109 lines
3.8 KiB
Docker
109 lines
3.8 KiB
Docker
# Copyright 2018 The Kubeflow Authors
|
|
#
|
|
# 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 ml-pipeline-dataflow-base
|
|
|
|
RUN apt-get update -y && \
|
|
apt-get install --no-install-recommends -y -q build-essential && \
|
|
pip install absl-py==0.3.0 \
|
|
apache-beam==2.9.0 \
|
|
astor==0.7.1 \
|
|
avro==1.8.2 \
|
|
backports.shutil-get-terminal-size==1.0.0 \
|
|
backports.weakref==1.0.post1 \
|
|
bleach==1.5.0 \
|
|
cachetools==2.1.0 \
|
|
certifi==2018.4.16 \
|
|
chardet==3.0.4 \
|
|
crcmod==1.7 \
|
|
decorator==4.3.2 \
|
|
dill==0.2.6 \
|
|
docopt==0.6.2 \
|
|
enum34==1.1.6 \
|
|
fastavro==0.21.17 \
|
|
fasteners==0.14.1 \
|
|
funcsigs==1.0.2 \
|
|
future==0.16.0 \
|
|
futures==3.2.0 \
|
|
gapic-google-cloud-pubsub-v1==0.15.4 \
|
|
gast==0.2.0 \
|
|
google-api-core==1.7.0 \
|
|
google-apitools==0.5.24 \
|
|
google-auth==1.5.1 \
|
|
google-auth-httplib2==0.0.3 \
|
|
google-cloud-bigquery==1.6.1 \
|
|
google-cloud-core==0.29.1 \
|
|
google-cloud-pubsub==0.35.4 \
|
|
google-gax==0.15.16 \
|
|
google-resumable-media==0.3.2 \
|
|
googleapis-common-protos==1.5.3 \
|
|
googledatastore==7.0.1 \
|
|
grpc-google-iam-v1==0.11.4 \
|
|
grpcio==1.14.0 \
|
|
hdfs==2.1.0 \
|
|
html5lib==0.9999999 \
|
|
httplib2==0.9.2 \
|
|
idna==2.7 \
|
|
ipython==5.8.0 \
|
|
ipython-genutils==0.2.0 \
|
|
Markdown==2.6.11 \
|
|
mock==2.0.0 \
|
|
monotonic==1.5 \
|
|
numpy==1.15.0 \
|
|
oauth2client==3.0.0 \
|
|
pandas==0.24.0 \
|
|
pathlib2==2.3.3 \
|
|
pbr==4.2.0 \
|
|
pexpect==4.6.0 \
|
|
pickleshare==0.7.5 \
|
|
ply==3.8 \
|
|
prompt-toolkit==1.0.15 \
|
|
proto-google-cloud-datastore-v1==0.90.4 \
|
|
proto-google-cloud-pubsub-v1==0.15.4 \
|
|
protobuf==3.6.0 \
|
|
ptyprocess==0.6.0 \
|
|
pyasn1==0.4.4 \
|
|
pyasn1-modules==0.2.2 \
|
|
pydot==1.2.4 \
|
|
Pygments==2.3.1 \
|
|
pyparsing==2.3.1 \
|
|
python-dateutil==2.7.5 \
|
|
pytz==2018.4 \
|
|
PyVCF==0.6.8 \
|
|
PyYAML==3.12 \
|
|
requests==2.19.1 \
|
|
rsa==3.4.2 \
|
|
scandir==1.9.0 \
|
|
simplegeneric==0.8.1 \
|
|
six==1.11.0 \
|
|
tensorboard==1.9.0 \
|
|
tensorflow==1.9.0 \
|
|
tensorflow-data-validation==0.9.0 \
|
|
tensorflow-metadata==0.9.0 \
|
|
tensorflow-transform==0.9.0 \
|
|
termcolor==1.1.0 \
|
|
traitlets==4.3.2 \
|
|
typing==3.6.4 \
|
|
urllib3==1.23 \
|
|
wcwidth==0.1.7 \
|
|
Werkzeug==0.14.1 && \
|
|
apt-get --purge autoremove -y build-essential
|
|
|
|
WORKDIR /ml
|
|
|
|
RUN mkdir /usr/licenses && \
|
|
/ml/license.sh /ml/third_party_licenses.csv /usr/licenses
|
|
|
|
ENTRYPOINT ["python", "/ml/validate.py"]
|