Develop Reference

How to add multiple command with DOCKER to run FASTAPI & CRON job togather

I have a docker file that can run fast API and CRON jobs scheduler separately very well. But I want to run them together how can I do it?
Folder Structure:
Docker File
FROM python:3.8
RUN apt-get update && apt-get -y install cron vim
WORKDIR /opt/oracle
RUN apt-get update && apt-get install -y libaio1 wget unzip \
&& wget https://download.oracle.com/otn_software/linux/instantclient/instantclient-basiclite-linuxx64.zip \
&& unzip instantclient-basiclite-linuxx64.zip \
&& rm -f instantclient-basiclite-linuxx64.zip \
&& cd /opt/oracle/instantclient* \
&& rm -f *jdbc* *occi* *mysql* *README *jar uidrvci genezi adrci \
&& echo /opt/oracle/instantclient* > /etc/ld.so.conf.d/oracle-instantclient.conf \
&& ldconfig
WORKDIR /app
COPY requirements.txt .
RUN pip install -r requirements.txt
COPY . .
COPY crontab /etc/cron.d/crontab
COPY hello.py /app/hello.py
RUN chmod 0644 /etc/cron.d/crontab
RUN /usr/bin/crontab /etc/cron.d/crontab
EXPOSE 8000
# run process of container
CMD ["uvicorn", "main:app", "--reload", "--host", "0.0.0.0", "--port", "8000"]
CMD ["cron", "-f"]

How to make a Dockerfile?

I need a Dockerfile to run my Python script. The script uses Selenium, so I need to load a driver for it to work. An ordinary .exe file - driver is not suitable, so according to the advice of the administrators of the hosting where the script is located I need to create a Dockerfile for the script to work properly.
The main problem is that I simply can not run my script, because I do not understand how to load the required driver on the server.
This is a sample code of what should be in the Dockerfile.
FROM python:3
RUN apt-get update -y
RUN apt-get install -y wget
RUN wget -O $HOME/geckodriver.tar.gz https://github.com/mozilla/geckodriver/releases/download/v0.23.0/geckodriver-v0.23.0-linux64.tar.gz
RUN tar xf $HOME/geckodriver.tar.gz -C $HOME
RUN cp $HOME/geckodriver /usr/local/bin/geckodriver
RUN chmod +x /usr/local/bin/geckodriver
RUN rm -f $HOME/geckodriver $HOME/geckodriver.tar.gz
This is the code used in the Python script
options = Options()
options.add_argument('headless')
options.add_argument('window-size=1920x935')
driver = webdriver.Chrome(options=options, executable_path=r"chromedriver.exe")
driver.get(f"https://www.wildberries.ru/catalog/{id}/feedbacks?imtId={imt_id}")
time.sleep(5)
big_stat = driver.find_element(by=By.CLASS_NAME, value="rating-product__numb")
I can redo this snippet of code to make it work on Firefox, if necessary.
This is what the directories of the hosting where all the files are located look like
The directories of the hosting

