tools
These tools just for virtual cloud compute machine learning
docker you can install by yum brew apt-get
deploy.sh is for kubeflow
ks is ksonnet
helm s2i sti docker-compose kubectl minikube
modeldb.jar is for modeldb package ,you need install jdk maven mongodb python3 thrift protobuf grpc nodejs npm sqlite ,then you can run it,some python3 package lore grpc-tools keras tensorflow numpy pandas sklearn anaconda
java -jar modeldb-with-dependency.jar
then you need git clone modeldb.git repo and init sqlite database use modeldb generate_database.sh script then you can cd modeldb frontend directory ,run [npm start]
then you need git clone seldon-core git repo ,and install seldon-core on kubenete,and docker pull some seldon -wrapper tools
minikube kubectl helm ks[ksonnet] s2i docker-compose sti kubeflow you need copy it to /usr/local/bin/ or add then to the path enviroment variable
git clone https://github.com/mitdbg/modeldb.git
git clone https://github.com/SeldonIO/seldon-core.git
git clone thrift
docker pull seldonio/seldon-core-s2i-python3:0.1
docker pull seldonio/core-python-wrapper:0.7
edit at 2018-8-23 am 10:31
some seldon-core docker images do not contain some python package ,you can run it image become container with /bin/bash,then into the container ,edit python package source change to douban ,https://pypi.douban.com/simple ,and pip3 install keras tensorflow pandas scipy grpc-tools. then docker commit this container will become new image
notice : some things was wrong if you want to use helm ,you could choose,one your server must has global vpn proxy to get googleapi reposity in China ,two change the default repo to aliyun and so on
maybe you want download some compoment fast in China low net speed and great firewall block ,
for docker suggest use netease http://hub-mirror.c.163.com
for python pip package use htttps://pypi.douban.com/simple
for helm
for kubenete
for maven use aliyun
for scala sbt use aliyun
for nodejs npm use aliyun
please use yum install the virtualbox rpm package ,because that can download the dependency by itself
yum install VirtualBox-5.2-5.2.16_123759_el7-1.x86_64.rpm
then you do "minikube start " it will download kubenete virtualbox file ,but maybe cannot run ,will has one error !!
[root@10 software]# minikube start
Starting local Kubernetes v1.10.0 cluster... Starting VM... E0828 15:22:55.257507 86755 start.go:168] Error starting host: Error creating host: Error executing step: Running precreate checks. : We support Virtualbox starting with version 5. Your VirtualBox install is "WARNING: The vboxdrv kernel module is not loaded. Either there is no module\n available for the current kernel (3.10.0-862.9.1.el7.x86_64) or it failed to\n load. Please recompile the kernel module and install it by\n\n sudo /sbin/vboxconfig\n\n You will not be able to start VMs until this problem is fixed.\n5.2.18r124319". Please upgrade at https://www.virtualbox.org.
then you do "/usr/lib/virtualbox/vboxdrv.sh setup " but maybe also has error
[root@10 software]# /usr/lib/virtualbox/vboxdrv.sh setup
vboxdrv.sh: Stopping VirtualBox services. vboxdrv.sh: Starting VirtualBox services. vboxdrv.sh: Building VirtualBox kernel modules. This system is currently not set up to build kernel modules. Please install the Linux kernel "header" files matching the current kernel for adding new hardware support to the system. The distribution packages containing the headers are probably: kernel-devel kernel-devel-3.10.0-862.9.1.el7.x86_64
you need to install kernel-devel ,like the system notice
yum install -y kernel-devel-3.10.0-862.9.1.el7.x86_64
then do " /usr/lib/virtualbox/vboxdrv.sh setup " again
final do "minikube start " maybe it will run normally
also you can read this arctile https://blog.csdn.net/liumiaocn/article/details/52041726
when you make install thrift
thrift 0.11.0 yum install ant -y [for java compile ] https://github.com/apache/thrift
http://ftp.wayne.edu/apache/thrift/0.11.0/thrift-0.11.0.tar.gz https://blog.csdn.net/yangzhenzhen/article/details/77823331
./bootstrap.sh ./configure --enable-coverage --with-go=no --with-golang=no make && make install
if make thrift failed beaucse nodejs compile ,you can add args --with-js-no --with-node=no --with-nodejs=no ,maybe it can successsed
when you want to install grpc
git clone https://github.com/grpc/grpc.git cd grpc git submodule update --init make make install
pip3 install grpcio-tools
when you install mongodb
the config file like that
idae - MongoDB config start - 2016-05-02
设置数据文件的存放目录
dbpath = /usr/local/mongodb/bin/data/test/db
设置日志文件的存放目录及其日志文件名
logpath = /usr/local/mongodb/bin/data/test/logs/mongodb.log
设置端口号（默认的端口号是 27017）
port = 27017
设置为以守护进程的方式运行，即在后台运行
fork = true
nohttpinterface = true
nohttpinterface = true
配置远程连接
bind_ip = 0.0.0.0
auth=true
idae - MongoDB config end - 2016-05-02
then create db and log directory mkdir -p /usr/local/mongodb/bin/data/test/db mkdir -p /usr/local/mongodb/bin/data/test/logs/
