#

# python3 em Dockerfile

#

# Pull base image.

FROM python:3.6-stretch

MAINTAINER Alex Cai "cyy0523xc@gmail.com"

# 安装基础库

# fasttext依赖于cython

# 安装auto-sklearn

# auto-sklearn依赖于swig

# auto-sklearn的依赖包:

# setuptools

# nose

# Cython

# numpy>=1.9.0,<=1.14.5

# scipy>=0.14.1

# scikit-learn>=0.19,<0.20

# xgboost>=0.80

# lockfile

# joblib

# psutil

# pyyaml

# liac-arff

# pandas

# ConfigSpace>=0.4.0,<0.5

# pynisher>=0.4.2

# pyrfr>=0.7,<0.8

# smac==0.8

RUN apt-get update -y \

&& apt-get install -y --no-install-recommends \

swig \

&& curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt | xargs -n 1 -L 1 pip install \

&& pip install auto-sklearn \

&& pip install jieba jieba-fast fasttext \

&& pip install xgboost lightgbm catboost \

&& apt-get clean \

&& rm -r /var/lib/apt/lists/*

# 安装server相关服务包

# celery4.2.1暂时只支持redis2.10的版本，升级到3会报错

RUN pip --no-cache-dir install \

redis \

pyarrow \

fastparquet \

jsonschema \

PyMySQL \

mysqlclient \

celery[redis,msgpack] \

flower

# 安装server服务常用包

RUN pip --no-cache-dir install \

flask \

flask_restful \

flask_script \

flask_migrate \

flask_sqlalchemy \

Flask-Celery-Helper \

fire \

requests \

pyjwt \

passlib \

chardet \

xlrd

# 终端设置

# 默认值是dumb，这时在终端操作时可能会出现：terminal is not fully functional

ENV TERM xterm

# 解决时区问题

ENV TZ "Asia/Shanghai"