For getting Selenium to work with Python using a Dockerfile, here's an existing SeleniumBase Dockerfile.
For instructions on using it, see the README.
For building, it's basically this:
Non Apple M1 Mac:
docker build -t seleniumbase .
If running on an Apple M1 Mac, use this instead:
docker build --platform linux/amd64 seleniumbase .
Before building the Dockerfile, you'll need to clone SeleniumBase.
Here's what the Dockerfile currently looks like:
FROM ubuntu:18.04
#=======================================
# Install Python and Basic Python Tools
#=======================================
RUN apt-get -o Acquire::Check-Valid-Until=false -o Acquire::Check-Date=false update
RUN apt-get install -y python3 python3-pip python3-setuptools python3-dev python-distribute
RUN alias python=python3
RUN echo "alias python=python3" >> ~/.bashrc
#=================================
# Install Bash Command Line Tools
#=================================
RUN apt-get -qy --no-install-recommends install \
sudo \
unzip \
wget \
curl \
libxi6 \
libgconf-2-4 \
vim \
xvfb \
&& rm -rf /var/lib/apt/lists/*
#================
# Install Chrome
#================
RUN curl -sS -o - https://dl-ssl.google.com/linux/linux_signing_key.pub | apt-key add - && \
echo "deb http://dl.google.com/linux/chrome/deb/ stable main" >> /etc/apt/sources.list.d/google-chrome.list && \
apt-get -yqq update && \
apt-get -yqq install google-chrome-stable && \
rm -rf /var/lib/apt/lists/*
#=================
# Install Firefox
#=================
RUN apt-get -qy --no-install-recommends install \
$(apt-cache depends firefox | grep Depends | sed "s/.*ends:\ //" | tr '\n' ' ') \
&& rm -rf /var/lib/apt/lists/* \
&& cd /tmp \
&& wget --no-check-certificate -O firefox-esr.tar.bz2 \
'https://download.mozilla.org/?product=firefox-esr-latest&os=linux64&lang=en-US' \
&& tar -xjf firefox-esr.tar.bz2 -C /opt/ \
&& ln -s /opt/firefox/firefox /usr/bin/firefox \
&& rm -f /tmp/firefox-esr.tar.bz2
#===========================
# Configure Virtual Display
#===========================
RUN set -e
RUN echo "Starting X virtual framebuffer (Xvfb) in background..."
RUN Xvfb -ac :99 -screen 0 1280x1024x16 > /dev/null 2>&1 &
RUN export DISPLAY=:99
RUN exec "$#"
#=======================
# Update Python Version
#=======================
RUN apt-get update -y
RUN apt-get -qy --no-install-recommends install python3.8
RUN rm /usr/bin/python3
RUN ln -s python3.8 /usr/bin/python3
#=============================================
# Allow Special Characters in Python Programs
#=============================================
RUN export PYTHONIOENCODING=utf8
RUN echo "export PYTHONIOENCODING=utf8" >> ~/.bashrc
#=====================
# Set up SeleniumBase
#=====================
COPY sbase /SeleniumBase/sbase/
COPY seleniumbase /SeleniumBase/seleniumbase/
COPY examples /SeleniumBase/examples/
COPY integrations /SeleniumBase/integrations/
COPY requirements.txt /SeleniumBase/requirements.txt
COPY setup.py /SeleniumBase/setup.py
RUN find . -name '*.pyc' -delete
RUN find . -name __pycache__ -delete
RUN pip3 install --upgrade pip
RUN pip3 install --upgrade setuptools
RUN pip3 install --upgrade setuptools-scm
RUN cd /SeleniumBase && ls && pip3 install -r requirements.txt --upgrade
RUN cd /SeleniumBase && pip3 install .
#=====================
# Download WebDrivers
#=====================
RUN wget https://github.com/mozilla/geckodriver/releases/download/v0.31.0/geckodriver-v0.31.0-linux64.tar.gz
RUN tar -xvzf geckodriver-v0.31.0-linux64.tar.gz
RUN chmod +x geckodriver
RUN mv geckodriver /usr/local/bin/
RUN wget https://chromedriver.storage.googleapis.com/2.44/chromedriver_linux64.zip
RUN unzip chromedriver_linux64.zip
RUN chmod +x chromedriver
RUN mv chromedriver /usr/local/bin/
#==========================================
# Create entrypoint and grab example tests
#==========================================
COPY integrations/docker/docker-entrypoint.sh /
COPY integrations/docker/run_docker_test_in_firefox.sh /
COPY integrations/docker/run_docker_test_in_chrome.sh /
RUN chmod +x *.sh
COPY integrations/docker/docker_config.cfg /SeleniumBase/examples/
ENTRYPOINT ["/docker-entrypoint.sh"]
CMD ["/bin/bash"]

cronjob inside docker - can't capture logs

I'm trying to run a cronjob inside a docker container, and the logs (created with python logging) from docker logs my_container or from /var/log/cron.log. Neither is working. I tried a bunch of solutions I found in stackoverflow.
This is my Dockerfile:
FROM nvidia/cuda:10.0-cudnn7-devel-ubuntu18.04
ENV DEBIAN_FRONTEND=noninteractive
ENV TZ=Europe/Minsk
RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
RUN apt-get update && apt-get install -y \
python3-dev \
python3-tk \
python3-pip \
libglib2.0-0\
libsm6 \
postgresql-server-dev-all \
postgresql-common \
openssh-client \
libxext6 \
nano \
pkg-config \
rsync \
cron \
&& \
apt-get clean && \
apt-get autoremove && \
rm -rf /var/lib/apt/lists/*
RUN pip3 install --upgrade setuptools
RUN pip3 install numpy
ADD requirements.txt /requirements.txt
RUN pip3 install -r /requirements.txt && rm /requirements.txt
RUN touch /var/log/cron.log
COPY crontab /etc/cron.d/cjob
RUN chmod 0644 /etc/cron.d/cjob
ENV LC_ALL=C.UTF-8
ENV LANG=C.UTF-8
ENV PYTHONUNBUFFERED 1
ADD . /code
WORKDIR /code
COPY ssh_config /etc/ssh/ssh_config
CMD cron -f
and this is how I run it:
nvidia-docker run -d \
-e DISPLAY=unix$DISPLAY \
-v /tmp/.X11-unix:/tmp/.X11-unix \
-v /media/storage:/opt/images/ \
-v /home/user/.aws/:/root/.aws/ \
--net host \
my_container
I tried different things such as:
Docker ubuntu cron tail logs not visible
See cron output via docker logs, without using an extra file
But I don't get any logs.

