Ray Train test_jax_trainer::test_minimal_multihost Flaky Test Fix#56548
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matthewdeng merged 6 commits intoray-project:masterfrom Sep 22, 2025
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Ray Train test_jax_trainer::test_minimal_multihost Flaky Test Fix#56548matthewdeng merged 6 commits intoray-project:masterfrom
matthewdeng merged 6 commits intoray-project:masterfrom
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Signed-off-by: JasonLi1909 <jasli1909@gmail.com>
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This pull request aims to fix a flaky test, test_jax_trainer.py::test_minimal_multihost, by moving the worker_runtime_env from the RunConfig of the JaxTrainer to the runtime_env of ray.init in the test fixtures. This change is sound, but I've found a critical issue in the implementation for the multi-host test fixture where runtime_env is incorrectly defined as a tuple instead of a dictionary. I've also included a suggestion to reduce code duplication for better maintainability.
Signed-off-by: JasonLi1909 <jasli1909@gmail.com>
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liulehui
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Sep 24, 2025
…y-project#56548) A fix that addresses the failing flaky test `test_jax_trainer.py::test_minimal_multihost`. https://buildkite.com/ray-project/postmerge/builds/12941#01993f89-cc62-4e31-8de2-8b18f81ac177 Issue: The `test_minimal_multihost` introduces a race condition by attempting to initialize a virtualenv directory twice at the same directory path during worker runtime environment setup. This test would not fail in a true multi-host environment, but the tests simulate a multi-host environment on a singular device. This might be a ray core issue resulting in errors on runtime _env, but this PR will at least unblock the test so it is no longer flaky. Fix: Move `worker_runtime_env` to the job level so that the `pip install jax` only happens once --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: zac <zac@anyscale.com>
elliot-barn
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…6548) A fix that addresses the failing flaky test `test_jax_trainer.py::test_minimal_multihost`. https://buildkite.com/ray-project/postmerge/builds/12941#01993f89-cc62-4e31-8de2-8b18f81ac177 Issue: The `test_minimal_multihost` introduces a race condition by attempting to initialize a virtualenv directory twice at the same directory path during worker runtime environment setup. This test would not fail in a true multi-host environment, but the tests simulate a multi-host environment on a singular device. This might be a ray core issue resulting in errors on runtime _env, but this PR will at least unblock the test so it is no longer flaky. Fix: Move `worker_runtime_env` to the job level so that the `pip install jax` only happens once --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: elliot-barn <elliot.barnwell@anyscale.com>
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…y-project#56548) A fix that addresses the failing flaky test `test_jax_trainer.py::test_minimal_multihost`. https://buildkite.com/ray-project/postmerge/builds/12941#01993f89-cc62-4e31-8de2-8b18f81ac177 Issue: The `test_minimal_multihost` introduces a race condition by attempting to initialize a virtualenv directory twice at the same directory path during worker runtime environment setup. This test would not fail in a true multi-host environment, but the tests simulate a multi-host environment on a singular device. This might be a ray core issue resulting in errors on runtime _env, but this PR will at least unblock the test so it is no longer flaky. Fix: Move `worker_runtime_env` to the job level so that the `pip install jax` only happens once --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: Marco Stephan <marco@magic.dev>
elliot-barn
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…6548) A fix that addresses the failing flaky test `test_jax_trainer.py::test_minimal_multihost`. https://buildkite.com/ray-project/postmerge/builds/12941#01993f89-cc62-4e31-8de2-8b18f81ac177 Issue: The `test_minimal_multihost` introduces a race condition by attempting to initialize a virtualenv directory twice at the same directory path during worker runtime environment setup. This test would not fail in a true multi-host environment, but the tests simulate a multi-host environment on a singular device. This might be a ray core issue resulting in errors on runtime _env, but this PR will at least unblock the test so it is no longer flaky. Fix: Move `worker_runtime_env` to the job level so that the `pip install jax` only happens once --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: elliot-barn <elliot.barnwell@anyscale.com>
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Revisiting #56548 as test continues to be flaky on CI **Solution**: The previous attempt to deflake this test still used a `pip install jax` via the `ray.init` runtime_env args. Hence, the pip install related error persisted. This PR instead adds `jax` and `jaxlib` as a dependency of CI train tests, avoiding the need to `pip install jax` via the runtime_env. --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: Jason Li <57246540+JasonLi1909@users.noreply.github.com>
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Oct 6, 2025
