0.jar!/
jar:file:/home/spark/rapids-4-spark_2.12-21.12.0.jar!/spark3xx-common/
jar:file:/home/spark/rapids-4-spark_2.12-21.12.0.jar!/spark320/
jar:file:/home/spark/rapids-4-spark_2.12-22.02.0.jar!/
jar:file:/home/spark/rapids-4-spark_2.12-22.02.0.jar!/spark3xx-common/
jar:file:/home/spark/rapids-4-spark_2.12-22.02.0.jar!/spark320/
```

### Late Inheritance in Public Classes
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4 changes: 2 additions & 2 deletions shims/pom.xml
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Expand Up @@ -22,14 +22,14 @@
<parent>
<groupId>com.nvidia</groupId>
<artifactId>rapids-4-spark-parent</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<relativePath>../pom.xml</relativePath>
</parent>
<artifactId>rapids-4-spark-shims_2.12</artifactId>
<packaging>pom</packaging>
<name>RAPIDS Accelerator for Apache Spark SQL Plugin Shims</name>
<description>The RAPIDS SQL plugin for Apache Spark Shims</description>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>

<profiles>
<!-- maven CLI and CI builds one at a time -->
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4 changes: 2 additions & 2 deletions shims/spark301/pom.xml
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Expand Up @@ -22,13 +22,13 @@
<parent>
<groupId>com.nvidia</groupId>
<artifactId>rapids-4-spark-shims_2.12</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<relativePath>../pom.xml</relativePath>
</parent>
<artifactId>rapids-4-spark-shims-spark301_2.12</artifactId>
<name>RAPIDS Accelerator for Apache Spark SQL Plugin Spark 3.0.1 Shim</name>
<description>The RAPIDS SQL plugin for Apache Spark 3.0.1 Shim</description>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<properties>
<!-- don't move to the parent module shims due to conflicting tmp files -->
<target.classifier/>
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4 changes: 2 additions & 2 deletions shims/spark301db/pom.xml
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Expand Up @@ -22,13 +22,13 @@
<parent>
<groupId>com.nvidia</groupId>
<artifactId>rapids-4-spark-shims_2.12</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<relativePath>../pom.xml</relativePath>
</parent>
<artifactId>rapids-4-spark-shims-spark301db_2.12</artifactId>
<name>RAPIDS Accelerator for Apache Spark SQL Plugin Spark 3.0.1 Databricks Shim</name>
<description>The RAPIDS SQL plugin for Apache Spark 3.0.1 Databricks Shim</description>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<properties>
<!-- don't move to the parent module shims due to conflicting tmp files -->
<target.classifier/>
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4 changes: 2 additions & 2 deletions shims/spark302/pom.xml
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Expand Up @@ -22,13 +22,13 @@
<parent>
<groupId>com.nvidia</groupId>
<artifactId>rapids-4-spark-shims_2.12</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<relativePath>../pom.xml</relativePath>
</parent>
<artifactId>rapids-4-spark-shims-spark302_2.12</artifactId>
<name>RAPIDS Accelerator for Apache Spark SQL Plugin Spark 3.0.2 Shim</name>
<description>The RAPIDS SQL plugin for Apache Spark 3.0.2 Shim</description>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<properties>
<!-- don't move to the parent module shims due to conflicting tmp files -->
<target.classifier/>
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4 changes: 2 additions & 2 deletions shims/spark303/pom.xml
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Expand Up @@ -22,13 +22,13 @@
<parent>
<groupId>com.nvidia</groupId>
<artifactId>rapids-4-spark-shims_2.12</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<relativePath>../pom.xml</relativePath>
</parent>
<artifactId>rapids-4-spark-shims-spark303_2.12</artifactId>
<name>RAPIDS Accelerator for Apache Spark SQL Plugin Spark 3.0.3 Shim</name>
<description>The RAPIDS SQL plugin for Apache Spark 3.0.3 Shim</description>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<properties>
<!-- don't move to the parent module shims due to conflicting tmp files -->
<target.classifier/>
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4 changes: 2 additions & 2 deletions shims/spark304/pom.xml
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Expand Up @@ -22,13 +22,13 @@
<parent>
<groupId>com.nvidia</groupId>
