11 KiB
id | title |
---|---|
router | Router Process |
The Router is an optional and experimental feature due to the fact that its recommended place in the Druid cluster architecture is still evolving. However, it has been battle-tested in production, and it hosts the powerful Druid console, so you should feel safe deploying it.
The Apache Druid Router process can be used to route queries to different Broker processes. By default, the broker routes queries based on how Rules are set up. For example, if 1 month of recent data is loaded into a hot
cluster, queries that fall within the recent month can be routed to a dedicated set of brokers. Queries outside this range are routed to another set of brokers. This set up provides query isolation such that queries for more important data are not impacted by queries for less important data.
For query routing purposes, you should only ever need the Router process if you have a Druid cluster well into the terabyte range.
In addition to query routing, the Router also runs the Druid console, a management UI for datasources, segments, tasks, data processes (Historicals and MiddleManagers), and coordinator dynamic configuration. The user can also run SQL and native Druid queries within the console.
Configuration
For Apache Druid Router Process Configuration, see Router Configuration.
For basic tuning guidance for the Router process, see Basic cluster tuning.
HTTP endpoints
For a list of API endpoints supported by the Router, see Router API.
Running
org.apache.druid.cli.Main server router
Router as management proxy
The Router can be configured to forward requests to the active Coordinator or Overlord process. This may be useful for setting up a highly available cluster in situations where the HTTP redirect mechanism of the inactive -> active Coordinator/Overlord does not function correctly (servers are behind a load balancer, the hostname used in the redirect is only resolvable internally, etc.).
Enabling the management proxy
To enable this functionality, set the following in the Router's runtime.properties:
druid.router.managementProxy.enabled=true
Management proxy routing
The management proxy supports implicit and explicit routes. Implicit routes are those where the destination can be
determined from the original request path based on Druid API path conventions. For the Coordinator the convention is
/druid/coordinator/*
and for the Overlord the convention is /druid/indexer/*
. These are convenient because they mean
that using the management proxy does not require modifying the API request other than issuing the request to the Router
instead of the Coordinator or Overlord. Most Druid API requests can be routed implicitly.
Explicit routes are those where the request to the Router contains a path prefix indicating which process the request
should be routed to. For the Coordinator this prefix is /proxy/coordinator
and for the Overlord it is /proxy/overlord
.
This is required for API calls with an ambiguous destination. For example, the /status
API is present on all Druid
processes, so explicit routing needs to be used to indicate the proxy destination.
This is summarized in the table below:
Request Route | Destination | Rewritten Route | Example |
---|---|---|---|
/druid/coordinator/* |
Coordinator | /druid/coordinator/* |
router:8888/druid/coordinator/v1/datasources -> coordinator:8081/druid/coordinator/v1/datasources |
/druid/indexer/* |
Overlord | /druid/indexer/* |
router:8888/druid/indexer/v1/task -> overlord:8090/druid/indexer/v1/task |
/proxy/coordinator/* |
Coordinator | /* |
router:8888/proxy/coordinator/status -> coordinator:8081/status |
/proxy/overlord/* |
Overlord | /* |
router:8888/proxy/overlord/druid/indexer/v1/isLeader -> overlord:8090/druid/indexer/v1/isLeader |
Router strategies
The Router has a configurable list of strategies for how it selects which Brokers to route queries to. The order of the strategies matter because as soon as a strategy condition is matched, a Broker is selected.
timeBoundary
{
"type":"timeBoundary"
}
Including this strategy means all timeBoundary queries are always routed to the highest priority Broker.
priority
{
"type":"priority",
"minPriority":0,
"maxPriority":1
}
Queries with a priority set to less than minPriority are routed to the lowest priority Broker. Queries with priority set to greater than maxPriority are routed to the highest priority Broker. By default, minPriority is 0 and maxPriority is 1. Using these default values, if a query with priority 0 (the default query priority is 0) is sent, the query skips the priority selection logic.
manual
This strategy reads the parameter brokerService
from the query context and routes the query to that broker service. If no valid brokerService
is specified in the query context, the field defaultManualBrokerService
is used to determine target broker service given the value is valid and non-null. A value is considered valid if it is present in druid.router.tierToBrokerMap
This strategy can route both Native and SQL queries (when enabled).
Example: A strategy that routes queries to the Broker "druid:broker-hot" if no valid brokerService
is found in the query context.
