Merge pull request #10 from petronetto/develop

Reducing the container size

Dockerfile

@@ -28,40 +28,48 @@
 # OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
 # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
-FROM python:3.6-slim-stretch
+FROM debian:stretch-slim
 
 LABEL maintainer="Juliano Petronetto <[email protected]>" \
       name="Docker Python Deep Learning" \
       description="Docker container for Python Deep Learning, with almost everything that you may need." \
       url="https://hub.docker.com/r/petronetto/docker-python-deep-learning" \
       vcs-url="https://github.com/petronetto/docker-python-deep-learning" \
       vendor="Petronetto DevTech" \
-      version="1.0"
+      version="1.1"
 
 ENV BUILD_PACKAGES="\
         build-essential \
         linux-headers-4.9 \
-        python3-dev \
         cmake \
         tcl-dev \
         xz-utils \
         zlib1g-dev \
+        libssl-dev \
+        libncurses5-dev \
+        libsqlite3-dev \
+        libreadline-dev \
+        libtk8.5 \
+        libgdm-dev \
+        libdb4o-cil-dev \
+        libpcap-dev \
         git \
-        curl \
-	software-properties-common" \
+        wget \
+        curl" \
     APT_PACKAGES="\
         ca-certificates \
         openssl \
+        sqlite3 \
+        bash \
         graphviz \
         fonts-noto \
         libpng16-16 \
         libfreetype6 \
         libjpeg62-turbo \
-        libgomp1 \
-        ffmpeg" \
+        libgomp1" \
     PIP_PACKAGES="\
         pyyaml \
-        mkl \
+        pymkl \
         cffi \
         h5py \
         requests \
@@ -77,18 +85,29 @@ ENV BUILD_PACKAGES="\
         xgboost \
         tensorflow \
         keras \
-        torch \
-        torchvision \
+        https://download.pytorch.org/whl/cpu/torch-1.1.0-cp36-cp36m-linux_x86_64.whl \
+        https://download.pytorch.org/whl/cpu/torchvision-0.3.0-cp36-cp36m-linux_x86_64.whl \
         mxnet-mkl" \
+    PYTHON_VER=3.6.8 \
     JUPYTER_CONFIG_DIR=/home/.ipython/profile_default/startup \
     LANG=C.UTF-8
 
 RUN set -ex; \
     apt-get update -y; \
     apt-get upgrade -y; \
-    apt-get install -y --no-install-recommends ${BUILD_PACKAGES}; \
-    add-apt-repository ppa:jonathonf/ffmpeg-4; \
     apt-get install -y --no-install-recommends ${APT_PACKAGES}; \
+    apt-get install -y --no-install-recommends ${BUILD_PACKAGES}; \
+    cd /tmp && wget https://www.python.org/ftp/python/${PYTHON_VER}/Python-${PYTHON_VER}.tgz; \
+    tar xvf Python-${PYTHON_VER}.tgz; \
+    cd Python-${PYTHON_VER}; \
+    ./configure --enable-optimizations && make -j8 && make altinstall; \
+    ln -s /usr/local/bin/python3.6 /usr/local/bin/python; \
+    ln -s /usr/local/bin/pip3.6 /usr/local/bin/pip; \
+    ln -s /usr/local/bin/idle3.6 /usr/local/bin/idle; \
+    ln -s /usr/local/bin/pydoc3.6 /usr/local/bin/pydoc; \
+    ln -s /usr/local/bin/python3.6m-config /usr/local/bin/python-config; \
+    ln -s /usr/local/bin/pyvenv-3.6 /usr/local/bin/pyvenv; \
+    pip install -U -V pip; \
     pip install -U -v setuptools wheel; \
     pip install -U -v ${PIP_PACKAGES}; \
     apt-get remove --purge --auto-remove -y ${BUILD_PACKAGES}; \
@@ -97,10 +116,10 @@ RUN set -ex; \
     apt-get autoremove; \
     rm -rf /tmp/* /var/tmp/*; \
     rm -rf /var/lib/apt/lists/*; \
-    rm -rf /var/cache/apt/archives/*.deb \
+    rm -f /var/cache/apt/archives/*.deb \
         /var/cache/apt/archives/partial/*.deb \
         /var/cache/apt/*.bin; \
-    find /usr/lib/python3 -name __pycache__ | xargs rm -rf; \
+    find / -name __pycache__ | xargs rm -r; \
     rm -rf /root/.[acpw]*; \
     pip install jupyter && jupyter nbextension enable --py widgetsnbextension; \
     mkdir -p ${JUPYTER_CONFIG_DIR}; \

Welcome.ipynb

@@ -29,14 +29,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "3.6.7 (default, Oct 24 2018, 22:50:05) \n",
+      "3.6.8 (default, Mar 27 2019, 08:53:45) \n",
       "[GCC 6.3.0 20170516]\n"
      ]
     }
@@ -55,14 +55,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1.15.4\n"
+      "1.16.3\n"
      ]
     }
    ],
@@ -80,14 +80,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "0.23.4\n"
+      "0.24.2\n"
      ]
     }
    ],
@@ -105,14 +105,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1.1.0\n"
+      "1.2.1\n"
      ]
     }
    ],
@@ -130,14 +130,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "0.20.0\n"
+      "0.20.3\n"
      ]
     }
    ],
@@ -155,14 +155,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "0.81\n"
+      "0.82\n"
      ]
     }
    ],
@@ -180,7 +180,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
@@ -205,14 +205,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "3.0.1\n"
+      "3.0.3\n"
      ]
     }
    ],
@@ -230,14 +230,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1.12.0\n"
+      "1.13.1\n"
      ]
     }
    ],
@@ -255,7 +255,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
@@ -264,6 +264,13 @@
      "text": [
       "2.2.4\n"
      ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Using TensorFlow backend.\n"
+     ]
     }
    ],
    "source": [
@@ -280,14 +287,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "0.4.1\n"
+      "1.1.0\n"
      ]
     }
    ],
@@ -313,7 +320,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.7"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,