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package root
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root
package com
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root
package adform
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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 sink
Definition Classes
streamloader
package batch
Definition Classes
sink
package storage
Definition Classes
batch
RecordBatch
RecordBatchBuilder
RecordBatcher
RecordBatchingSink
RecordBatchingSinker
RecordFormatter
RecordPartitioner
RecordStreamWriter

com.adform.streamloader.sink.batch

RecordPartitioner

trait RecordPartitioner[-R, +P] extends AnyRef

Base trait for defining a record partitioning strategy, e.g. by day or by country, etc.

R: Type of formatted records, i.e. the one being written to storage.
P: Type of the partition.

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abstract def partition(raw: StreamRecord, formatted: R): P
Gets the partition this record belongs to.
Gets the partition this record belongs to.
raw
The original un-formatted record.
formatted
The formatted record.
returns
The partition the record should be routed to.

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(Since version 9)

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RecordPartitioner

trait RecordPartitioner[-R, +P] extends AnyRef

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trait RecordPartitioner[-R, +P] extends AnyRef

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RecordPartitioner