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Jira
serverASF JIRA
serverId5aa69414-a9e9-3523-82ec-879b028fb15b
keyFLINK-27919

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Release1.17


Motivation

FLIP-27 sources are non-trivial to implement. At the same time, it is frequently required to generate arbitrary events with a "mock" source. Such requirement arises both for Flink users, in the scope of demo/PoC projects, and for Flink developers when writing tests. The go-to solution for these purposes so far was using pre-FLIP-27 APIs and implementing data generators as SourceFunctions
While the new FLIP-27 Source interface introduces important additional functionality, it comes with significant complexity that presents a hurdle for Flink users for implementing drop-in replacements of the SourceFunction-based data generators.  Meanwhile, SourceFunction is effectively superseded by the Source interface and needs to be eventually deprecated. To fill this gap, this FLIP proposes the introduction of a generic data generator source based on the FLIP-27 API. 

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Code Block
languagejava
titleRateLimitedSourceReader
package org.apache.flink.api.connector.source.lib.util;

@Experimental
public class RateLimitedSourceReader<E, SplitT extends SourceSplit>
        implements SourceReader<E, SplitT> {

    private final SourceReader<E, SplitT> sourceReader;
    private final RateLimiter rateLimiter;

    public RateLimitedSourceReader(SourceReader<E, SplitT> sourceReader, RateLimiter rateLimiter) {
        this.sourceReader = sourceReader;
        this.rateLimiter = rateLimiter;
    }

    @Override
    public void start() {
        sourceReader.start();
    }

    @Override
    public InputStatus pollNext(ReaderOutput<E> output) throws Exception {
        rateLimiter.acquire();
        return sourceReader.pollNext(output);
    }
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}

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  • Unit tests will be added to verify the behavior of Source's Splits in relation to the SourceReader
  • Integration tests will be added to verify correct functioning with different levels of parallelism

POC Branch:

https://github.com/apache/flink/compare/master...afedulov:flink:FLINK-27919-generator-source

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