Add absolute import checking

.flake8

@@ -0,0 +1,3 @@
+[flake8]
+application_import_names = sagemaker, tests
+import-order-style = google

CHANGELOG.rst

@@ -7,6 +7,7 @@ CHANGELOG
 ========
 
 * bug-fix: Change module names to string type in __all__
+* bug-fix: tensorflow-serving-api: SageMaker does not conflict with tensorflow-serving-api module version
 * feature: Local Mode: add support for local training data using file://
 
 1.2.4

doc/conf.py

@@ -1,4 +1,17 @@
-# -*- coding: utf-8 -*-
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License"). You
+# may not use this file except in compliance with the License. A copy of
+# the License is located at
+#
+#     http://aws.amazon.com/apache2.0/
+#
+# or in the "license" file accompanying this file. This file is
+# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
+# ANY KIND, either express or implied. See the License for the specific
+# language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 import os
 import sys
 from datetime import datetime

setup.py

@@ -1,7 +1,19 @@
-import os
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License"). You
+# may not use this file except in compliance with the License. A copy of
+# the License is located at
+#
+#     http://aws.amazon.com/apache2.0/
+#
+# or in the "license" file accompanying this file. This file is
+# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
+# ANY KIND, either express or implied. See the License for the specific
+# language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 from glob import glob
-from os.path import basename
-from os.path import splitext
+import os
 
 from setuptools import setup, find_packages
 
@@ -15,7 +27,7 @@ def read(fname):
       description="Open source library for training and deploying models on Amazon SageMaker.",
       packages=find_packages('src'),
       package_dir={'': 'src'},
-      py_modules=[splitext(basename(path))[0] for path in glob('src/*.py')],
+      py_modules=[os.splitext(os.basename(path))[0] for path in glob('src/*.py')],
       long_description=read('README.rst'),
       author="Amazon Web Services",
       url='https://github.com/aws/sagemaker-python-sdk/',

src/sagemaker/__init__.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of

src/sagemaker/amazon/__init__.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of

src/sagemaker/amazon/amazon_estimator.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 import json
 import logging
 import tempfile

src/sagemaker/amazon/common.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 import io
 import struct
 import sys

src/sagemaker/amazon/factorization_machines.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 from sagemaker.amazon.amazon_estimator import AmazonAlgorithmEstimatorBase, registry
 from sagemaker.amazon.common import numpy_to_record_serializer, record_deserializer
 from sagemaker.amazon.hyperparameter import Hyperparameter as hp  # noqa

src/sagemaker/amazon/hyperparameter.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,7 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
 
 
 class Hyperparameter(object):

src/sagemaker/amazon/kmeans.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 from sagemaker.amazon.amazon_estimator import AmazonAlgorithmEstimatorBase, registry
 from sagemaker.amazon.common import numpy_to_record_serializer, record_deserializer
 from sagemaker.amazon.hyperparameter import Hyperparameter as hp  # noqa

src/sagemaker/amazon/lda.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 from sagemaker.amazon.amazon_estimator import AmazonAlgorithmEstimatorBase, registry
 from sagemaker.amazon.common import numpy_to_record_serializer, record_deserializer
 from sagemaker.amazon.hyperparameter import Hyperparameter as hp  # noqa

src/sagemaker/amazon/linear_learner.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 from sagemaker.amazon.amazon_estimator import AmazonAlgorithmEstimatorBase, registry
 from sagemaker.amazon.common import numpy_to_record_serializer, record_deserializer
 from sagemaker.amazon.hyperparameter import Hyperparameter as hp  # noqa

src/sagemaker/amazon/ntm.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 from sagemaker.amazon.amazon_estimator import AmazonAlgorithmEstimatorBase, registry
 from sagemaker.amazon.common import numpy_to_record_serializer, record_deserializer
 from sagemaker.amazon.hyperparameter import Hyperparameter as hp  # noqa

src/sagemaker/amazon/pca.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 from sagemaker.amazon.amazon_estimator import AmazonAlgorithmEstimatorBase, registry
 from sagemaker.amazon.common import numpy_to_record_serializer, record_deserializer
 from sagemaker.amazon.hyperparameter import Hyperparameter as hp  # noqa

src/sagemaker/amazon/randomcutforest.py

@@ -1,4 +1,4 @@
-# Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 from sagemaker.amazon.amazon_estimator import AmazonAlgorithmEstimatorBase, registry
 from sagemaker.amazon.common import numpy_to_record_serializer, record_deserializer
 from sagemaker.amazon.hyperparameter import Hyperparameter as hp  # noqa

src/sagemaker/amazon/validation.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,7 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
 
 
 def gt(minimum):

src/sagemaker/cli/__init__.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of

src/sagemaker/cli/common.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of

src/sagemaker/cli/main.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of

src/sagemaker/cli/mxnet.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 from sagemaker.cli.common import HostCommand, TrainCommand
 
 

src/sagemaker/cli/tensorflow.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 from sagemaker.cli.common import HostCommand, TrainCommand
 
 

src/sagemaker/content_types.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 CONTENT_TYPE_JSON = 'application/json'
 CONTENT_TYPE_CSV = 'text/csv'
 CONTENT_TYPE_OCTET_STREAM = 'application/octet-stream'

src/sagemaker/estimator.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of

src/sagemaker/fw_utils.py

@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 import os
 import re
 import tarfile

src/sagemaker/local/__init__.py

@@ -1,4 +1,4 @@
-# Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 from .local_session import (file_input, LocalSession, LocalSagemakerRuntimeClient,
                             LocalSagemakerClient)
 

src/sagemaker/local/image.py

@@ -1,4 +1,4 @@
-# Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 import base64
 import errno
 import json

src/sagemaker/local/local_session.py

@@ -1,4 +1,4 @@
-# Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 import datetime
 import logging
 import platform

src/sagemaker/logs.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 import collections
 import functools
 import os

src/sagemaker/model.py

@@ -1,4 +1,4 @@
-# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"). You
 # may not use this file except in compliance with the License. A copy of
@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 import logging
 
 import sagemaker

src/sagemaker/mxnet/__init__.py

@@ -10,6 +10,8 @@
 # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
+from __future__ import absolute_import
+
 from sagemaker.mxnet.estimator import MXNet
 from sagemaker.mxnet.model import MXNetModel, MXNetPredictor