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

設(shè)置數(shù)據(jù)文件的存放目錄

dbpath = /usr/local/mongodb/bin/data/test/db

設(shè)置日志文件的存放目錄及其日志文件名

logpath = /usr/local/mongodb/bin/data/test/logs/mongodb.log

設(shè)置端口號（默認(rèn)的端口號是 27017）

port = 27017

設(shè)置為以守護(hù)進(jìn)程的方式運(yùn)行件舵，即在后臺運(yùn)行

fork = true

nohttpinterface = true

nohttpinterface = true

配置遠(yuǎn)程連接

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/