Dian Fu created FLINK-22913:
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Summary: Support Python UDF chaining in Python DataStream API
Key: FLINK-22913
URL:
https://issues.apache.org/jira/browse/FLINK-22913 Project: Flink
Issue Type: Improvement
Components: API / Python
Reporter: Dian Fu
Fix For: 1.14.0
Currently, for the following job:
{code}
ds = ..
ds.map(map_func1)
.map(map_func2)
{code}
The Python function `map_func1` and `map_func2` will runs in separate Python workers and the result of `map_func1` will be transferred to JVM and then transferred to `map_func2` which may resides in another Python worker. This introduces redundant communication and serialization/deserialization overhead.
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