…y-project#56548) A fix that addresses the failing flaky test `test_jax_trainer.py::test_minimal_multihost`. https://buildkite.com/ray-project/postmerge/builds/12941#01993f89-cc62-4e31-8de2-8b18f81ac177 Issue: The `test_minimal_multihost` introduces a race condition by attempting to initialize a virtualenv directory twice at the same directory path during worker runtime environment setup. This test would not fail in a true multi-host environment, but the tests simulate a multi-host environment on a singular device. This might be a ray core issue resulting in errors on runtime _env, but this PR will at least unblock the test so it is no longer flaky. Fix: Move `worker_runtime_env` to the job level so that the `pip install jax` only happens once --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: Douglas Strodtman <douglas@anyscale.com>
dstrodtman
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Revisiting ray-project#56548 as test continues to be flaky on CI **Solution**: The previous attempt to deflake this test still used a `pip install jax` via the `ray.init` runtime_env args. Hence, the pip install related error persisted. This PR instead adds `jax` and `jaxlib` as a dependency of CI train tests, avoiding the need to `pip install jax` via the runtime_env. --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: Jason Li <57246540+JasonLi1909@users.noreply.github.com> Signed-off-by: Douglas Strodtman <douglas@anyscale.com>
eicherseiji
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Oct 6, 2025
Revisiting ray-project#56548 as test continues to be flaky on CI **Solution**: The previous attempt to deflake this test still used a `pip install jax` via the `ray.init` runtime_env args. Hence, the pip install related error persisted. This PR instead adds `jax` and `jaxlib` as a dependency of CI train tests, avoiding the need to `pip install jax` via the runtime_env. --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: Jason Li <57246540+JasonLi1909@users.noreply.github.com> Signed-off-by: Seiji Eicher <seiji@anyscale.com>
eicherseiji
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Revisiting ray-project#56548 as test continues to be flaky on CI **Solution**: The previous attempt to deflake this test still used a `pip install jax` via the `ray.init` runtime_env args. Hence, the pip install related error persisted. This PR instead adds `jax` and `jaxlib` as a dependency of CI train tests, avoiding the need to `pip install jax` via the runtime_env. --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: Jason Li <57246540+JasonLi1909@users.noreply.github.com>
eicherseiji
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Oct 6, 2025
Revisiting ray-project#56548 as test continues to be flaky on CI **Solution**: The previous attempt to deflake this test still used a `pip install jax` via the `ray.init` runtime_env args. Hence, the pip install related error persisted. This PR instead adds `jax` and `jaxlib` as a dependency of CI train tests, avoiding the need to `pip install jax` via the runtime_env. --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: Jason Li <57246540+JasonLi1909@users.noreply.github.com>
eicherseiji
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Revisiting ray-project#56548 as test continues to be flaky on CI **Solution**: The previous attempt to deflake this test still used a `pip install jax` via the `ray.init` runtime_env args. Hence, the pip install related error persisted. This PR instead adds `jax` and `jaxlib` as a dependency of CI train tests, avoiding the need to `pip install jax` via the runtime_env. --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: Jason Li <57246540+JasonLi1909@users.noreply.github.com>
eicherseiji
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Revisiting ray-project#56548 as test continues to be flaky on CI **Solution**: The previous attempt to deflake this test still used a `pip install jax` via the `ray.init` runtime_env args. Hence, the pip install related error persisted. This PR instead adds `jax` and `jaxlib` as a dependency of CI train tests, avoiding the need to `pip install jax` via the runtime_env. --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: Jason Li <57246540+JasonLi1909@users.noreply.github.com>
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Revisiting ray-project#56548 as test continues to be flaky on CI **Solution**: The previous attempt to deflake this test still used a `pip install jax` via the `ray.init` runtime_env args. Hence, the pip install related error persisted. This PR instead adds `jax` and `jaxlib` as a dependency of CI train tests, avoiding the need to `pip install jax` via the runtime_env. --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: Jason Li <57246540+JasonLi1909@users.noreply.github.com>
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Revisiting ray-project#56548 as test continues to be flaky on CI **Solution**: The previous attempt to deflake this test still used a `pip install jax` via the `ray.init` runtime_env args. Hence, the pip install related error persisted. This PR instead adds `jax` and `jaxlib` as a dependency of CI train tests, avoiding the need to `pip install jax` via the runtime_env. --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: Jason Li <57246540+JasonLi1909@users.noreply.github.com> Signed-off-by: Josh Kodi <joshkodi@gmail.com>
