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[Datasets] Fix iter_batches dropping batches when prefetching. #18441

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clarkzinzow
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Fixes iter_batches dropping batches when prefetching. This was caused by us failing to consume the rest of the final prefetch window.

Related issue number

Closes #18266

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  • I've run scripts/format.sh to lint the changes in this PR.
  • I've included any doc changes needed for https://docs.ray.io/en/master/.
  • I've made sure the tests are passing. Note that there might be a few flaky tests, see the recent failures at https://flakey-tests.ray.io/
  • Testing Strategy
    • Unit tests
    • Release tests
    • This PR is not tested :(

@clarkzinzow clarkzinzow force-pushed the datasets/fix/iter-batches-prefetch-dropping branch from 2f4c97c to 4ea72cc Compare September 8, 2021 18:49
@ericl ericl merged commit c0ea275 into ray-project:master Sep 8, 2021
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[data] Prefetch issue for iter_batches
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