ML Service
の自動機械学習からデプロイまでのチュートリアルの手順
https://docs.microsoft.com/ja-jp/azure/machine-learning/service/tutorial-auto-train-models
https://docs.microsoft.com/ja-jp/azure/machine-learning/service/tutorial-deploy-models-with-aml
について、学習データをオリジナルのものに差し替えて再現できるか試しています。
/notebooks/tutorials/03.auto-train-models.ipynb
の内容については問題なく再現でき、model.pkl を得ました。
ところが
/notebooks/tutorials/02.deploy-models.ipynb
内
Predict test data
の実行セル内で以下のエラーが発生しました。
pickleとモジュールのインポート関連の問題のようなのですが
解決方法をご存知でしたら教えてください。
ModuleNotFoundError Traceback (most recent call last)<ipython-input-6-11cf888b622f> in <module> 2 from sklearn.externals import joblib 3 ----> 4 clf = joblib.load('./model.pkl') 5 # clf = joblib.load('./sklearn_mnist_model.pkl') 6 y_hat = clf.predict(X_test) ~/anaconda3_501/lib/python3.6/site-packages/sklearn/externals/joblib/numpy_pickle.py in load(filename, mmap_mode) 576 return load_compatibility(fobj) 577 --> 578 obj = _unpickle(fobj, filename, mmap_mode) 579 580 return obj ~/anaconda3_501/lib/python3.6/site-packages/sklearn/externals/joblib/numpy_pickle.py in _unpickle(fobj, filename, mmap_mode) 506 obj = None 507 try: --> 508 obj = unpickler.load() 509 if unpickler.compat_mode: 510 warnings.warn("The file '%s' has been generated with a " ~/anaconda3_501/lib/python3.6/pickle.py in load(self) 1048 raise EOFError 1049 assert isinstance(key, bytes_types) -> 1050 dispatch[key[0]](self) 1051 except _Stop as stopinst: 1052 return stopinst.value ~/anaconda3_501/lib/python3.6/pickle.py in load_global(self) 1336 module = self.readline()[:-1].decode("utf-8") 1337 name = self.readline()[:-1].decode("utf-8") -> 1338 klass = self.find_class(module, name) 1339 self.append(klass) 1340 dispatch[GLOBAL[0]] = load_global ~/anaconda3_501/lib/python3.6/pickle.py in find_class(self, module, name) 1386 elif module in _compat_pickle.IMPORT_MAPPING: 1387 module = _compat_pickle.IMPORT_MAPPING[module] -> 1388 __import__(module, level=0) 1389 if self.proto >= 4: 1390 return _getattribute(sys.modules[module], name)[0] ModuleNotFoundError: No module named 'automl'