--- license: | Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to You under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at https://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. --- # Gluten Support ## Velox Backend [Gluten](https://github.com/apache/incubator-gluten) with velox backend supports Celeborn as remote shuffle service. Below introduction is used to enable this feature. First refer to [Get Started With Velox](https://gluten.apache.org/docs/getting-started/velox-backend) to build Gluten with velox backend. When compiling the Gluten Java module, it's required to enable `celeborn` profile, as follows: ``` mvn clean package -Pbackends-velox -Pspark-3.3 -Pceleborn -DskipTests ``` Then add the Gluten and Spark Celeborn Client packages to your Spark application's classpath(usually add them into `$SPARK_HOME/jars`). - Celeborn: `celeborn-client-spark-3-shaded_2.12-[celebornVersion].jar` - Gluten: `gluten-velox-bundle-spark3.x_2.12-xx-xx-SNAPSHOT.jar` (The bundled Gluten Jar. Make sure -Pceleborn is specified when it is built.) ## ClickHouse Backend [Gluten](https://github.com/apache/incubator-gluten) with clickhouse backend supports Celeborn as remote shuffle service. Below introduction is used to enable this feature. First refer to [Get Started With ClickHouse](https://gluten.apache.org/docs/getting-started/clickhouse-backend) to build Gluten with clickhouse backend. When compiling the Gluten Java module, it's required to enable `celeborn` profile, as follows: ``` mvn clean package -Pbackends-clickhouse -Pspark-3.3 -Pceleborn -DskipTests ``` Then add the Spark Celeborn Client packages to your Spark application's classpath(usually add them into `$SPARK_HOME/jars`). - Celeborn: `celeborn-client-spark-3-shaded_2.12-[celebornVersion].jar` ## Gluten Configuration Currently, to use Gluten following configurations are required in `spark-defaults.conf`. ``` spark.shuffle.manager org.apache.spark.shuffle.gluten.celeborn.CelebornShuffleManager # celeborn master spark.celeborn.master.endpoints clb-master:9097 spark.celeborn.client.spark.shuffle.writer hash # This is not necessary if your Spark external shuffle service is Spark 3.1 or newer spark.shuffle.service.enabled false spark.sql.adaptive.localShuffleReader.enabled false # If you want to use dynamic resource allocation, # please refer to this URL (https://github.com/apache/celeborn/tree/main/assets/spark-patch) to apply the patch into your own Spark. spark.dynamicAllocation.enabled false ``` ## Availability | Celeborn Version | Available in Gluten? | |:----------------:|:--------------------:| | < 0.2.0 | No | | \>= 0.2.0 | Yes |