关于框架:联邦学习FATE框架安装搭建-CentOS8

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联邦学习

    FATE (Federated AI Technology Enabler) 是微众银行 AI 部门发动的开源我的项目,为联邦学习生态系统提供了牢靠的平安计算框架。FATE 我的项目应用多方平安计算 (MPC) 以及同态加密 (HE) 技术构建底层平安计算协定,以此反对不同品种的机器学习的平安计算,包含逻辑回归、基于树的算法、深度学习和迁徙学习等。

FATE 官方网站:https://fate.fedai.org/

FATE 文档:https://fate.readthedocs.io/

装置与配置 -Python3.6 装置

[root@localhost ~]# yum -y install epel-release
Last metadata expiration check: 0:09:06 ago on Tue 01 Jun 2021 10:40:09 AM CST.
Dependencies resolved.
=============================================================================================================================================================================================
 Package                                          Architecture                               Version                                        Repository                                  Size
=============================================================================================================================================================================================
Installing:
 epel-release                                     noarch                                     8-8.el8                                        extras                                      23 k

Transaction Summary
=============================================================================================================================================================================================
Install  1 Package

Total download size: 23 k
Installed size: 32 k
Downloading Packages:
epel-release-8-8.el8.noarch.rpm                                                                                                                               33 kB/s |  23 kB     00:00    
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Total                                                                                                                                                         17 kB/s |  23 kB     00:01     
Running transaction check
Transaction check succeeded.
Running transaction test
Transaction test succeeded.
Running transaction
  Preparing        :                                                                                                                                                                     1/1 
  Installing       : epel-release-8-8.el8.noarch                                                                                                                                         1/1 
  Running scriptlet: epel-release-8-8.el8.noarch                                                                                                                                         1/1 
  Verifying        : epel-release-8-8.el8.noarch                                                                                                                                         1/1 

Installed:
  epel-release-8-8.el8.noarch                                                                                                                                                                

Complete!
[root@localhost ~]# yum -y install python36
Extra Packages for Enterprise Linux Modular 8 - x86_64                                                                                                       673 kB/s | 610 kB     00:00    
Extra Packages for Enterprise Linux 8 - x86_64                                                                                                               6.9 MB/s | 9.4 MB     00:01    
Dependencies resolved.
=============================================================================================================================================================================================
 Package                                       Architecture                      Version                                                          Repository                            Size
=============================================================================================================================================================================================
Installing:
 python36                                      x86_64                            3.6.8-37.module_el8.5.0+771+e5d9a225                             appstream                             19 k
Installing dependencies:
 python3-pip                                   noarch                            9.0.3-19.el8                                                     appstream                             20 k
 python3-setuptools                            noarch                            39.2.0-6.el8                                                     baseos                               163 k
Enabling module streams:
 python36                                                                        3.6                                                                                                        

Transaction Summary
=============================================================================================================================================================================================
Install  3 Packages

Total download size: 201 k
Installed size: 466 k
Downloading Packages:
(1/3): python3-setuptools-39.2.0-6.el8.noarch.rpm                                                                                                            687 kB/s | 163 kB     00:00    
(2/3): python3-pip-9.0.3-19.el8.noarch.rpm                                                                                                                    47 kB/s |  20 kB     00:00    
(3/3): python36-3.6.8-37.module_el8.5.0+771+e5d9a225.x86_64.rpm                                                                                               46 kB/s |  19 kB     00:00    
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Total                                                                                                                                                        151 kB/s | 201 kB     00:01     
Running transaction check
Transaction check succeeded.
Running transaction test
Transaction test succeeded.
Running transaction
  Preparing        :                                                                                                                                                                     1/1 
  Installing       : python3-setuptools-39.2.0-6.el8.noarch                                                                                                                              1/3 
  Installing       : python36-3.6.8-37.module_el8.5.0+771+e5d9a225.x86_64                                                                                                                2/3 
  Running scriptlet: python36-3.6.8-37.module_el8.5.0+771+e5d9a225.x86_64                                                                                                                2/3 
  Installing       : python3-pip-9.0.3-19.el8.noarch                                                                                                                                     3/3 
  Running scriptlet: python3-pip-9.0.3-19.el8.noarch                                                                                                                                     3/3 
  Verifying        : python3-pip-9.0.3-19.el8.noarch                                                                                                                                     1/3 
  Verifying        : python36-3.6.8-37.module_el8.5.0+771+e5d9a225.x86_64                                                                                                                2/3 
  Verifying        : python3-setuptools-39.2.0-6.el8.noarch                                                                                                                              3/3 

