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fix: dramatically reduce checkpoint memory consumption (#2956) #7602

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fix: dramatically reduce checkpoint memory consumption (#2956)

fix: dramatically reduce checkpoint memory consumption (#2956) #7602

Run time

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Job Run time
lint
1m 43s
Running with Python 3.8
3m 13s
Python Build (Python 3.10 PyArrow latest)
4m 42s
Python Build (Python 3.8 PyArrow 16.0.0)
11m 56s
Running with Python 3.9
3m 25s
Running with Python 3.10
3m 16s
Running with Python 3.11
3m 21s
PySpark Integration Tests
4m 44s
Running with Python 3.12
3m 4s
39m 24s