Change your chmod code to 755 if you're trying to execute something from there. You might also want to add an -R parameter while at that.
Next, add the following to your Dockerfile before chmod layer.
# Symlink the cron to stdout
RUN ln -sf /dev/stdout /var/log/cron.log
And add this as your final layer
# Run the command on container startup
CMD cron && tail -F /var/log/cron.log 2>&1
Referenced this from the first link that you mentioned. This should work.

Can't access jupyter notebook inside docker container

I know there are a lot of questions of people who are struggling with this but please read the entire post.
So I just want to create a dockerfile that exposes port 8888 to access a jupyter notebook later on.
This is my dockerfile:
FROM continuumio/anaconda3
ENV DEBIAN_FRONTEND=noninteractive
ARG USERNAME=remote
ARG USER_UID=1000
ARG USER_GID=$USER_UID
COPY environment.yml* noop.txt /tmp/conda-tmp/
RUN apt-get update \
&& apt-get -y install --no-install-recommends apt-utils dialog 2>&1 \
&& apt-get -y install git openssh-client less iproute2 procps iproute2 lsb-release \
&& if [ -f "/tmp/conda-tmp/environment.yml" ]; then /opt/conda/bin/conda env update -n base -f /tmp/conda-tmp/environment.yml; else echo "did not find environment.yml"; fi \
&& rm -rf /tmp/conda-tmp \
&& groupadd --gid $USER_GID $USERNAME \
&& useradd -s /bin/bash --uid $USER_UID --gid $USER_GID -m $USERNAME \
&& apt-get install -y sudo \
&& echo $USERNAME ALL=\(root\) NOPASSWD:ALL > /etc/sudoers.d/$USERNAME\
&& chmod 0440 /etc/sudoers.d/$USERNAME \
&& apt-get autoremove -y \
&& apt-get clean -y \
&& rm -rf /var/lib/apt/lists/*
ENV DEBIAN_FRONTEND=dialog
EXPOSE 8888
I run the following commands to get the container up and running:
docker build -t intel . (create the image)
docker run -t -d --publish=8888:8888 --name ig intel (start a container based on the image)
Everything up to this moment runs without any problems, but now comes the thing I don't understand:
This runs just fine.
But when I try to go to
localhost:8888?/token=(the token jupyter provides)
or
ipofthecontainer:8888?/token=(the token jupyter provides)
It does nothing(connection timed out) and I have no clue why.
I check the ip of the container with:
docker inspect -f '{{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' container_name
and I verify that the EXPOSE worked with:
platform: windows
python-version: 3.7.7
conda environment: yes
What am I not seeing here?

EXPOSE is only for documentation; it has no effect.
You need to add --publish=8888:8888 to your docker run so that the container's port is mapped to a host port.
docker run --tty --detach --publish=8888:8888 --name=ig intelligait3d
NB The publish flag does not require the host-port:container-port to match

First modify your docker file in order to start jupyter notebook, add this line at the end of the Dockerfile:
CMD ["jupyter", "notebook", "--port=8888", "--no-browser", "--ip=0.0.0.0", "--allow-root"]
Then build again the image and when you start the container use -p option: --publish , -p Publish a container’s port(s) to the host
docker run -t -d -p 8888:8888 --name ig intelligait3d where the mapping is -p <HOST port>:<CONTAINER port>
Here you can find the reference for docker run command: https://docs.docker.com/engine/reference/commandline/run/