Installed:
  python3-pip-9.0.3-19.el8.noarch                      python3-setuptools-39.2.0-6.el8.noarch                      python36-3.6.8-37.module_el8.5.0+771+e5d9a225.x86_64                     

Complete!
[root@localhost ~]#

装置 virtualenv 和 virtualenvwrapper

    virtualenv 是一个创立断绝的 Python 环境的工具。virtualenv 创立一个蕴含所有必要的可执行文件的文件夹,用来应用 Python 工程所需的包,同时能够使不同利用开发环境独立,环境降级不影响其余利用,也不会影响全局的 python 环境,它能够避免零碎中呈现包管理混乱和版本的抵触。

[root@localhost ~]# pip3 install virtualenv
WARNING: Running pip install with root privileges is generally not a good idea. Try `pip3 install --user` instead.
Collecting virtualenv
  Downloading https://files.pythonhosted.org/packages/03/08/f819421002e85a71d58368f7bffbe0b1921325e0e8ca7857cb5fb0e1f7c1/virtualenv-20.4.7-py2.py3-none-any.whl (7.2MB)
    100% |████████████████████████████████| 7.2MB 163kB/s 
Collecting appdirs<2,>=1.4.3 (from virtualenv)
  Downloading https://files.pythonhosted.org/packages/3b/00/2344469e2084fb287c2e0b57b72910309874c3245463acd6cf5e3db69324/appdirs-1.4.4-py2.py3-none-any.whl
Collecting importlib-metadata>=0.12; python_version < "3.8" (from virtualenv)
  Downloading https://files.pythonhosted.org/packages/0b/05/9215a7ea1110477bd85375941327857c6a78beb0fbb9d1c2652e28fd04a0/importlib_metadata-4.4.0-py3-none-any.whl
Requirement already satisfied: six<2,>=1.9.0 in /usr/lib/python3.6/site-packages (from virtualenv)
Collecting importlib-resources>=1.0; python_version < "3.7" (from virtualenv)
  Downloading https://files.pythonhosted.org/packages/a4/30/b230b6586bcf6b80752ae42979f3b0da70bbde977d2b73eafd20c693b3db/importlib_resources-5.1.4-py3-none-any.whl
Collecting filelock<4,>=3.0.0 (from virtualenv)
  Downloading https://files.pythonhosted.org/packages/93/83/71a2ee6158bb9f39a90c0dea1637f81d5eef866e188e1971a1b1ab01a35a/filelock-3.0.12-py3-none-any.whl
Collecting distlib<1,>=0.3.1 (from virtualenv)
  Downloading https://files.pythonhosted.org/packages/87/26/f6a23dd3e578132cf924e0dd5d4e055af0cd4ab43e2a9f10b7568bfb39d9/distlib-0.3.2-py2.py3-none-any.whl (338kB)
    100% |████████████████████████████████| 348kB 415kB/s 
Collecting zipp>=0.5 (from importlib-metadata>=0.12; python_version < "3.8"->virtualenv)
  Downloading https://files.pythonhosted.org/packages/0f/8c/715c54e9e34c0c4820f616a913a7de3337d0cd79074dd1bed4dd840f16ae/zipp-3.4.1-py3-none-any.whl
Collecting typing-extensions>=3.6.4; python_version < "3.8" (from importlib-metadata>=0.12; python_version < "3.8"->virtualenv)
  Downloading https://files.pythonhosted.org/packages/2e/35/6c4fff5ab443b57116cb1aad46421fb719bed2825664e8fe77d66d99bcbc/typing_extensions-3.10.0.0-py3-none-any.whl
Installing collected packages: appdirs, zipp, typing-extensions, importlib-metadata, importlib-resources, filelock, distlib, virtualenv
Successfully installed appdirs-1.4.4 distlib-0.3.2 filelock-3.0.12 importlib-metadata-4.4.0 importlib-resources-5.1.4 typing-extensions-3.10.0.0 virtualenv-20.4.7 zipp-3.4.1

