Project: Apache CarbonData (App Definition and Development / Database)
File: prestodb-guide.md

<!-- 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 http://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. --> This tutorial provides a quick introduction to using current integration/presto module. To know about which version of presto is supported by this version of carbon, visit https://github.com/apache/carbondata/blob/master/pom.xml and look for ```<presto.version>``` inside `prestodb` profile. Example: `<presto.version>0.217</presto.version>` This means current version of carbon supports presto 0.217 version. Note: Currently carbondata supports only one version of presto, cannot handle multiple versions at same time. If user wish to use older version of presto, then need to use older version of carbon (other old branches, say branch-1.5 and check the supported presto version in it's pom.xml file in integration/presto/) Download that version of Presto (say 0.217) using below command: ``` wget https://repo1.maven.org/maven2/com/facebook/presto/presto-server/0.217/presto-server-0.217.tar.gz ``` Extract Presto tar file: `tar zxvf presto-server-0.217.tar.gz`. Download the Presto CLI of the same presto server version (say 0.217) for the coordinator and name it presto. ``` wget https://repo1.maven.org/maven2/com/facebook/presto/presto-cli/0.217/presto-cli-0.217-executable.jar mv presto-cli-0.217-executable.jar presto chmod +x presto ``` Create `etc` folder in presto-server-0.217 directory. Create `config.properties`, `jvm.config`, `log.properties`, and `node.properties` files. Install uuid to generate a node.id. ``` sudo apt-get install uuid uuid ``` ``` node.environment=production node.id=<generated uuid> node.data-dir=/home/ubuntu/data ``` ``` -server -Xmx16G -XX:+UseG1GC -XX:G1HeapRegionSize=32M -XX:+UseGCOverheadLimit -XX:+ExplicitGCInvokesConcurrent -XX:+HeapDumpOnOutOfMemoryError -XX:OnOutOfMemoryError=kill -9 %p ``` ``` com.facebook.presto=INFO ``` The default minimum level is `INFO`. There are four levels: `DEBUG`, `INFO`, `WARN` and `ERROR`. ``` coordinator=true node-scheduler.include-coordinator=false http-server.http.port=8086 query.max-memory=5GB query.max-total-memory-per-node=5GB query.max-memory-per-node=3GB memory.heap-headroom-per-node=1GB discovery-server.enabled=true discovery.uri=http://<coordinator_ip>:8086 ``` The options `node-scheduler.include-coordinator=false` and `coordinator=true` indicate that the node is the coordinator and tells the coordinator not to do any of the computation work itself and to use the workers. Note: We recommend setting `query.max-memory-per-node` to half of the JVM config max memory, though if your workload is highly concurrent, you may want to use a lower value for `query.max-memory-per-node`. Also relation between below two configuration-properties should be like: If, `query.max-memory-per-node=30GB` Then, `query.max-memory=<30GB * number of nodes>`. ``` coordinator=false http-server.http.port=8086 query.max-memory=5GB query.max-memory-per-node=2GB discovery.uri=http://<coordinator_ip>:8086 ``` Note: `jvm.config` and `node.properties` files are same for all the nodes (worker + coordinator). All the nodes should have different `node.id`. Create a folder named `catalog` in etc directory of presto on all the nodes of the cluster including the coordinator. Create a file named `carbondata.properties` in the `catalog` folder and set the required properties on all the nodes. As carbondata connector extends hive connector all the configurations(including S3) is same as hive connector. Just replace the connector name in hive configuration and copy same to carbondata.properties `connector.name = carbondata` Create a directory named `carbondata` in plugin directory of presto. Copy all the jars from ../integration/presto/target/carbondata-presto-X.Y.Z-SNAPSHOT to `plugin/carbondata` directory on all nodes. ```

