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[data/preprocessors] feat: allow encoders to be used in append mode #50324

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Why are these changes needed?

This is part of #48133. Continuing the approach taken in #49426, make all the encoders work in append mode

Related issue number

#49426

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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 added any new APIs to the API Reference. For example, if I added a
      method in Tune, I've added it in doc/source/tune/api/ under the
      corresponding .rst file.
  • 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 :(

@martinbomio martinbomio requested a review from a team as a code owner February 7, 2025 21:35
@martinbomio martinbomio force-pushed the martinbomio/encoder-append-mode branch from a65073d to 28b7564 Compare February 7, 2025 22:46
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cc @richardliaw

@martinbomio martinbomio force-pushed the martinbomio/encoder-append-mode branch from 28b7564 to 4388dcd Compare February 8, 2025 00:25
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