kdudzic/ium_s449288
1
0
Fork 0
Code Issues Pull Requests Projects Releases Wiki Activity

Update 'predict_registry.py'

Browse Source
This commit is contained in:
Kacper Dudzic 2022-05-14 14:36:50 +02:00
parent 1d74959d77
commit 343f6a0576
1 changed files with 3 additions and 3 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

6
predict_registry.py
View File

@ -2,13 +2,13 @@ import mlflow
import numpy as np import numpy as np
import json import json
regsistry_path = '/mlruns/17/ /artifacts/model' # registry_path = '/mlruns/17/4a8894c60fe34adcb79108c66d7330fc/artifacts/linear-model' #
model = mlflow.pyfunc.load_model(registry_path) # model = mlflow.pyfunc.load_model(registry_path) #
with open(f'{model}/input_example.json') as f: with open(f'{registry_path}/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']) #
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)}')