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…y-project#56548) A fix that addresses the failing flaky test `test_jax_trainer.py::test_minimal_multihost`. https://buildkite.com/ray-project/postmerge/builds/12941#01993f89-cc62-4e31-8de2-8b18f81ac177 Issue: The `test_minimal_multihost` introduces a race condition by attempting to initialize a virtualenv directory twice at the same directory path during worker runtime environment setup. This test would not fail in a true multi-host environment, but the tests simulate a multi-host environment on a singular device. This might be a ray core issue resulting in errors on runtime _env, but this PR will at least unblock the test so it is no longer flaky. Fix: Move `worker_runtime_env` to the job level so that the `pip install jax` only happens once --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com>
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Revisiting ray-project#56548 as test continues to be flaky on CI **Solution**: The previous attempt to deflake this test still used a `pip install jax` via the `ray.init` runtime_env args. Hence, the pip install related error persisted. This PR instead adds `jax` and `jaxlib` as a dependency of CI train tests, avoiding the need to `pip install jax` via the runtime_env. --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: Jason Li <57246540+JasonLi1909@users.noreply.github.com>
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…y-project#56548) A fix that addresses the failing flaky test `test_jax_trainer.py::test_minimal_multihost`. https://buildkite.com/ray-project/postmerge/builds/12941#01993f89-cc62-4e31-8de2-8b18f81ac177 Issue: The `test_minimal_multihost` introduces a race condition by attempting to initialize a virtualenv directory twice at the same directory path during worker runtime environment setup. This test would not fail in a true multi-host environment, but the tests simulate a multi-host environment on a singular device. This might be a ray core issue resulting in errors on runtime _env, but this PR will at least unblock the test so it is no longer flaky. Fix: Move `worker_runtime_env` to the job level so that the `pip install jax` only happens once --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com>
landscapepainter
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Revisiting ray-project#56548 as test continues to be flaky on CI **Solution**: The previous attempt to deflake this test still used a `pip install jax` via the `ray.init` runtime_env args. Hence, the pip install related error persisted. This PR instead adds `jax` and `jaxlib` as a dependency of CI train tests, avoiding the need to `pip install jax` via the runtime_env. --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: Jason Li <57246540+JasonLi1909@users.noreply.github.com>
Aydin-ab
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Revisiting ray-project#56548 as test continues to be flaky on CI **Solution**: The previous attempt to deflake this test still used a `pip install jax` via the `ray.init` runtime_env args. Hence, the pip install related error persisted. This PR instead adds `jax` and `jaxlib` as a dependency of CI train tests, avoiding the need to `pip install jax` via the runtime_env. --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: Jason Li <57246540+JasonLi1909@users.noreply.github.com> Signed-off-by: Aydin Abiar <aydin@anyscale.com>
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…y-project#56548) A fix that addresses the failing flaky test `test_jax_trainer.py::test_minimal_multihost`. https://buildkite.com/ray-project/postmerge/builds/12941#01993f89-cc62-4e31-8de2-8b18f81ac177 Issue: The `test_minimal_multihost` introduces a race condition by attempting to initialize a virtualenv directory twice at the same directory path during worker runtime environment setup. This test would not fail in a true multi-host environment, but the tests simulate a multi-host environment on a singular device. This might be a ray core issue resulting in errors on runtime _env, but this PR will at least unblock the test so it is no longer flaky. Fix: Move `worker_runtime_env` to the job level so that the `pip install jax` only happens once --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: Future-Outlier <eric901201@gmail.com>
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Revisiting ray-project#56548 as test continues to be flaky on CI **Solution**: The previous attempt to deflake this test still used a `pip install jax` via the `ray.init` runtime_env args. Hence, the pip install related error persisted. This PR instead adds `jax` and `jaxlib` as a dependency of CI train tests, avoiding the need to `pip install jax` via the runtime_env. --------- Signed-off-by: JasonLi1909 <jasli1909@gmail.com> Signed-off-by: Jason Li <57246540+JasonLi1909@users.noreply.github.com> Signed-off-by: Future-Outlier <eric901201@gmail.com>
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A fix that addresses the failing flaky test
test_jax_trainer.py::test_minimal_multihost.https://buildkite.com/ray-project/postmerge/builds/12941#01993f89-cc62-4e31-8de2-8b18f81ac177
Issue:
The
test_minimal_multihostintroduces a race condition by attempting to initialize a virtualenv directory twice at the same directory path during worker runtime environment setup. This test would not fail in a true multi-host environment, but the tests simulate a multi-host environment on a singular device. This might be a ray core issue resulting in errors on runtime _env, but this PR will at least unblock the test so it is no longer flaky.Fix:
Move
worker_runtime_envto the job level so that thepip install jaxonly happens once