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[AIR] Fix examples and tests to specify batch_format in BatchMapper #30438

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merged 2 commits into from
Nov 18, 2022

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justinvyu
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Why are these changes needed?

Followup to #30366 to update remaining tests, examples, and doc code to specify a batch format (setting it to pandas, which was the default before).

Related issue number

Closes #30431

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  • I've signed off every commit(by using the -s flag, i.e., git commit -s) in this PR.
  • 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 :(

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@amogkam amogkam left a comment

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Thanks for doing this @justinvyu!

override_prep = BatchMapper(lambda x: x)
override_prep = BatchMapper(
lambda x: x, batch_format=predict_stage_batch_format
)
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Is it possible to add a unit test for this codepath? Test preprocessing before sending to a separate GPU stage to do prediction.

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I see, I think the test was still pending and not showing up on the flaky tests earlier.

@richardliaw richardliaw merged commit 23fa7c3 into ray-project:master Nov 18, 2022
WeichenXu123 pushed a commit to WeichenXu123/ray that referenced this pull request Dec 19, 2022
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[AIR] [CI] BatchMapper needs to have batch_format set in all CI tests/examples
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