Working with Pravega: StreamCuts¶
This section describes
StreamCuts and its usage with streaming clients and batch clients.
Familiarity with Pravega Concepts.
A Pravega stream is formed by one or multiple parallel segments for storing/reading events. A Pravega stream
is elastic, as it handles the changes in the number of parallel segments along time to accommodate
fluctuating workloads. A
StreamCut represents a consistent position in the stream. It contains
a set of segments and offset pairs for a single stream which represents the complete keyspace at a given
point in time. The offset always points to the event boundary and hence there will be no offset pointing to
an incomplete event.
StreamCut representing the tail of the stream (with the newest event) is an ever changing one since
events can be continuously added to the stream and the
StreamCut pointing to the tail of the stream with
newer events would have a different value. Similarly the
StreamCut representing the head of the
stream (with the oldest event) is an ever changing one as the stream retention policy could truncate the stream
StreamCut pointing to the head of the stream post truncation would have a different value.
StreamCut.UNBOUNDED is used to represent such a position in the stream and the user can use it to
specify this ever changing stream position (both head and tail of the stream).
It should be noted that
StreamCuts obtained using the streaming client and batch client can be used
StreamCut with Reader¶
A ReaderGroup is a named collection of Readers that together, in parallel, read Events from a given Stream. Every
Reader is always associated with a ReaderGroup.
StreamCut(s) can be obtained from a ReaderGroup using the
io.pravega.client.stream.ReaderGroup.getStreamCuts. This API returns a
Map<Stream, StreamCut> which represents the last known position of the Readers for all the streams managed by the ReaderGroup.
StreamCut can be used to configure a ReaderGroup to enable bounded processing of a Stream. The start
StreamCut of a Stream can be passed as part of the ReaderGroup configuration. The below example
shows the different ways to use
StreamCuts as part of the ReaderGroup configuration.
/* * The below ReaderGroup configuration ensures that the readers belonging to * the ReaderGroup read events from * - Stream "s1" from startStreamCut1 (representing the oldest event) upto endStreamCut1 (representing the newest event) * - Stream "s2" from startStreamCut2 upto the tail of the stream, this is similar to using StreamCut.UNBOUNDED * for endStreamCut. * - Stream "s3" from the current head of the stream upto endStreamCut2 * - Stream "s4" from the current head of the stream upto the tail of the stream. */ ReaderGroupConfig.builder() .stream("scope/s1", startStreamCut1, endStreamCut1) .stream("scope/s2", startStreamCut2) .stream("scope/s3", StreamCut.UNBOUNDED, endStreamCut2) .stream("scope/s4") .build();
The below API can be used to reset an existing ReaderGroup with a new ReaderGroup configuration instead creating a ReaderGroup.
/* * ReaderGroup API used to reset a ReaderGroup to a newer ReaderGroup configuration. */ io.pravega.client.stream.ReaderGroup.resetReaderGroup(ReaderGroupConfig config)
StreamCut with BatchClient¶
StreamCut representing the current head and current tail of a stream can be obtained using below BatchClient API.
/* * The API io.pravega.client.batch.BatchClient.getStreamInfo(Stream stream) fetches the StreamCut representing the * current head and tail of the stream. StreamInfo.getHeadStreamCut() and StreamInfo.getTailStreamCut() can be * used to fetch the StreamCuts. */ CompletableFuture<StreamInfo> getStreamInfo(Stream stream);
StreamCuts. BatchClient API
io.pravega.client.batch.BatchClient.getSegments(stream, startStreamCut, endStreamCut)is used to fetch segments which reside between the given
endStreamCut. With the retrieved segment information, the user can consume all the events in parallel without adhering to time ordering of events.
It must be noted that passing
endStreamCut will result in using the current head of stream and the current tail of the stream, respectively.
We have provided a simple yet illustrative example of using StreamCut here.