Install Oracle Instant client into Docker container for Python cx_Oracle

I'm trying to connect to an Oracle database at my company through my docker container that contains some of my python scripts with the package cx_Oracle. After i build and run the container, i get the following error:
conn = cx_Oracle.connect("{0}/{1}#{2}".format(configOracle["username"], configOracle["password"],r"ed03:1521/configOracle["servername"]))
cx_Oracle.DatabaseError: DPI-1047: Cannot locate a 64-bit Oracle Client library: "libclntsh.so: cannot open shared object file: No such file or directory". See https://oracle.github.io/odpi/doc/installation.html#linux for help
I have an Oracle config file where the username, password, and server name are coming from and being filled in correctly. I can't seem to get it to work even after downloading the latest client from https://www.oracle.com/database/technologies/instant-client/linux-x86-64-downloads.html.
My directory structure looks like this:
--TopDirectory
----instantclient
-------instantclient-basic-linux.x64-19.5.0.0.0dbru.zip
-------instantclient-sdk-linux.x64-19.5.0.0.0dbru.zip
----hello_oracle.py
----Dockerfile
----requirements.txt
----configOracle.json
Here is my Dockerfile:
FROM python:3.7.5
#Oracle Client setup
ENV ORACLE_HOME /opt/oracle/instantclient_19_5
ENV LD_RUN_PATH=$ORACLE_HOME
COPY instantclient/* /tmp/
RUN \
mkdir -p /opt/oracle && \
unzip "/tmp/instantclient*.zip" -d /opt/oracle && \
ln -s $ORACLE_HOME/libclntsh.so.19.1 $ORACLE_HOME/libclntsh.so
# Working directory
WORKDIR /src
# Copying requirements.txt before entire build step
COPY requirements.txt /src/requirements.txt
RUN pip install --upgrade pip
# Installing necessary packages
RUN pip install -r requirements.txt
# Copying rest of files
COPY . /src
CMD ["python3", "/src/hello_oracle.py"]
Here is my requirements.txt file:
pandas
numpy
matplotlib
keras
cx_Oracle
sklearn
tensorflow
pyopenssl
ndg-httpsclient
pyasn1

After many hours trying it, I finally solved it with this Dockerfile
Note I am using python 3.7, Django 3.0, Oracle Database 12c and Pipenv for package management
FROM python:3.7.5-slim-buster
# Installing Oracle instant client
WORKDIR /opt/oracle
RUN apt-get update && apt-get install -y libaio1 wget unzip \
&& wget https://download.oracle.com/otn_software/linux/instantclient/instantclient-basiclite-linuxx64.zip \
&& unzip instantclient-basiclite-linuxx64.zip \
&& rm -f instantclient-basiclite-linuxx64.zip \
&& cd /opt/oracle/instantclient* \
&& rm -f *jdbc* *occi* *mysql* *README *jar uidrvci genezi adrci \
&& echo /opt/oracle/instantclient* > /etc/ld.so.conf.d/oracle-instantclient.conf \
&& ldconfig
WORKDIR /app
COPY . . # Copy my project folder content into /app container directory
RUN pip3 install pipenv
RUN pipenv install
EXPOSE 8000
# For this statement to work you need to add the next two lines into Pipfilefile
# [scripts]
# server = "python manage.py runserver 0.0.0.0:8000"
ENTRYPOINT ["pipenv", "run", "server"]

The latest release of the Python driver for Oracle got renamed to python-oracledb and is now a 'thin' driver by default. It does not need Instant Client - it's optional. See the release announcement. The Dockerfile can simply be like:
FROM python:3.10-bullseye
RUN python -m pip install oracledb
If you want the option to use the 'Thick' mode of python-oracledb, then you could use a Dockerfile like:
FROM python:3.10-bullseye
WORKDIR /opt/oracle
RUN apt-get update && apt-get install -y libaio1
RUN wget https://download.oracle.com/otn_software/linux/instantclient/instantclient-basiclite-linuxx64.zip && \
unzip instantclient-basiclite-linuxx64.zip && rm -f instantclient-basiclite-linuxx64.zip && \
cd /opt/oracle/instantclient* && rm -f *jdbc* *occi* *mysql* *README *jar uidrvci genezi adrci && \
echo /opt/oracle/instantclient* > /etc/ld.so.conf.d/oracle-instantclient.conf && ldconfig
RUN python -m pip install oracledb
Oracle has Python cx_Oracle Dockerfiles at https://github.com/oracle/docker-images/tree/master/OracleLinuxDevelopers and cx_Oracle containers at https://github.com/orgs/oracle/packages
There is a two-part blog post series Docker for Oracle Database Applications in Node.js and Python that shows various ways to install. Also there is an Oracle webcast recording discussing cx_Oracle and Docker here.
If you are still using the cx_Oracle namespace, you always need to install Instant Client so a solution is to use:
FROM python:3.10-bullseye
RUN apt-get update && apt-get install -y libaio1
WORKDIR /opt/oracle
RUN wget https://download.oracle.com/otn_software/linux/instantclient/instantclient-basiclite-linuxx64.zip && \
unzip instantclient-basiclite-linuxx64.zip && rm -f instantclient-basiclite-linuxx64.zip && \
cd /opt/oracle/instantclient* && rm -f *jdbc* *occi* *mysql* *README *jar uidrvci genezi adrci && \
echo /opt/oracle/instantclient* > /etc/ld.so.conf.d/oracle-instantclient.conf && ldconfig
RUN python -m pip install cx_Oracle
If you use a different base image you may need to explicitly install wget and unzip.