Convert formatting to use ruff instead of yapf + isort (#26247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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@@ -19,12 +19,14 @@ prompts = ["The chef prepared a delicious meal."]
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def llm():
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# pytest caches the fixture so we use weakref.proxy to
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# enable garbage collection
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llm = LLM(model=MODEL_NAME,
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max_num_batched_tokens=32768,
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tensor_parallel_size=1,
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gpu_memory_utilization=0.75,
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enforce_eager=True,
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seed=0)
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llm = LLM(
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model=MODEL_NAME,
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max_num_batched_tokens=32768,
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tensor_parallel_size=1,
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gpu_memory_utilization=0.75,
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enforce_eager=True,
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seed=0,
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)
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yield weakref.proxy(llm)
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@@ -35,21 +37,20 @@ def llm():
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@pytest.mark.skip_global_cleanup
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def test_pooling_params(llm: LLM):
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def get_outputs(normalize):
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outputs = llm.embed(prompts,
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pooling_params=PoolingParams(normalize=normalize),
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use_tqdm=False)
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outputs = llm.embed(
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prompts, pooling_params=PoolingParams(normalize=normalize), use_tqdm=False
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)
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return torch.tensor([x.outputs.embedding for x in outputs])
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default = get_outputs(normalize=None)
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w_normal = get_outputs(normalize=True)
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wo_normal = get_outputs(normalize=False)
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assert torch.allclose(default, w_normal,
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atol=1e-2), "Default should use normal."
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assert not torch.allclose(w_normal, wo_normal,
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atol=1e-2), "wo_normal should not use normal."
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assert torch.allclose(
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w_normal, F.normalize(wo_normal, p=2, dim=-1),
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atol=1e-2), "w_normal should be close to normal(wo_normal)."
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assert torch.allclose(default, w_normal, atol=1e-2), "Default should use normal."
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assert not torch.allclose(w_normal, wo_normal, atol=1e-2), (
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"wo_normal should not use normal."
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)
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assert torch.allclose(w_normal, F.normalize(wo_normal, p=2, dim=-1), atol=1e-2), (
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"w_normal should be close to normal(wo_normal)."
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)
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