[root@localhost ~]# pip3 install virtualenvwrapper
WARNING: Running pip install with root privileges is generally not a good idea. Try `pip3 install --user` instead.
Collecting virtualenvwrapper
  Downloading https://files.pythonhosted.org/packages/c1/6b/2f05d73b2d2f2410b48b90d3783a0034c26afa534a4a95ad5f1178d61191/virtualenvwrapper-4.8.4.tar.gz (334kB)
    100% |████████████████████████████████| 337kB 1.7MB/s 
Requirement already satisfied: virtualenv in /usr/local/lib/python3.6/site-packages (from virtualenvwrapper)
Collecting virtualenv-clone (from virtualenvwrapper)
  Downloading https://files.pythonhosted.org/packages/83/b8/cd931487d250565392c39409117436d910232c8a3ac09ea2fb62a6c47bff/virtualenv_clone-0.5.4-py2.py3-none-any.whl
Collecting stevedore (from virtualenvwrapper)
  Downloading https://files.pythonhosted.org/packages/d4/49/b602307aeac3df3384ff1fcd05da9c0376c622a6c48bb5325f28ab165b57/stevedore-3.3.0-py3-none-any.whl (49kB)
    100% |████████████████████████████████| 51kB 8.4MB/s 
Requirement already satisfied: appdirs<2,>=1.4.3 in /usr/local/lib/python3.6/site-packages (from virtualenv->virtualenvwrapper)
Requirement already satisfied: importlib-metadata>=0.12; python_version < "3.8" in /usr/local/lib/python3.6/site-packages (from virtualenv->virtualenvwrapper)
Requirement already satisfied: importlib-resources>=1.0; python_version < "3.7" in /usr/local/lib/python3.6/site-packages (from virtualenv->virtualenvwrapper)
Requirement already satisfied: six<2,>=1.9.0 in /usr/lib/python3.6/site-packages (from virtualenv->virtualenvwrapper)
Requirement already satisfied: filelock<4,>=3.0.0 in /usr/local/lib/python3.6/site-packages (from virtualenv->virtualenvwrapper)
Requirement already satisfied: distlib<1,>=0.3.1 in /usr/local/lib/python3.6/site-packages (from virtualenv->virtualenvwrapper)
Collecting pbr!=2.1.0,>=2.0.0 (from stevedore->virtualenvwrapper)
  Downloading https://files.pythonhosted.org/packages/18/e0/1d4702dd81121d04a477c272d47ee5b6bc970d1a0990b11befa275c55cf2/pbr-5.6.0-py2.py3-none-any.whl (111kB)
    100% |████████████████████████████████| 112kB 6.8MB/s 
Requirement already satisfied: typing-extensions>=3.6.4; python_version < "3.8" in /usr/local/lib/python3.6/site-packages (from importlib-metadata>=0.12; python_version < "3.8"->virtualenv->virtualenvwrapper)
Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.6/site-packages (from importlib-metadata>=0.12; python_version < "3.8"->virtualenv->virtualenvwrapper)
Installing collected packages: virtualenv-clone, pbr, stevedore, virtualenvwrapper
  Running setup.py install for virtualenvwrapper ... done
Successfully installed pbr-5.6.0 stevedore-3.3.0 virtualenv-clone-0.5.4 virtualenvwrapper-4.8.4
[root@localhost ~]#

