Bump to Debian 9.5 and pin major packages to channels and versions to…

… improve build reproducability

Dockerfile

@@ -1,8 +1,8 @@
-# debian:9.4 - linux; amd64
-# https://github.com/docker-library/repo-info/blob/master/repos/debian/tag-details.md#debian94---linux-amd64
-FROM debian@sha256:316ebb92ca66bb8ddc79249fb29872bece4be384cb61b5344fac4e84ca4ed2b2
+# debian:9.5 - linux; amd64
+# https://github.com/docker-library/repo-info/blob/master/repos/debian/tag-details.md#debian95---linux-amd64
+FROM debian@sha256:f1f61086ea01a72b30c7287adee8c929e569853de03b7c462a8ac75e0d0224c4
 
-ARG JUPYTER_DCOS_VERSION="1.1.0-0.33.4"
+ARG JUPYTER_DCOS_VERSION="1.2.0-0.33.7"
 ARG BUILD_DATE
 ARG CODENAME="stretch"
 ARG CONDA_DIR="/opt/conda"
@@ -240,12 +240,15 @@ RUN cd /tmp \
     && bash "./${CONDA_INSTALLER}" -u -b -p "${CONDA_DIR}" \
     && ${CONDA_DIR}/bin/conda update --json --all -yq \
     && ${CONDA_DIR}/bin/pip install --upgrade pip \
+    && ${CONDA_DIR}/bin/conda config --env --add pinned_packages defaults::numpy-base \
+    && ${CONDA_DIR}/bin/conda config --env --add pinned_packages defaults::numpy \
+    && ${CONDA_DIR}/bin/conda config --env --add pinned_packages defaults::scipy \
     && ${CONDA_DIR}/bin/conda config --system --prepend channels conda-forge \
     && ${CONDA_DIR}/bin/conda config --system --set auto_update_conda false \
     && ${CONDA_DIR}/bin/conda config --system --set show_channel_urls true \
     && ${CONDA_DIR}/bin/conda env update --json -q -f "${CONDA_DIR}/${CONDA_ENV_YML}" \
     && ${CONDA_DIR}/bin/jupyter toree install --sys-prefix --interpreters=Scala,PySpark,SparkR,SQL \
-    && ${CONDA_DIR}/bin/jupyter labextension install @jupyter-widgets/[email protected].0 \
+    && ${CONDA_DIR}/bin/jupyter labextension install @jupyter-widgets/[email protected].1 \
     && ${CONDA_DIR}/bin/jupyter labextension install @jupyterlab/fasta-extension \
     && ${CONDA_DIR}/bin/jupyter labextension install @jupyterlab/geojson-extension \
     && ${CONDA_DIR}/bin/jupyter labextension install @jupyterlab/github \

jupyter-root-conda-base-env.yml

@@ -4,6 +4,7 @@ channels:
 - defaults
 dependencies:
 - altair
+- astunparse
 - atomicwrites
 - attrs
 - awscli
@@ -12,36 +13,46 @@ dependencies:
 - beautifulsoup4
 - bokeh
 - click
+- colour
 - cython
-- dask
+- dask=0.18.2
 - dask-ml
 - dask-tensorflow
 - dask-xgboost
-- distributed
+- distributed=1.22.1
 - flake8
+- flask
 - funcsigs
 - future
+- geojson
+- gitdb2
+- gitpython
+- gunicorn
 - grpcio
 - h5py
-- ipywidgets
 - invoke
+- ipywidgets=7.4.0
+- itsdangerous
 - jupyter_contrib_nbextensions
-- jupyterhub
-- jupyterlab=0.33.4
+- jupyterlab=0.33.7
 - keras
 - libhdfs3
 - lxml
+- lz4
 - matplotlib
 - more-itertools
 - mpi[openmpi]
 - mpi4py
+- mpld3
 - nbconvert
-- nodejs
-- numpy
+- nodejs=9.*
+- numpy=1.15.0
+- numpy-base=1.15.0
 - pandas
 - pep8
 - pillow
 - pluggy
+- protobuf
 - psutil
 - py
 - pyarrow
@@ -54,19 +65,25 @@ dependencies:
 - s3fs
 - scikit-learn
 - scipy
+- selenium
+- setuptools
+- smmap2
+- tabulate
+- widgetsnbextension=3.4.0
 - wrapt
 - xgboost
 - xlrd
 - yapf
 - pip:
+  - configparser
   - flatbuffers
   - gym[atari]
   - horovod
-  - https://dist.apache.org/repos/dist/dev/incubator/toree/0.2.0-incubating-rc5/toree-pip/toree-0.2.0.tar.gz
+  - https://dist.apache.org/repos/dist/dev/incubator/toree/0.2.0-incubating-rc6/toree-pip/toree-0.2.0.tar.gz
   - https://github.com/vishnu2kmohan/jupyter-spark-history-dcos/archive/0.1.0.zip
   - jupyterlab_github
   - knowledgelab
-  - mlflow
+  - mlflow==0.4.1
   - opencv-python
   - pixiedust
   - pixiedust_node
@@ -80,3 +97,4 @@ dependencies:
   - tensorflow==1.9.0
   - tensorflow-hub
   - tensorflowonspark==1.3.2
+  - uuid