<artifactId>rapids-4-spark-shims_2.12</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<relativePath>../pom.xml</relativePath>
</parent>
<artifactId>rapids-4-spark-shims-spark304_2.12</artifactId>
<name>RAPIDS Accelerator for Apache Spark SQL Plugin Spark 3.0.4 Shim</name>
<description>The RAPIDS SQL plugin for Apache Spark 3.0.4 Shim</description>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<properties>
<!-- don't move to the parent module shims due to conflicting tmp files -->
<target.classifier/>
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4 changes: 2 additions & 2 deletions shims/spark311/pom.xml
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Expand Up @@ -22,13 +22,13 @@
<parent>
<groupId>com.nvidia</groupId>
<artifactId>rapids-4-spark-shims_2.12</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<relativePath>../pom.xml</relativePath>
</parent>
<artifactId>rapids-4-spark-shims-spark311_2.12</artifactId>
<name>RAPIDS Accelerator for Apache Spark SQL Plugin Spark 3.1.1 Shim</name>
<description>The RAPIDS SQL plugin for Apache Spark 3.1.1 Shim</description>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<properties>
<!-- don't move to the parent module shims due to conflicting tmp files -->
<target.classifier/>
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4 changes: 2 additions & 2 deletions shims/spark311cdh/pom.xml
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Expand Up @@ -22,13 +22,13 @@
<parent>
<groupId>com.nvidia</groupId>
<artifactId>rapids-4-spark-shims_2.12</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<relativePath>../pom.xml</relativePath>
</parent>
<artifactId>rapids-4-spark-shims-spark311cdh_2.12</artifactId>
<name>RAPIDS Accelerator for Apache Spark SQL Plugin Spark 3.1.1 Cloudera Shim</name>
<description>The RAPIDS SQL plugin for Apache Spark 3.1.1 Cloudera Shim</description>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<properties>
<!-- don't move to the parent module shims due to conflicting tmp files -->
<target.classifier/>
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4 changes: 2 additions & 2 deletions shims/spark312/pom.xml
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Expand Up @@ -22,13 +22,13 @@
<parent>
<groupId>com.nvidia</groupId>
<artifactId>rapids-4-spark-shims_2.12</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<relativePath>../pom.xml</relativePath>
</parent>
<artifactId>rapids-4-spark-shims-spark312_2.12</artifactId>
<name>RAPIDS Accelerator for Apache Spark SQL Plugin Spark 3.1.2 Shim</name>
<description>The RAPIDS SQL plugin for Apache Spark 3.1.2 Shim</description>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<properties>
<!-- don't move to the parent module shims due to conflicting tmp files -->
<target.classifier/>
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4 changes: 2 additions & 2 deletions shims/spark312db/pom.xml
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Expand Up @@ -22,13 +22,13 @@
<parent>
<groupId>com.nvidia</groupId>
<artifactId>rapids-4-spark-shims_2.12</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<relativePath>../pom.xml</relativePath>
</parent>
<artifactId>rapids-4-spark-shims-spark312db_2.12</artifactId>
<name>RAPIDS Accelerator for Apache Spark SQL Plugin Databricks 9.1 Shim</name>
<description>The RAPIDS SQL plugin for Databricks 9.1 Shim</description>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<properties>
<!-- don't move to the parent module shims due to conflicting tmp files -->
<target.classifier/>
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4 changes: 2 additions & 2 deletions shims/spark313/pom.xml
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Expand Up @@ -22,13 +22,13 @@
<parent>
<groupId>com.nvidia</groupId>
<artifactId>rapids-4-spark-shims_2.12</artifactId>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<relativePath>../pom.xml</relativePath>
</parent>
<artifactId>rapids-4-spark-shims-spark313_2.12</artifactId>
<name>RAPIDS Accelerator for Apache Spark SQL Plugin Spark 3.1.3 Shim</name>
<description>The RAPIDS SQL plugin for Apache Spark 3.1.3 Shim</description>
<version>21.12.0-SNAPSHOT</version>
<version>22.02.0-SNAPSHOT</version>
<properties>
<!-- don't move to the parent module shims due to conflicting tmp files -->
<target.classifier/>
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