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The exact meaning of checkpoints - how does it work when transactions were committed?

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i can not wrap my finger behind the checkpoint functionality.

When reading my course material it says it will start from the last point of failure.

But I wondered when for instance 20000 transactions ran through the total package, and 20001 will give a deadly error within a component, what would happen to the package? are these previous 20000 rolled back? does it mean you always need to run at the highest transaction level?

Thank you in advance


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