--- layout: doc_page --- Production Cluster Configuration ================================ This production Druid cluster assumes that MySQL and Zookeeper are already set up. The deep storage that is used for examples is S3 and memcached is used for a distributed cache. The nodes that respond to queries (Historical, Broker, and Middle manager nodes) will use as many cores as are available, depending on usage, so it is best to keep these on dedicated machines. The upper limit of effectively utilized cores is not well characterized yet and would depend on types of queries, query load, and the schema. Historical daemons should have a heap a size of at least 1GB per core for normal usage, but could be squeezed into a smaller heap for testing. Since in-memory caching is essential for good performance, even more RAM is better. Broker nodes will use RAM for caching, so they do more than just route queries. SSDs are highly recommended for Historical nodes not all data is loaded in available memory. The nodes that are responsible for coordination (Coordinator and Overlord nodes) require much less processing. The effective utilization of cores by Zookeeper, MySQL, and Coordinator nodes is likely to be between 1 and 2 for each process/daemon, so these could potentially share a machine with lots of cores. These daemons work with heap a size between 500MB and 1GB. We'll use r3.8xlarge nodes for query facing nodes and m1.xlarge nodes for coordination nodes. The following examples work relatively well in production, however, a more optimized tuning for the nodes we selected and more optimal hardware for a Druid cluster are both definitely possible. For general purposes of high availability, there should be at least 2 of every node type. To setup a local Druid cluster, see [Simple Cluster Configuration](Simple-Cluster-Configuration.html). ### Overlord Node Run: ``` io.druid.cli.Main server overlord ``` Hardware: ``` m1.xlarge (Cores: 4, Memory: 15.0 GB) ``` JVM Configuration: ``` -server -Xmx4g -Xms4g -XX:NewSize=256m -XX:MaxNewSize=256m -XX:+UseConcMarkSweepGC -XX:+PrintGCDetails -XX:+PrintGCTimeStamps -Duser.timezone=UTC -Dfile.encoding=UTF-8 -Djava.io.tmpdir=/mnt/tmp ``` Runtime.properties: ``` druid.host=#{IP_ADDR}:8080 druid.port=8080 druid.service=druid/prod/overlord druid.extensions.coordinates=["io.druid.extensions:druid-s3-extensions:0.6.116"] druid.zk.service.host=#{ZK_IPs} druid.zk.paths.base=/druid/prod druid.discovery.curator.path=/prod/discovery druid.s3.accessKey=#{ACCESS_KEY} druid.s3.secretKey=#{SECRET_KEY} druid.db.connector.connectURI=jdbc:mysql://#{MYSQL_URL}:3306/druid druid.db.connector.user=#{MYSQL_USER} druid.db.connector.password=#{MYSQL_PW} druid.db.connector.useValidationQuery=true druid.db.tables.base=prod # Only required if you are autoscaling middle managers druid.indexer.autoscale.doAutoscale=true druid.indexer.autoscale.strategy=ec2 druid.indexer.autoscale.workerIdleTimeout=PT90m druid.indexer.autoscale.terminatePeriod=PT5M druid.indexer.autoscale.workerVersion=#{WORKER_VERSION} # Upload all task logs to deep storage druid.indexer.logs.type=s3 druid.indexer.logs.s3Bucket=#{LOGS_BUCKET} druid.indexer.logs.s3Prefix=prod/logs/v1 # Run in remote mode druid.indexer.runner.type=remote druid.indexer.runner.compressZnodes=true druid.indexer.runner.minWorkerVersion=#{WORKER_VERSION} # Store