update samples from Release-93 as a part of SDK release

This commit is contained in:
amlrelsa-ms
2021-03-24 16:45:36 +00:00
parent 54a065c698
commit 8b32e8d5ad
46 changed files with 2981 additions and 1505 deletions

View File

@@ -0,0 +1,21 @@
import json
import numpy as np
import os
import joblib
def init():
global model
# AZUREML_MODEL_DIR is an environment variable created during deployment.
# It is the path to the model folder (./azureml-models/$MODEL_NAME/$VERSION)
# For multiple models, it points to the folder containing all deployed models (./azureml-models)
model_path = os.path.join(os.getenv("AZUREML_MODEL_DIR"), "sklearn_mnist_model.pkl")
model = joblib.load(model_path)
def run(raw_data):
data = np.array(json.loads(raw_data)["data"])
# make prediction
y_hat = model.predict(data)
# you can return any data type as long as it is JSON-serializable
return y_hat.tolist()