Packages

Definition Classes: root

Definition Classes: root

Definition Classes: com

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 hadoop

Definition Classes: streamloader

package parquet

Definition Classes: hadoop

AvroParquetFileBuilder

DerivedAvroParquetFileBuilder

GenericAvroParquetFileBuilder

ParquetConfig

ProtoParquetFileBuilder

com.adform.streamloader.hadoop

parquet

package parquet

Type Members

abstract class AvroParquetFileBuilder[R] extends BaseFileBuilder[R]
Base class for Avro based parquet file builders.
Base class for Avro based parquet file builders.
R
type of the records being added.
class DerivedAvroParquetFileBuilder[R] extends AvroParquetFileBuilder[R]
Parquet writer that derives the Avro schema and encoder at compile time from the record type.
class GenericAvroParquetFileBuilder extends AvroParquetFileBuilder[GenericRecord]
A generic avro parquet writer that uses a user provider schema and accepts generic Avro records.
case class ParquetConfig(compression: Option[Compression] = None, rowGroupSize: Option[Long] = None, pageSize: Option[Int] = None, pageRowCountLimit: Option[Int] = None, dictionaryPageSize: Option[Int] = None, writerVersion: Option[WriterVersion] = None, enableDictionaryEncoding: Option[Boolean] = None, enableBloomFilter: Option[Boolean] = None, enableByteStreamSplit: Option[Boolean] = None) extends Product with Serializable
class ProtoParquetFileBuilder[R <: Message] extends BaseFileBuilder[R]
A parquet file writer that writes protobuf encoded messages.

Packages

parquet

package parquet

Type Members

Ungrouped

parquet