all task state in MySQL druid.indexer.storage.type=db druid.monitoring.monitors=["com.metamx.metrics.SysMonitor","com.metamx.metrics.JvmMonitor"] # Emit metrics over http druid.emitter=http druid.emitter.http.recipientBaseUrl=#{EMITTER_URL} # If you choose to compress ZK announcements, you must do so for every node type druid.announcer.type=batch druid.curator.compress=true ``` ### MiddleManager Node Run: ``` io.druid.cli.Main server middleManager ``` Hardware: ``` r3.8xlarge (Cores: 32, Memory: 244 GB, SSD) ``` JVM Configuration: ``` -server -Xmx64m -Xms64m -XX:+UseConcMarkSweepGC -XX:+PrintGCDetails -XX:+PrintGCTimeStamps -Duser.timezone=UTC -Dfile.encoding=UTF-8 -Djava.io.tmpdir=/mnt/tmp ``` Runtime.properties: ``` druid.host=#{IP_ADDR}:8080 druid.port=8080 druid.service=druid/prod/middlemanager druid.extensions.coordinates=["io.druid.extensions:druid-s3-extensions:0.6.116","io.druid.extensions:druid-kafka-seven:0.6.116"] druid.zk.service.host=#{ZK_IPs} druid.zk.paths.base=/druid/prod druid.discovery.curator.path=/prod/discovery druid.s3.accessKey=#{ACCESS_KEY} druid.s3.secretKey=#{SECRET_KEY} # Store task logs in deep storage druid.indexer.logs.type=s3 druid.indexer.logs.s3Bucket=#{LOGS_BUCKET} druid.indexer.logs.s3Prefix=prod/logs/v1 # Dedicate more resources to peons druid.indexer.runner.javaOpts=-server -Xmx6g -Xms6g -XX:NewSize=256m -XX:MaxNewSize=256m -XX:+PrintGCDetails -XX:+PrintGCTimeStamps druid.indexer.runner.taskDir=/mnt/persistent/task/ druid.indexer.task.taskDir=/mnt/persistent/task/ druid.indexer.task.chathandler.type=announce druid.indexer.fork.property.druid.indexer.hadoopWorkingPath=/tmp/druid-indexing druid.indexer.fork.property.druid.computation.buffer.size=536870912 druid.indexer.fork.property.druid.processing.numThreads=3 druid.indexer.fork.property.druid.request.logging.type=file druid.indexer.fork.property.druid.request.logging.dir=request_logs/ druid.indexer.fork.property.druid.segmentCache.locations=[{"path": "/mnt/persistent/zk_druid", "maxSize": 0}] druid.indexer.fork.property.druid.server.http.numThreads=50 druid.indexer.fork.property.druid.storage.type=s3 druid.indexer.fork.property.druid.storage.baseKey=prod/v1 druid.indexer.fork.property.druid.storage.bucket=#{LOGS_BUCKET} druid.worker.capacity=10 druid.worker.ip=#{IP_ADDR} druid.worker.version=#{WORKER_VERSION} druid.selectors.indexing.serviceName=druid:prod:overlord druid.monitoring.monitors=["com.metamx.metrics.SysMonitor","com.metamx.metrics.JvmMonitor"] # Emit metrics over http druid.emitter=http druid.emitter.http.recipientBaseUrl=#{EMITTER_URL} # If you choose to compress ZK announcements, you must do so for every node type druid.announcer.type=batch druid.curator.compress=true ``` ### Coordinator Node Run: ``` io.druid.cli.Main server coordinator ``` Hardware: ``` m1.xlarge (Cores: 4, Memory: 15.0 GB) ``` JVM Configuration: ``` -server -Xmx10g -Xms10g -XX:NewSize=512m -XX:MaxNewSize=512m -XX:+G1GC -XX:+PrintGCDetails -XX:+PrintGCTimeStamps -Duser.timezone=UTC -Dfile.encoding=UTF-8 -Djava.io.tmpdir=/mnt/tmp ``` Runtime.properties: ``` druid.host=#{IP_ADDR}:8080 druid.port=8080 druid.service=druid/prod/coordinator druid.zk.service.host=#{ZK_IPs} druid.zk.paths.base=/druid/prod druid.discovery.curator.path=/prod/discovery druid.db.connector.connectURI=jdbc:mysql://#{MYSQL_URL}:3306/druid