start ``` To run it as a background process. ``` ./presto-server-0.217/bin/launcher run ``` To run it in foreground. To connect to carbondata catalog use the following command: ``` ./presto --server <coordinatorip>:8086 --catalog carbondata --schema <schemaname> ``` Execute the following command to ensure the workers are connected. ``` select * from system.runtime.nodes; ``` Now you can use the Presto CLI on the coordinator to query data sources in the catalog using the Presto workers. Download presto server (0.217 is suggested and supported) : https://repo1.maven.org/maven2/com/facebook/presto/presto-server/ Finish presto configuration following https://prestodb.io/docs/current/installation/deployment.html. A configuration example: config.properties ``` coordinator=true node-scheduler.include-coordinator=true http-server.http.port=8086 query.max-memory=5GB query.max-total-memory-per-node=5GB query.max-memory-per-node=3GB memory.heap-headroom-per-node=1GB discovery-server.enabled=true discovery.uri=http://localhost:8086 task.max-worker-threads=4 optimizer.dictionary-aggregation=true optimizer.optimize-hash-generation = false ``` jvm.config ``` -server -Xmx4G -XX:+UseG1GC -XX:G1HeapRegionSize=32M -XX:+UseGCOverheadLimit -XX:+ExplicitGCInvokesConcurrent -XX:+HeapDumpOnOutOfMemoryError -XX:OnOutOfMemoryError=kill -9 %p -XX:+TraceClassLoading -Dcarbon.properties.filepath=<path>/carbon.properties ``` `carbon.properties.filepath` property is used to set the carbon.properties file path and it is recommended to set otherwise some features may not work. Please check the above example. log.properties ``` com.facebook.presto=DEBUG com.facebook.presto.server.PluginManager=DEBUG ``` node.properties ``` node.environment=carbondata node.id=ffffffff-ffff-ffff-ffff-ffffffffffff node.data-dir=/Users/apple/DEMO/presto_test/data ``` Config carbondata-connector for presto Firstly: Compile carbondata, including carbondata-presto integration module ``` $ git clone https://github.com/apache/carbondata $ cd carbondata $ mvn -DskipTests -P{spark-version} -P{prestodb/prestosql} -Dspark.version={spark-version-number} -Dhadoop.version={hadoop-version-number} clean package ``` Replace the spark and hadoop version with the version used in your cluster. For example, use prestodb profile and if you are using Spark 2.4.5, you would like to compile using: ``` mvn -DskipTests -Pspark-2.4 -Pprestodb -Dspark.version=2.4.5 -Dhadoop.version=2.7.2 clean package ``` Secondly: Create a folder named 'carbondata' under $PRESTO_HOME$/plugin and copy all jars from carbondata/integration/presto/target/carbondata-presto-x.x.x-SNAPSHOT to $PRESTO_HOME$/plugin/carbondata NOTE: Copying assemble jar alone will not work, need to copy all jars from integration/presto/target/carbondata-presto-x.x.x-SNAPSHOT Thirdly: Create a carbondata.properties file under $PRESTO_HOME$/etc/catalog/ containing the following contents: ``` connector.name=carbondata hive.metastore.uri=thrift://<host>:<port> ``` Carbondata becomes one of the supported format of presto hive plugin, so the configurations and setup is similar to hive connector of presto. Please refer <a>https://prestodb.io/docs/current/connector/hive.html</a> for more details. Note: Since carbon can work only with hive metastore, it is necessary that spark also connects to same metastore db for creating tables and updating tables. All the operations done on spark will be reflected in presto immediately. It is mandatory to create Carbon tables from spark using CarbonData 1.5.2 or greater version since input/output formats are updated in carbon table properly from this version. In case you want to query carbonstore on S3 using S3A api put following additional properties inside $PRESTO_HOME$/etc/catalog/carbondata.properties ``` Required properties hive.s3.aws-access-key={value} hive.s3.aws-secret-key={value} Optional properties hive.s3.endpoint={value} ``` Please refer <a>https://prestodb.io/docs/current/connector/hive.html</a> for more details on S3 integration. Please refer to quick start: https://github.com/apache/carbondata/blob/master/docs/quick-start-guide.md. Load data statement in Spark can be used to create carbondata tables. And then you can easily find the created carbondata files. Download presto cli client of version 0.217 : https://repo1.maven.org/maven2/com/facebook/presto/presto-cli Start CLI: ``` $ ./presto --server localhost:8086 --catalog carbondata --schema default ``` Replace the hostname, port and schema name with your own. Presto carbon only supports reading the carbon table which is written by spark carbon or carbon SDK. During reading, it supports the non-distributed indexes like block index and bloom index. It doesn't support Materialized View as it needs query plan to be changed and presto does not allow it. Also, Presto carbon supports streaming segment read from streaming table created by spark. Presto also supports caching block/blocklet indexes in distributed index server. Refer