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feat: make quickstart batchable #3172

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merged 3 commits into from Nov 2, 2022
Merged

feat: make quickstart batchable #3172

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99286e7
make quickstart batchable
sauyon Nov 1, 2022
2a7bf26
format
sauyon Nov 2, 2022
4eab9cc
fix: format
aarnphm Nov 2, 2022
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4 changes: 3 additions & 1 deletion examples/quickstart/service.py
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Expand Up @@ -9,7 +9,9 @@


@svc.api(
input=NumpyNdarray.from_sample(np.array([[4.9, 3.0, 1.4, 0.2]], dtype=np.double)),
input=NumpyNdarray.from_sample(
np.array([[4.9, 3.0, 1.4, 0.2]], dtype=np.double), enforce_shape=False
),
output=NumpyNdarray(),
)
async def classify(input_series: np.ndarray) -> np.ndarray:
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4 changes: 3 additions & 1 deletion examples/quickstart/train.py
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Expand Up @@ -18,5 +18,7 @@
clf.fit(X, y)

# Save model to BentoML local model store
saved_model = bentoml.sklearn.save_model("iris_clf", clf)
saved_model = bentoml.sklearn.save_model(
"iris_clf", clf, signatures={"predict": {"batchable": True, "batch_dim": 0}}
)
print(f"Model saved: {saved_model}")