装置 Java1.8

[root@localhost ~]# yum install java
Last metadata expiration check: 0:11:27 ago on Tue 01 Jun 2021 10:49:33 AM CST.
Dependencies resolved.
=============================================================================================================================================================================================
 Package                                              Architecture                    Version                                                       Repository                          Size
=============================================================================================================================================================================================
Installing:
 java-1.8.0-openjdk                                   x86_64                          1:1.8.0.292.b10-2.el8                                         appstream                          336 k
Installing dependencies:
 alsa-lib                                             x86_64                          1.2.4-5.el8                                                   appstream                          471 k
 atk                                                  x86_64                          2.28.1-1.el8                                                  appstream                          272 k
 avahi-libs                                           x86_64                          0.7-20.el8                                                    baseos                              62 k
 cairo                                                x86_64                          1.15.12-3.el8                                                 appstream                          721 k
 copy-jdk-configs                                     noarch                          3.7-4.el8                                                     appstream                           27 k
 cups-libs                                            x86_64                          1:2.2.6-40.el8                                                baseos                             433 k
 dejavu-fonts-common                                  noarch                          2.35-7.el8                                                    baseos                              74 k
 dejavu-sans-fonts                                    noarch                          2.35-7.el8                                                    baseos                             1.6 M
 fontconfig                                           x86_64                          2.13.1-3.el8                                                  baseos                             275 k
 fontpackages-filesystem                              noarch                          1.44-22.el8                                                   baseos                              16 k
 fribidi                                              x86_64                          1.0.4-8.el8                                                   appstream                           89 k
 gdk-pixbuf2                                          x86_64                          2.36.12-5.el8                                                 baseos                             467 k
 gdk-pixbuf2-modules                                  x86_64                          2.36.12-5.el8                                                 appstream                          109 k
 giflib                                               x86_64                          5.1.4-3.el8                                                   appstream                           51 k
 graphite2                                            x86_64                          1.3.10-10.el8                                                 appstream                          122 k
 gtk-update-icon-cache                                x86_64                          3.22.30-6.el8                                                 appstream                           32 k
 harfbuzz                                             x86_64                          1.7.5-3.el8                                                   appstream                          295 k
 hicolor-icon-theme                                   noarch                          0.17-2.el8                                                    appstream                           49 k
 jasper-libs                                          x86_64                          2.0.14-4.el8                                                  appstream                          167 k
 java-1.8.0-openjdk-headless                          x86_64                          1:1.8.0.292.b10-2.el8                                         appstream                           34 M
 javapackages-filesystem                              noarch                          5.3.0-1.module_el8.0.0+11+5b8c10bd                            appstream                           30 k
 jbigkit-libs                                         x86_64                          2.1-14.el8                                                    appstream                           55 k
 libX11                                               x86_64                          1.6.8-4.el8                                                   appstream                          611 k
 libX11-common                                        noarch                          1.6.8-4.el8                                                   appstream                          158 k
 libXau                                               x86_64                          1.0.9-3.el8                                                   appstream                           37 k
 libXcomposite                                        x86_64                          0.4.4-14.el8                                                  appstream                           28 k
 libXcursor                                           x86_64                          1.1.15-3.el8                                                  appstream                           36 k
