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Update 'predict_artifact.py'

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Kacper Dudzic 2022-05-14 15:24:56 +02:00
parent c235cf56ff
commit 657d00fda3
1 changed files with 4 additions and 7 deletions
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predict_artifact.py
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@ -2,16 +2,13 @@ import mlflow
import numpy as np import numpy as np
import json import json
artifact_path = 'mlruns/1//artifacts/model' # artifact_path = 'mlruns/1/169f2bf3d53f4de088c494e889c6e65a/artifacts/model'
model = mlflow.pyfunc.load_model(artifact_path) # model = mlflow.pyfunc.load_model(artifact_path)
with open(f'{model}/input_example.json') as f: with open(f'input_example.json') as f:
input_example_data = json.load(f) input_example_data = json.load(f)
input_example = np.array() # input_example = np.array(input_example_data['inputs']).reshape(-1, 8)
print(f'Input example: {input_example}') print(f'Input example: {input_example}')
print(f'Model prediction: {model.predict(input_example)}') print(f'Model prediction: {model.predict(input_example)}')