druid.db.connector.user=#{MYSQL_USER} druid.db.connector.password=#{MYSQL_PW} druid.db.connector.useValidationQuery=true druid.db.tables.base=prod druid.selectors.indexing.serviceName=druid:prod:overlord druid.monitoring.monitors=["com.metamx.metrics.SysMonitor", "com.metamx.metrics.JvmMonitor"] # Emit metrics over http druid.emitter=http druid.emitter.http.recipientBaseUrl=#{EMITTER_URL} # If you choose to compress ZK announcements, you must do so for every node type druid.announcer.type=batch druid.curator.compress=true ``` ### Historical Node Run: ``` io.druid.cli.Main server historical ``` Hardware: ``` r3.8xlarge (Cores: 32, Memory: 244 GB, SSD) ``` JVM Configuration: ``` -server -Xmx12g -Xms12g -XX:NewSize=6g -XX:MaxNewSize=6g -XX:MaxDirectMemorySize=32g -XX:+UseConcMarkSweepGC -XX:+PrintGCDetails -XX:+PrintGCTimeStamps -Duser.timezone=UTC -Dfile.encoding=UTF-8 -Djava.io.tmpdir=/mnt/tmp ``` Runtime.properties: ``` druid.host=#{IP_ADDR}:8080 druid.port=8080 druid.service=druid/prod/historical druid.extensions.coordinates=["io.druid.extensions:druid-s3-extensions:0.6.116"] druid.zk.service.host=#{ZK_IPs} druid.zk.paths.base=/druid/prod druid.s3.accessKey=#{ACCESS_KEY} druid.s3.secretKey=#{SECRET_KEY} druid.server.maxSize=300000000000 druid.server.http.numThreads=50 druid.processing.buffer.sizeBytes=1073741824 druid.processing.numThreads=31 druid.segmentCache.locations=[{"path": "/mnt/persistent/zk_druid", "maxSize": 300000000000}] druid.request.logging.type=file druid.request.logging.dir=request_logs/ druid.monitoring.monitors=["io.druid.server.metrics.ServerMonitor", "com.metamx.metrics.SysMonitor","com.metamx.metrics.JvmMonitor"] # Emit metrics over http druid.emitter=http druid.emitter.http.recipientBaseUrl=#{EMITTER_URL} # If you choose to compress ZK announcements, you must do so for every node type druid.announcer.type=batch druid.curator.compress=true ``` ### Broker Node Run: ``` io.druid.cli.Main server broker ``` Hardware: ``` r3.8xlarge (Cores: 32, Memory: 244 GB, SSD) ``` JVM Configuration: ``` -server -Xmx50g -Xms50g -XX:NewSize=6g -XX:MaxNewSize=6g -XX:MaxDirectMemorySize=64g -XX:+UseConcMarkSweepGC -XX:+PrintGCDetails -XX:+PrintGCTimeStamps -Duser.timezone=UTC -Dfile.encoding=UTF-8 -Djava.io.tmpdir=/mnt/tmp -Dcom.sun.management.jmxremote.port=17071 -Dcom.sun.management.jmxremote.authenticate=false -Dcom.sun.management.jmxremote.ssl=false ``` Runtime.properties: ``` druid.host=#{IP_ADDR}:8080 druid.port=8080 druid.service=druid/prod/broker druid.zk.service.host=#{ZK_IPs} druid.zk.paths.base=/druid/prod druid.discovery.curator.path=/prod/discovery druid.broker.cache.type=memcached druid.broker.cache.hosts=#{MC_HOST1}:11211,#{MC_HOST2}:11211,#{MC_HOST3}:11211 druid.broker.cache.expiration=2147483647 druid.broker.cache.memcachedPrefix=d1 druid.broker.http.numConnections=20 druid.broker.http.readTimeout=PT5M druid.processing.buffer.sizeBytes=2147483648 druid.processing.numThreads=31 druid.server.http.numThreads=50 druid.request.logging.type=emitter druid.request.logging.feed=druid_requests druid.monitoring.monitors=["com.metamx.metrics.SysMonitor","com.metamx.metrics.JvmMonitor"] # Emit metrics over http druid.emitter=http druid.emitter.http.recipientBaseUrl=#{EMITTER_URL} # If you choose to compress ZK announcements, you must do so for every node type druid.announcer.type=batch druid.curator.compress=true ```