 libXdamage                                           x86_64                          1.1.4-14.el8                                                  appstream                           27 k
 libXext                                              x86_64                          1.3.4-1.el8                                                   appstream                           45 k
 libXfixes                                            x86_64                          5.0.3-7.el8                                                   appstream                           25 k
 libXft                                               x86_64                          2.3.3-1.el8                                                   appstream                           67 k
 libXi                                                x86_64                          1.7.10-1.el8                                                  appstream                           49 k
 libXinerama                                          x86_64                          1.1.4-1.el8                                                   appstream                           16 k
 libXrandr                                            x86_64                          1.5.2-1.el8                                                   appstream                           34 k
 libXrender                                           x86_64                          0.9.10-7.el8                                                  appstream                           33 k
 libXtst                                              x86_64                          1.2.3-7.el8                                                   appstream                           22 k
 libdatrie                                            x86_64                          0.2.9-7.el8                                                   appstream                           33 k
 libfontenc                                           x86_64                          1.1.3-8.el8                                                   appstream                           37 k
 libjpeg-turbo                                        x86_64                          1.5.3-10.el8                                                  appstream                          156 k
 libthai                                              x86_64                          0.1.27-2.el8                                                  appstream                          203 k
 libtiff                                              x86_64                          4.0.9-18.el8                                                  appstream                          188 k
 libxcb                                               x86_64                          1.13.1-1.el8                                                  appstream                          229 k
 lksctp-tools                                         x86_64                          1.0.18-3.el8                                                  baseos                             100 k
 lua                                                  x86_64                          5.3.4-11.el8                                                  appstream                          193 k
 nspr                                                 x86_64                          4.25.0-2.el8_2                                                appstream                          142 k
 nss                                                  x86_64                          3.53.1-17.el8_3                                               appstream                          723 k
 nss-softokn                                          x86_64                          3.53.1-17.el8_3                                               appstream                          484 k
 nss-softokn-freebl                                   x86_64                          3.53.1-17.el8_3                                               appstream                          376 k
 nss-sysinit                                          x86_64                          3.53.1-17.el8_3                                               appstream                           72 k
 nss-util                                             x86_64                          3.53.1-17.el8_3                                               appstream                          136 k
 pango                                                x86_64                          1.42.4-6.el8                                                  appstream                          298 k
 pixman                                               x86_64                          0.38.4-1.el8                                                  appstream                          257 k
 ttmkfdir                                             x86_64                          3.0.9-54.el8                                                  appstream                           62 k
 tzdata-java                                          noarch                          2021a-1.el8                                                   appstream                          192 k
 xorg-x11-font-utils                                  x86_64                          1:7.5-41.el8                                                  appstream                          104 k
 xorg-x11-fonts-Type1                                 noarch                          7.5-19.el8                                                    appstream                          522 k
Installing weak dependencies:
 gtk2                                                 x86_64                          2.24.32-5.el8                                                 appstream                          3.4 M
Enabling module streams:
 javapackages-runtime                                                                 201801                                                                                                