{
"type": "manual",
"defaultManualBrokerService": "druid:broker-hot"
}
JavaScript
Allows defining arbitrary routing rules using a JavaScript function. The function is passed the configuration and the query to be executed, and returns the tier it should be routed to, or null for the default tier.
Example: a function that sends queries containing more than three aggregators to the lowest priority Broker.
{
"type" : "javascript",
"function" : "function (config, query) { if (query.getAggregatorSpecs && query.getAggregatorSpecs().size() >= 3) { var size = config.getTierToBrokerMap().values().size(); if (size > 0) { return config.getTierToBrokerMap().values().toArray()[size-1] } else { return config.getDefaultBrokerServiceName() } } else { return null } }"
}
JavaScript-based functionality is disabled by default. Please refer to the Druid JavaScript programming guide for guidelines about using Druid's JavaScript functionality, including instructions on how to enable it.
Routing of SQL queries using strategies
To enable routing of SQL queries using strategies, set druid.router.sql.enable
to true
. The broker service for a
given SQL query is resolved using only the provided Router strategies. If not resolved using any of the strategies, the
Router uses the defaultBrokerServiceName
. This behavior is slightly different from native queries where the Router
first tries to resolve the broker service using strategies, then load rules and finally using the defaultBrokerServiceName
if still not resolved. When druid.router.sql.enable
is set to false
(default value), the Router uses the
defaultBrokerServiceName
.
Setting druid.router.sql.enable
does not affect either Avatica JDBC requests or native queries.
Druid always routes native queries using the strategies and load rules as documented.
Druid always routes Avatica JDBC requests based on connection ID.
Avatica query balancing
All Avatica JDBC requests with a given connection ID must be routed to the same Broker, since Druid Brokers do not share connection state with each other.
To accomplish this, Druid provides two built-in balancers that use rendezvous hashing and consistent hashing of a request's connection ID respectively to assign requests to Brokers.
Note that when multiple Routers are used, all Routers should have identical balancer configuration to ensure that they make the same routing decisions.
Rendezvous hash balancer
This balancer uses Rendezvous Hashing on an Avatica request's connection ID to assign the request to a Broker.
To use this balancer, specify the following property:
druid.router.avatica.balancer.type=rendezvousHash
If no druid.router.avatica.balancer
property is set, the Router will also default to using the Rendezvous Hash Balancer.
Consistent hash balancer
This balancer uses Consistent Hashing on an Avatica request's connection ID to assign the request to a Broker.
To use this balancer, specify the following property:
druid.router.avatica.balancer.type=consistentHash
This is a non-default implementation that is provided for experimentation purposes. The consistent hasher has longer setup times on initialization and when the set of Brokers changes, but has a faster Broker assignment time than the rendezvous hasher when tested with 5 Brokers. Benchmarks for both implementations have been provided in ConsistentHasherBenchmark
and RendezvousHasherBenchmark
. The consistent hasher also requires locking, while the rendezvous hasher does not.
Example production configuration
In this example, we have two tiers in our production cluster: hot
and _default_tier
. Queries for the hot
tier are routed through the broker-hot
set of Brokers, and queries for the _default_tier
are routed through the broker-cold
set of Brokers. If any exceptions or network problems occur, queries are routed to the broker-cold
set of brokers. In our example, we are running with a c3.2xlarge EC2 instance. We assume a common.runtime.properties
already exists.
JVM settings:
-server
-Xmx13g
-Xms13g
-XX:NewSize=256m
-XX:MaxNewSize=256m
-XX:+UseConcMarkSweepGC
-XX:+PrintGCDetails
-XX:+PrintGCTimeStamps
-XX:+UseLargePages
-XX:+HeapDumpOnOutOfMemoryError
-XX:HeapDumpPath=/mnt/galaxy/deploy/current/
-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.plaintextPort=8080
druid.service=druid/router
druid.router.defaultBrokerServiceName=druid:broker-cold
druid.router.coordinatorServiceName=druid:coordinator
druid.router.tierToBrokerMap={"hot":"druid:broker-hot","_default_tier":"druid:broker-cold"}
druid.router.http.numConnections=50
druid.router.http.readTimeout=PT5M
# Number of threads used by the Router proxy http client
druid.router.http.numMaxThreads=100
druid.server.http.numThreads=100