Packages

  • package root
    Definition Classes
    root
  • package com
    Definition Classes
    root
  • package adform
    Definition Classes
    com
  • package streamloader

    The entry point of the stream loader library is the StreamLoader class, which requires a KafkaSource and a Sink.

    The entry point of the stream loader library is the StreamLoader class, which requires a KafkaSource and a Sink. Once started it will subscribe to the provided topics and will start polling and sinking records. The sink has to be able to persist records and to look up committed offsets (technically this is optional, but without it there would be no way to provide any delivery guarantees). A large class of sinks are batch based, implemented as RecordBatchingSink. This sink accumulate batches of records using some RecordBatcher and once ready, stores them to some underlying RecordBatchStorage. A common type of batch is file based, i.e. a batcher might write records to a temporary file and once the file is full the sink commits the file to some underlying storage, such as a database or a distributed file system like HDFS.

    A sketch of the class hierarchy illustrating the main classes and interfaces can be seen below.



    For concrete storage implementations see the clickhouse, hadoop, s3 and vertica packages. They also contain more file builder implementations than just the CsvFileBuilder included in the core library.

    Definition Classes
    adform
  • package s3
    Definition Classes
    streamloader
  • S3FileStaging
  • S3FileStorage
  • S3MultiFileStaging

class S3FileStorage[P] extends TwoPhaseCommitBatchStorage[PartitionedFileRecordBatch[P, FileRecordBatch], S3MultiFileStaging] with Logging

An S3 compatible file storage, stores files and commits offsets to Kafka in a two-phase transaction. The file upload prepare/stage phases consist of starting and completing a multi-part upload with a single part.

Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. S3FileStorage
  2. TwoPhaseCommitBatchStorage
  3. Metrics
  4. Logging
  5. RecordBatchStorage
  6. AnyRef
  7. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. Protected

Instance Constructors

  1. new S3FileStorage(s3Client: S3Client, bucket: String, filePathFormatter: FilePathFormatter[P])

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##: Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  5. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native()
  6. final def commitBatch(batch: PartitionedFileRecordBatch[P, FileRecordBatch]): Unit

    Commits a given batch to storage.

    Commits a given batch to storage.

    Definition Classes
    TwoPhaseCommitBatchStorageRecordBatchStorage
  7. final def committedPositions(topicPartitions: Set[TopicPartition]): Map[TopicPartition, Option[StreamPosition]]

    Gets the latest committed stream positions for the given partitions.

    Gets the latest committed stream positions for the given partitions.

    Definition Classes
    TwoPhaseCommitBatchStorageRecordBatchStorage
  8. def createCounter(name: String, tags: Seq[MetricTag] = Seq()): Counter
    Attributes
    protected
    Definition Classes
    Metrics
  9. def createDistribution(name: String, tags: Seq[MetricTag] = Seq()): DistributionSummary
    Attributes
    protected
    Definition Classes
    Metrics
  10. def createGauge[T <: AnyRef](name: String, metric: T, tdf: ToDoubleFunction[T], tags: Seq[MetricTag] = Seq()): Gauge
    Attributes
    protected
    Definition Classes
    Metrics
  11. def createTimer(name: String, tags: Seq[MetricTag] = Seq(), maxDuration: Duration = null): Timer
    Attributes
    protected
    Definition Classes
    Metrics
  12. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  13. def equals(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef → Any
  14. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  15. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  16. def initialize(context: KafkaContext): Unit

    Initializes the storage with a Kafka context, which can be used to lookup/commit offsets, if needed.

    Initializes the storage with a Kafka context, which can be used to lookup/commit offsets, if needed.

    Definition Classes
    RecordBatchStorage
  17. def isBatchCommitted(batch: PartitionedFileRecordBatch[P, FileRecordBatch]): Boolean

    Checks whether a given batch was successfully committed to storage by comparing committed positions with the record ranges in the batch.

    Checks whether a given batch was successfully committed to storage by comparing committed positions with the record ranges in the batch.

    batch

    Batch to check.

    returns

    Whether the batch is successfully stored.

    Definition Classes
    RecordBatchStorage
  18. def isBatchStored(staging: S3MultiFileStaging): Boolean

    Checks whether a staged batch is actually stored, used during recovery.

    Checks whether a staged batch is actually stored, used during recovery.

    staging

    Batch staging information.

    returns

    Whether the batch is fully stored.

    Attributes
    protected
    Definition Classes
    S3FileStorageTwoPhaseCommitBatchStorage
  19. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  20. val kafkaContext: KafkaContext
    Attributes
    protected
    Definition Classes
    RecordBatchStorage
  21. val log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  22. def metricsRoot: String

    A common prefix for all created metrics.

    A common prefix for all created metrics.

    Attributes
    protected
    Definition Classes
    TwoPhaseCommitBatchStorageMetrics
  23. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  24. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  25. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  26. final def recover(topicPartitions: Set[TopicPartition]): Unit

    Performs any needed recovery upon startup, e.g.

    Performs any needed recovery upon startup, e.g. rolling back or completing transactions. Can fail, users should handle any possible exceptions.

    Definition Classes
    TwoPhaseCommitBatchStorageRecordBatchStorage
  27. def removeMeters(meters: Meter*): Unit
    Attributes
    protected
    Definition Classes
    Metrics
  28. def stageBatch(batch: PartitionedFileRecordBatch[P, FileRecordBatch]): S3MultiFileStaging

    Stages a record batch to storage.

    Stages a record batch to storage.

    batch

    Record batch to store.

    returns

    Information about the staging.

    Attributes
    protected
    Definition Classes
    S3FileStorageTwoPhaseCommitBatchStorage
  29. def storeBatch(staging: S3MultiFileStaging): Unit

    Finalizes storage of a staged record batch.

    Finalizes storage of a staged record batch.

    staging

    Batch staging information.

    Attributes
    protected
    Definition Classes
    S3FileStorageTwoPhaseCommitBatchStorage
  30. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  31. def toString(): String
    Definition Classes
    AnyRef → Any
  32. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  33. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  34. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable]) @Deprecated
    Deprecated

    (Since version 9)

Ungrouped