update Dockerfile

Author: oaksharks

Dockerfile

@@ -1,12 +1,18 @@
-From python:3.7-buster
+From python:3.8-buster
 
-ARG PIP_PKGS="tensorflow==2.4.2 hypernets[all] deeptables shap"
+# ARG PIP_PKGS="tensorflow==2.4.2 hypernets[all] deeptables shap"
+ARG PIP_PKGS=" featuretools==0.27.0 matplotlib==3.1.0 shap jupyterlab"
 ARG PIP_OPTS="--disable-pip-version-check --no-cache-dir"
 # ARG PIP_OPTS="--disable-pip-version-check --no-cache-dir -i https://pypi.tuna.tsinghua.edu.cn/simple/"
+RUN python -m pip install $PIP_OPTS --upgrade pip
 
-RUN pip install $PIP_OPTS $PIP_PKGS\
+RUN python -m pip install $PIP_OPTS numpy==1.20
+RUN python -m pip install $PIP_OPTS tensorflow==2.8.2
+
+RUN python -m pip install $PIP_OPTS $PIP_PKGS\
+    && python -m pip install $PIP_OPTS "deeptables"\
     && mkdir -p /opt/datacanvas \
-    && cp -r /usr/local/lib/python3.7/site-packages/deeptables/examples /opt/datacanvas/ \
+    && cp -r /usr/local/lib/python3.8/site-packages/deeptables/examples /opt/datacanvas/ \
     && echo "#!/bin/bash\njupyter lab --notebook-dir=/opt/datacanvas --ip=0.0.0.0 --port=\$NotebookPort --no-browser --allow-root --NotebookApp.token=\$NotebookToken" > /entrypoint.sh \
     && chmod +x /entrypoint.sh \
     && rm -rf /tmp/*