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[tune] Fix analysis without registered trainable #21475

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merged 3 commits into from
Jan 24, 2022

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@Yard1 Yard1 commented Jan 7, 2022

Why are these changes needed?

This PR fixes issues with loading ExperimentAnalysis from path or pickle if the trainable used in the trials is not registered. Chiefly, it ensures that the stub attribute set in load_trials_from_experiment_checkpoint doesn't get overridden by the state of the loaded trial, and that when pickling, all trials in ExperimentAnalysis are turned into stubs if they aren't already. A test has also been added.

Related issue number

Closes #21212

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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 :(

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Looks great, just have the same question as @matthewdeng

python/ray/tune/trial.py Outdated Show resolved Hide resolved
@Yard1 Yard1 requested a review from krfricke January 11, 2022 15:59
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Tests fail atm, this should fix it

python/ray/tune/trial.py Outdated Show resolved Hide resolved
@Yard1 Yard1 requested a review from krfricke January 14, 2022 17:59
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Looks good, thanks!

@krfricke krfricke merged commit 850eb88 into ray-project:master Jan 24, 2022
@Yard1 Yard1 deleted the load_experiment_without_trainable branch January 24, 2022 16:30
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[Bug][Tune] Loading ExperimentAnalysis requires Trainable to be registered.
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