wehub-resource-sync
51 lines
1.4 KiB
Python
51 lines
1.4 KiB
Python
import sys
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import pytest
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import ray
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import ray._common.usage.usage_lib as ray_usage_lib
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from ray._common.test_utils import TelemetryCallsite, check_library_usage_telemetry
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from ray.train.data_parallel_trainer import DataParallelTrainer
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@pytest.fixture
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def reset_usage_lib():
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yield
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ray.shutdown()
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ray_usage_lib.reset_global_state()
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@pytest.mark.parametrize("callsite", list(TelemetryCallsite))
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def test_not_used_on_import(reset_usage_lib, callsite: TelemetryCallsite):
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def _import_ray_train():
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from ray import train # noqa: F401
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check_library_usage_telemetry(
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_import_ray_train, callsite=callsite, expected_library_usages=[set(), {"core"}]
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)
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@pytest.mark.parametrize("callsite", list(TelemetryCallsite))
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def test_used_on_train_fit(reset_usage_lib, callsite: TelemetryCallsite):
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def _call_train_fit():
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def train_fn():
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pass
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trainer = DataParallelTrainer(train_fn)
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trainer.fit()
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check_library_usage_telemetry(
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_call_train_fit,
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callsite=callsite,
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expected_library_usages=[{"train", "tune"}, {"core", "train", "tune"}],
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expected_extra_usage_tags={
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"air_entrypoint": "Trainer.fit",
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"air_storage_configuration": "local",
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"air_trainer": "Custom",
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},
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)
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if __name__ == "__main__":
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sys.exit(pytest.main(["-v", "-s", __file__]))
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