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Update app.py
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app.py
CHANGED
@@ -12,22 +12,18 @@ from functions import *
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project = hopsworks.login()
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fs = project.get_feature_store()
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feature_view = fs.get_feature_view(
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name = 'air_quality_aqi_fv',
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version = 1
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)
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start_date = datetime.now() - timedelta(days=1)
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start_time = int(start_date.timestamp()) * 1000
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X =
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X = X.drop(columns=["date"]).fillna(0)
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mr = project.get_model_registry()
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model = mr.get_model("gradient_boost_paris_model", version=1)
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model_dir = model.download()
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project = hopsworks.login()
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start_date = datetime.now() - timedelta(days=1)
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start_time = int(start_date.timestamp()) * 1000
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X = pd.read_csv('x.csv')
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X = X.drop(columns=["date"]).fillna(0)
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X=X.drop(df.columns[0],axis=1)
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print(gb.predict(df)[:7])
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mr = project.get_model_registry()
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model = mr.get_model("gradient_boost_paris_model", version=1)
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model_dir = model.download()
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