Question

我需要mrsdeploy软件包才能远程部署到Microsoft R Server。我在安装了Microsoft R Open的本地Windows计算机上工作。但是，我已经搬到Mac上，并在上面安装了Microsoft R Open，从我阅读的内容来看，它似乎应该上面已经装有mrsdeploy软件包，但是没有，并且我找不到可以从中获得回购的仓库。如何在Mac的R版本上安装mrsdeploy软件包？

详细信息：

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    Microsoft R Open 3.5.1
    The enhanced R distribution from Microsoft
    Microsoft packages Copyright (C) 2018 Microsoft Corporation

    Multithreaded BLAS/LAPACK libraries detected. Using 4 cores for math algorithms.

    Default CRAN mirror snapshot taken on 2018-08-01.
    See: https://mran.microsoft.com/.

    [R.app GUI 1.70 (7405) x86_64-apple-darwin15.6.0]

会话信息：

sessionInfo（）

    R version 3.5.1 (2018-07-02)
    Platform: x86_64-apple-darwin15.6.0 (64-bit)
    Running under: macOS High Sierra 10.13.5

    Matrix products: default
    BLAS: /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/libBLAS.dylib
    LAPACK: /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/libLAPACK.dylib

    locale:
    [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8

    attached base packages:
    [1] stats     graphics  grDevices utils     datasets  methods   base     

    other attached packages:
    [1] RevoUtils_11.0.1

    loaded via a namespace (and not attached):
    [1] compiler_3.5.1 tools_3.5.1

已安装的软件包：

    ip <- as.data.frame(installed.packages()[,c(1,3:4)])
    rownames(ip) <- NULL
    ip <- ip[is.na(ip$Priority),1:2,drop=FALSE]
    print(ip, row.names=FALSE)

        Package Version
     checkpoint   0.4.4
           curl     3.2
     doParallel  1.0.13
        foreach   1.5.0
      iterators  1.0.10
       jsonlite     1.5
     MicrosoftR 3.5.1.3
            png   0.1-7
             R6   2.2.2
        RevoIOQ  10.0.0
       RevoMods  11.0.1
      RevoUtils  11.0.1
          RUnit  0.4.26

Answer 1

AFAIK，mrsdeploy不包含在Microsoft R Open中。 This page掌握了一些分发信息。除此之外，它也是Microsoft R Client的一部分。不幸的是，Microsoft R Client不适用于Mac，仅适用于Windows和Linux。

Answer 2

正如@nielsberglund指出的那样，Microsoft R Client仅适用于Windows和Linux。我以为Microsoft R Open安装会为此程序包提供客户端，但是我错了（https://mran.microsoft.com/download）。

我的解决方案是执行以下操作：

在VirtualBox上使用ubuntu 16.04 LTS运行VM
按照此处的说明安装客户端：https://docs.microsoft.com/en-us/machine-learning-server/r-client/install-on-linux
将脚本推送到VM并从Mac上运行的VM进行部署。

运行R时，我需要一个mrsdeploy软件包。为了使此工作有效，您可能必须使用端口进行更多的VM配置，并且需要将脚本推送到VM或共享实时使用脚本的目录。

我的目的是减轻重量，并根据上面链接中的安装说明将Dockerfile放在一起。对于任何可以运行Docker并能够使用R Open Client的人来说，这都是一个可移植的解决方案。

# Install as root or sudo
sudo su

# If your system does not have the https apt transport option, add it now
apt-get install apt-transport-https

# Set the package repository location containing the R Client distribution. 
# On Ubuntu 14.04.
# wget http://packages.microsoft.com/config/ubuntu/14.04/prod/packages-microsoft-prod.deb 
# On Ubuntu 16.04.
wget http://packages.microsoft.com/config/ubuntu/16.04/packages-microsoft-prod.deb 

# Register the repo.
dpkg -i packages-microsoft-prod.deb

# Check for microsoft-prod.list configuration file to verify registration.
ls -la /etc/apt/sources.list.d/

# Update packages on your system
apt-get update

# Install the packages
apt-get install microsoft-r-client-packages-3.4.3

# List the packages
ls /opt/microsoft/rclient/

Mac版本的Microsoft R Open上未安装mrsdeploy软件包

2 个答案: