35 lines
1.1 KiB
Docker
35 lines
1.1 KiB
Docker
# Licensed under the Apache License, Version 2.0 (the "License");
|
|
# you may not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
#
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
#
|
|
# Unless required by applicable law or agreed to in writing, software
|
|
# distributed under the License 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 ubuntu:16.04
|
|
|
|
RUN apt-get update -y && apt-get install --no-install-recommends -y -q ca-certificates python-dev python-setuptools wget unzip
|
|
|
|
RUN easy_install pip
|
|
|
|
RUN pip install boto3==1.9.169 sagemaker pathlib2 pyyaml==3.12
|
|
|
|
COPY hyperparameter_tuning/src/hyperparameter_tuning.py .
|
|
COPY train/src/train.py .
|
|
COPY deploy/src/deploy.py .
|
|
COPY model/src/create_model.py .
|
|
COPY batch_transform/src/batch_transform.py .
|
|
COPY workteam/workteam.py .
|
|
COPY ground_truth/ground_truth.py .
|
|
|
|
COPY common /app/common/
|
|
|
|
ENV PYTHONPATH /app
|
|
|
|
ENTRYPOINT [ "bash" ]
|