Revert "Updated notebook folders"

This reverts commit 06728004b6.
This commit is contained in:
rastala
2018-11-20 10:39:48 -05:00
parent d7127de03c
commit d10b1fa796
114 changed files with 28854 additions and 65033 deletions

View File

@@ -0,0 +1,29 @@
import pickle
import json
import numpy as np
from sklearn.externals import joblib
from sklearn.linear_model import Ridge
from azureml.core.model import Model
def init():
global model
# note here "best_model" is the name of the model registered under the workspace
# this call should return the path to the model.pkl file on the local disk.
model_path = Model.get_model_path(model_name='best_model')
# deserialize the model file back into a sklearn model
model = joblib.load(model_path)
# note you can pass in multiple rows for scoring
def run(raw_data):
try:
data = json.loads(raw_data)['data']
data = np.array(data)
result = model.predict(data)
# you can return any data type as long as it is JSON-serializable
return result.tolist()
except Exception as e:
result = str(e)
return result