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[Task]: Flink 2 Support #36947
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What needs to happen?
Flink 2 was released in March 2025.
In terms of Beam Flink Runner, one of the most relevant change is the removal of DataSet API.
We should follow
to migrate to DataStream API. This can be done for current Flink runner. We can move forward once we get rid of org.apache.flink:flink-java dependency,
Also Flink 2 dropped Java 8 support. We need to set applyJavaNature(..., requireJavaVersion: JavaVersion.VERSION_11) for BeamModulePlugin.
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Issue Priority
Priority: 2 (default / most normal work should be filed as P2)
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