DruidBeams

Builds Beams or Finagle services that send events to the Druid indexing service.

val curator = CuratorFrameworkFactory.newClient("localhost:2181", new BoundedExponentialBackoffRetry(100, 30000, 30))
curator.start()
val dataSource = "foo"
val dimensions = Seq("bar")
val aggregators = Seq(new LongSumAggregatorFactory("baz", "baz"))
val sender = DruidBeams
  .builder[Map[String, Any]](eventMap => new DateTime(eventMap("timestamp")))
  .curator(curator)
  .discoveryPath("/test/discovery")
  .location(DruidLocation(new DruidEnvironment("druid:local:indexer", "druid:local:firehose:%s"), dataSource))
  .rollup(DruidRollup(dimensions, aggregators, QueryGranularity.MINUTE))
  .tuning(new ClusteredBeamTuning(Granularity.HOUR, 10.minutes, 1, 1))
  .buildTranquilizer()
val future = sender.send(Map("timestamp" -> "2010-01-02T03:04:05.678Z", "bar" -> "hey", "baz" -> 3))
println("result = %s" format Await.result(future))

Your event type (in this case, Map[String, Any]) must be serializable via Jackson to JSON that Druid can understand. If Jackson is not an appropriate choice, you can provide an ObjectWriter via .objectWriter(...).

Linear Supertypes

AnyRef, Any

Type Members

class Builder[InputType, EventType] extends AnyRef

Value Members

final def !=(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def ##(): Int

Definition Classes
AnyRef → Any
final def ==(arg0: Any): Boolean

Definition Classes
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final def asInstanceOf[T0]: T0

Definition Classes
Any
def builder[EventType]()(implicit timestamper: Timestamper[EventType]): Builder[EventType, EventType]

Start a builder for a particular event type.
Start a builder for a particular event type.
EventType
the event type
timestamper
time extraction object for this event type
returns
a new builder
def builder[EventType](timeFn: (EventType) ⇒ org.scala_tools.time.Imports.DateTime): Builder[EventType, EventType]

Start a builder for a particular event type.
Start a builder for a particular event type.
EventType
the event type
timeFn
time extraction function for this event type
returns
a new builder
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
final def eq(arg0: AnyRef): Boolean

Definition Classes
AnyRef
def equals(arg0: Any): Boolean

Definition Classes
AnyRef → Any
def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
def fromConfig[MessageType](config: DataSourceConfig[_ <: PropertiesBasedConfig], timestamper: Timestamper[MessageType], objectWriter: JavaObjectWriter[MessageType]): Builder[MessageType, MessageType]

Start a builder for a custom type based on a particular Tranquility dataSourceConfig.
Start a builder for a custom type based on a particular Tranquility dataSourceConfig. Not all of the realtime spec in the config is used, but we do translate as much as possible into DruidBeams configurations. The builder generated by this method will already have a curatorFactory, tuning, druidTuning, location, rollup, objectWriter, timestampSpec, partitions, replicants, and druidBeamConfig set.
config
Tranquility dataSource config
timestamper
Timestamper for this type
objectWriter
Serializer for this type
returns
new builder
def fromConfig[MessageType](config: DataSourceConfig[_ <: PropertiesBasedConfig], timestamper: Timestamper[MessageType], objectWriter: ObjectWriter[MessageType]): Builder[MessageType, MessageType]

Start a builder for a custom type based on a particular Tranquility dataSourceConfig.
Start a builder for a custom type based on a particular Tranquility dataSourceConfig. Not all of the realtime spec in the config is used, but we do translate as much as possible into DruidBeams configurations. The builder generated by this method will already have a tuning, druidTuning, location, rollup, objectWriter, timestampSpec, partitions, replicants, and druidBeamConfig set.
config
Tranquility dataSource config
timestamper
Timestamper for this type
objectWriter
Serializer for this type
returns
new builder
def fromConfig(config: DataSourceConfig[_ <: PropertiesBasedConfig]): Builder[Map[String, AnyRef], MessageHolder[InputRow]]

Start a builder for Java Maps based on a particular Tranquility dataSourceConfig.
Start a builder for Java Maps based on a particular Tranquility dataSourceConfig. Not all of the realtime spec in the config is used, but we do translate as much as possible into DruidBeams configurations. The builder generated by this method will already have a tuning, druidTuning, location, rollup, objectWriter, timestampSpec, partitions, replicants, and druidBeamConfig set.
config
Tranquility dataSource config
returns
new builder
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
def hashCode(): Int

Definition Classes
AnyRef → Any
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toString(): String

Definition Classes
AnyRef → Any
final def wait(): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long, arg1: Int): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )

Related Doc: package druid

object DruidBeams

Type Members

class Builder[InputType, EventType] extends AnyRef

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

def builder[EventType]()(implicit timestamper: Timestamper[EventType]): Builder[EventType, EventType]

def builder[EventType](timeFn: (EventType) ⇒ org.scala_tools.time.Imports.DateTime): Builder[EventType, EventType]

def clone(): AnyRef

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def finalize(): Unit

def fromConfig[MessageType](config: DataSourceConfig[_ <: PropertiesBasedConfig], timestamper: Timestamper[MessageType], objectWriter: JavaObjectWriter[MessageType]): Builder[MessageType, MessageType]

def fromConfig[MessageType](config: DataSourceConfig[_ <: PropertiesBasedConfig], timestamper: Timestamper[MessageType], objectWriter: ObjectWriter[MessageType]): Builder[MessageType, MessageType]

def fromConfig(config: DataSourceConfig[_ <: PropertiesBasedConfig]): Builder[Map[String, AnyRef], MessageHolder[InputRow]]

final def getClass(): Class[_]

def hashCode(): Int

final def isInstanceOf[T0]: Boolean

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

final def synchronized[T0](arg0: ⇒ T0): T0

def toString(): String

final def wait(): Unit

final def wait(arg0: Long, arg1: Int): Unit

final def wait(arg0: Long): Unit

Inherited from AnyRef

Inherited from Any

Ungrouped