Created
March 1, 2019 22:04
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Buffered commit to Kafka
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import cats.effect.{ContextShift, IO} | |
import cats.effect.concurrent.Ref | |
import cats.implicits._ | |
import fs2.{Chunk, Pipe, Stream} | |
class BufferedCommitter( | |
config: Config, | |
consumer: Consumer, | |
pipe: Pipe[IO, Record, Unit])(implicit cs: ContextShift[IO]) { | |
def run: IO[Unit] = | |
for { | |
state <- Ref.of[IO, State](newState) | |
_ <- consumer.chunks | |
.evalMap(receivedRecords(state, _)) | |
.compile | |
.drain | |
} yield () | |
private def receivedRecords(ref: Ref[IO, State], | |
records: Chunk[Record]): IO[Unit] = | |
for { | |
_ <- ref.update(_.receive(records)) | |
state <- ref.get | |
_ <- flush(ref).whenA(state.isReady) | |
} yield () | |
private def flush(ref: Ref[IO, State]): IO[Unit] = | |
for { | |
state <- ref.get | |
_ <- Stream.chunk(state.toChunk).through(pipe).compile.drain | |
_ <- consumer.commit | |
_ <- ref.set(newState) | |
} yield () | |
case class State(queue: Chunk.Queue[Record], caughtUp: Boolean) { | |
def receive(chunk: Chunk[Record]): State = | |
State(queue :+ chunk, chunk.isEmpty) | |
def isReady: Boolean = | |
isQueueFull || hasLastRecords | |
def toChunk: Chunk[Record] = | |
queue.toChunk | |
private def isQueueFull: Boolean = | |
queue.size >= config.batchSize | |
private def isQueueNonEmpty: Boolean = | |
queue.size > 0 | |
private def hasLastRecords: Boolean = | |
caughtUp && isQueueNonEmpty | |
} | |
def newState: State = | |
State(queue = Chunk.Queue.empty[Record], caughtUp = false) | |
} |
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