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Commit ·
32e8d39
1
Parent(s): d284c14
Update model api
Browse files
app.py
CHANGED
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@@ -4,9 +4,8 @@ import numpy as np
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import pickle
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from huggingface_hub import hf_hub_download
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app = FastAPI()
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# Download your model pickle from the Hub on startup
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model_path = hf_hub_download(repo_id="
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with open(model_path, "rb") as f:
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model = pickle.load(f)
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@@ -14,7 +13,7 @@ with open(model_path, "rb") as f:
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class InputData(BaseModel):
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X: list
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@app.post("/
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def predict(data: InputData):
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X = np.array(data.X)
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effect = model.effect(X).tolist()
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import pickle
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from huggingface_hub import hf_hub_download
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# Download your model pickle from the Hub on startup
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model_path = hf_hub_download(repo_id="Projects-by-IF/causal-model", filename="trained_causal_model_v2.pkl")
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with open(model_path, "rb") as f:
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model = pickle.load(f)
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class InputData(BaseModel):
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X: list
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@app.post("/model-effect")
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def predict(data: InputData):
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X = np.array(data.X)
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effect = model.effect(X).tolist()
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