yhy
84 lines
4.4 KiB
Plaintext
84 lines
4.4 KiB
Plaintext
#FROM docker.io/tensorflow/tensorflow:latest-py3
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# 降级使用python2. 为了兼容 TensorFlow-serving。
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FROM docker.io/tensorflow/tensorflow:latest-devel
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RUN echo "deb http://mirrors.aliyun.com/ubuntu/ xenial main restricted universe multiverse \n\
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deb http://mirrors.aliyun.com/ubuntu/ xenial-security main restricted universe multiverse \n\
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deb http://mirrors.aliyun.com/ubuntu/ xenial-updates main restricted universe multiverse \n\
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deb http://mirrors.aliyun.com/ubuntu/ xenial-proposed main restricted universe multiverse \n\
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deb http://mirrors.aliyun.com/ubuntu/ xenial-backports main restricted universe multiverse \n\
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deb-src http://mirrors.aliyun.com/ubuntu/ xenial main restricted universe multiverse \n\
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deb-src http://mirrors.aliyun.com/ubuntu/ xenial-security main restricted universe multiverse \n\
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deb-src http://mirrors.aliyun.com/ubuntu/ xenial-updates main restricted universe multiverse \n\
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deb-src http://mirrors.aliyun.com/ubuntu/ xenial-proposed main restricted universe multiverse \n\
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deb-src http://mirrors.aliyun.com/ubuntu/ xenial-backports main restricted universe multiverse " > /etc/apt/sources.list
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RUN echo "[global]\n\
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trusted-host=mirrors.aliyun.com\n\
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index-url=http://mirrors.aliyun.com/pypi/simple" > /etc/pip.conf
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#timezone
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RUN apt-get update && apt-get install -y tzdata && \
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ln -sf /usr/share/zoneinfo/Asia/Shanghai /etc/localtime && \
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echo "Asia/Shanghai" > /etc/timezone && \
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apt-get clean
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#install other lib
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RUN apt-get update && apt-get install -y python-dev libmysqlclient-dev libhdf5-dev && \
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pip install mysqlclient && \
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pip install sqlalchemy && \
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pip install requests && \
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apt-get install -y libxml2-dev && pip install lxml bs4 && \
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pip install tushare && \
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apt-get clean && apt-get remove -y python-dev libmysqlclient-dev && \
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pip install unittest2 && \
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pip install torndb && \
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pip install bcrypt && \
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pip install --upgrade tables
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#1.解决 pandas 数据插入问题。直接修改数据库驱动 sqlalchemy 修改：statement.replace("INSERT INTO","INSERT IGNORE INTO")
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# /usr/local/lib/python2.7/dist-packages/sqlalchemy/dialects/mysql/mysqldb.py
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# 增加了一个 IGNORE 参数。
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#2.解决torndb在python下面的问题：
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#http://blog.csdn.net/littlethunder/article/details/8917378
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RUN echo `date +%Y-%m-%d:%H:%M:%S` >> /etc/docker.build && \
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sed -i -e 's/executemany(statement/executemany(statement.replace\("INSERT INTO","INSERT IGNORE INTO")/g' \
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/usr/local/lib/python2.7/dist-packages/sqlalchemy/dialects/mysql/mysqldb.py && \
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rm -f /etc/cron.daily/apt-compat /etc/cron.daily/dpkg /etc/cron.daily/passwd && \
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sed -i -e 's/itertools\.izip/zip/g' \
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/usr/local/lib/python2.7/dist-packages/torndb.py
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#add tensorflow-model-server
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RUN echo "deb [arch=amd64] http://storage.googleapis.com/tensorflow-serving-apt \
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stable tensorflow-model-server tensorflow-model-server-universal" > \
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/etc/apt/sources.list.d/tensorflow-serving.list && \
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curl https://storage.googleapis.com/tensorflow-serving-apt/tensorflow-serving.release.pub.gpg | apt-key add - && \
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apt-get update && apt-get install -y tensorflow-model-server && \
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pip install grpcio tensorflow-serving-client tensorflow-serving-api
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#add cron sesrvice.
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#每分钟，每小时1分钟，每天1点1分，每月1号执行
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RUN apt-get update && apt-get install -y cron vim && \
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mkdir -p /etc/cron.minutely && \
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echo "SHELL=/bin/sh \n\
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PATH=/usr/local/sbin:/usr/local/bin:/sbin:/bin:/usr/sbin:/usr/bin \n\
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# min hour day month weekday command \n\
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*/1 * * * * /bin/run-parts /etc/cron.minutely \n\
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10 * * * * /bin/run-parts /etc/cron.hourly \n\
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20 16 * * * /bin/run-parts /etc/cron.daily \n\
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30 17 1,10,20 * * /bin/run-parts /etc/cron.monthly \n" > /var/spool/cron/crontabs/root && \
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chmod 600 /var/spool/cron/crontabs/root
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#add cron
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RUN echo "#!/usr/bin/env bash \n\
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/usr/sbin/cron \n\
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nohup /bin/sh /data/stock/jobs/run_init.sh & \n\
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nohup /usr/local/bin/tensorboard --logdir=/data/logs/tensorflow & \n\
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nohup /usr/bin/python /data/stock/web/main.py --log-file-prefix=/data/logs/tornado.log --log-file-max-size=0 & \n\
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jupyter notebook --allow-root --NotebookApp.token='token1234' --notebook-dir=/notebooks > /notebooks/jupyter-notebook.log " > /run_jupyter.sh
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#增加 statsmodels lib。
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RUN pip install -U statsmodels
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ENTRYPOINT ["/run_jupyter.sh"] |