我正在尝试将bash脚本转换为Dockerfile,因为我们要使用AWS Batch进行容器化路线
基本上,我安装了CPLEX(优化库)和Anaconda,安装了一些相关的软件包,检查环境是否适合运行,然后启动shell脚本来运行批处理作业。
这是我的Dockerfile的摘要:
FROM amazonlinux:latest
# Download packages for container
RUN yum update -y
RUN yum -y install which unzip aws-cli \
RUN yum install -y tar.x86_64
RUN yum install gzip -y
RUN yum install ncompress -y
RUN yum -y install wget
RUN yum install -y nano
# Set working directory
WORKDIR /setup
#: Copy CPLEX installer binary and installation script.
COPY cplex_odee1210.linux-x86-64.bin /setup/
COPY cplex_installer_input.sh /setup/
#: Install CPLEX and update .bashrc
RUN chmod +x /setup/cplex_odee1210.linux-x86-64.bin
RUN chmod +x cplex_installer_input.sh
RUN ./cplex_installer_input.sh | bash cplex_odee1210.linux-x86-64.bin
RUN echo 'export PATH=$PATH:/opt/ibm/ILOG/CPLEX_Optimizer1210/cplex/bin/x86-64_linux' >>/root/.bashrc \
&& /bin/bash -c "source ~/.bashrc"
ENV PATH $PATH:/opt/ibm/ILOG/CPLEX_Optimizer1210/cplex/bin/x86-64_linux
#: Download Anaconda
COPY Anaconda3-2019.10-Linux-x86_64.sh /setup/
RUN bash Anaconda3-2019.10-Linux-x86_64.sh -b -p /home/ec2-user/anaconda3
RUN echo 'export PATH=$PATH:/home/ec2-user/anaconda3/bin' >>/root/.bashrc \
&& /bin/bash -c "source ~/.bashrc"
ENV PATH $PATH:/home/ec2-user/anaconda3/bin
RUN conda install pandas -y \
&& conda install numpy -y \
&& conda install ujson -y \
&& pip install docplex \
&& pip install boto3 \
&& pip install grpcio \
&& pip install grpcio-tools
RUN python3 -m docplex.mp.environment
ADD fetch_and_run.sh /usr/local/bin/fetch_and_run.sh
ENTRYPOINT ["/usr/local/bin/fetch_and_run.sh"]
从那里开始bash脚本
#!/bin/bash
date
echo "Args: $@"
env
echo "script_path: $1"
echo "script_name: $2"
echo "path_prefix: $3"
echo "jobID: $AWS_BATCH_JOB_ID"
echo "jobQueue: $AWS_BATCH_JQ_NAME"
echo "computeEnvironment: $AWS_BATCH_CE_NAME"
echo "current directory: $(pwd)"
mkdir /tmp/scripts/
aws s3 cp $1 /tmp/scripts/$2
python3 /tmp/scripts/${@:2}
但是由于某些原因,我不断得到
/tmp/tmp.hQlWYBEFs/batch-file-temp: line 20: python3: command not found
我需要更改一些PATH变量吗? Docker为什么不选择我的Python 3版本?
答案 0 :(得分:1)
该图像需要安装python3。构建映像可以使用容器中 中存在的文件和程序进行。您在自己的系统上安装的python3不可用。