Transaction Summary
=============================================================================================================================================================================================
Install  58 Packages

Total download size: 48 M
Installed size: 163 M
Is this ok [y/N]: y
Downloading Packages:
(1/58): atk-2.28.1-1.el8.x86_64.rpm                                                                                                                          380 kB/s | 272 kB     00:00    
(2/58): copy-jdk-configs-3.7-4.el8.noarch.rpm                                                                                                                322 kB/s |  27 kB     00:00    
(3/58): alsa-lib-1.2.4-5.el8.x86_64.rpm                                                                                                                      517 kB/s | 471 kB     00:00    
(4/58): fribidi-1.0.4-8.el8.x86_64.rpm                                                                                                                       601 kB/s |  89 kB     00:00    
(5/58): giflib-5.1.4-3.el8.x86_64.rpm                                                                                                                        395 kB/s |  51 kB     00:00    
(6/58): gdk-pixbuf2-modules-2.36.12-5.el8.x86_64.rpm                                                                                                         618 kB/s | 109 kB     00:00    
(7/58): cairo-1.15.12-3.el8.x86_64.rpm                                                                                                                       660 kB/s | 721 kB     00:01    
(8/58): gtk-update-icon-cache-3.22.30-6.el8.x86_64.rpm                                                                                                       334 kB/s |  32 kB     00:00    
(9/58): graphite2-1.3.10-10.el8.x86_64.rpm                                                                                                                   809 kB/s | 122 kB     00:00    
(10/58): hicolor-icon-theme-0.17-2.el8.noarch.rpm                                                                                                            500 kB/s |  49 kB     00:00    
(11/58): harfbuzz-1.7.5-3.el8.x86_64.rpm                                                                                                                     752 kB/s | 295 kB     00:00    
(12/58): jasper-libs-2.0.14-4.el8.x86_64.rpm                                                                                                                 637 kB/s | 167 kB     00:00    
(13/58): java-1.8.0-openjdk-1.8.0.292.b10-2.el8.x86_64.rpm                                                                                                   664 kB/s | 336 kB     00:00    
(14/58): javapackages-filesystem-5.3.0-1.module_el8.0.0+11+5b8c10bd.noarch.rpm                                                                               305 kB/s |  30 kB     00:00    
(15/58): jbigkit-libs-2.1-14.el8.x86_64.rpm                                                                                                                  465 kB/s |  55 kB     00:00    
(16/58): libX11-1.6.8-4.el8.x86_64.rpm                                                                                                                       675 kB/s | 611 kB     00:00    
(17/58): libX11-common-1.6.8-4.el8.noarch.rpm                                                                                                                539 kB/s | 158 kB     00:00    
(18/58): libXau-1.0.9-3.el8.x86_64.rpm                                                                                                                       308 kB/s |  37 kB     00:00    
(19/58): libXcomposite-0.4.4-14.el8.x86_64.rpm                                                                                                               286 kB/s |  28 kB     00:00    
(20/58): libXcursor-1.1.15-3.el8.x86_64.rpm                                                                                                                  310 kB/s |  36 kB     00:00    
(21/58): libXdamage-1.1.4-14.el8.x86_64.rpm                                                                                                                  379 kB/s |  27 kB     00:00    
(22/58): libXext-1.3.4-1.el8.x86_64.rpm                                                                                                                      491 kB/s |  45 kB     00:00    
(23/58): libXfixes-5.0.3-7.el8.x86_64.rpm                                                                                                                    363 kB/s |  25 kB     00:00    
(24/58): libXft-2.3.3-1.el8.x86_64.rpm                                                                                                                       523 kB/s |  67 kB     00:00    
(25/58): libXi-1.7.10-1.el8.x86_64.rpm                                                                                                                       474 kB/s |  49 kB     00:00    
(26/58): libXinerama-1.1.4-1.el8.x86_64.rpm                                                                                                                  289 kB/s |  16 kB     00:00    
(27/58): libXrandr-1.5.2-1.el8.x86_64.rpm                                                                                                                    418 kB/s |  34 kB     00:00    
(28/58): libXrender-0.9.10-7.el8.x86_64.rpm                                                                                                                  339 kB/s |  33 kB     00:00    
(29/58): libXtst-1.2.3-7.el8.x86_64.rpm                                                                                                                      338 kB/s |  22 kB     00:00    
(30/58): libdatrie-0.2.9-7.el8.x86_64.rpm                                                                                                                    351 kB/s |  33 kB     00:00    
(31/58): libfontenc-1.1.3-8.el8.x86_64.rpm                                                                                                                   347 kB/s |  37 kB     00:00    
(32/58): gtk2-2.24.32-5.el8.x86_64.rpm                                                                                                                       912 kB/s | 3.4 MB     00:03    
(33/58): libjpeg-turbo-1.5.3-10.el8.x86_64.rpm                                                                                                               668 kB/s | 156 kB     00:00    
(34/58): libthai-0.1.27-2.el8.x86_64.rpm                                                                                                                     704 kB/s | 203 kB     00:00    
(35/58): libtiff-4.0.9-18.el8.x86_64.rpm                                                                                                                     740 kB/s | 188 kB     00:00    
(36/58): lua-5.3.4-11.el8.x86_64.rpm                                                                                                                         697 kB/s | 193 kB     00:00    
(37/58): libxcb-1.13.1-1.el8.x86_64.rpm                                                                                                                      726 kB/s | 229 kB     00:00    
(38/58): nspr-4.25.0-2.el8_2.x86_64.rpm                                                                                                                      621 kB/s | 142 kB     00:00    
(39/58): nss-3.53.1-17.el8_3.x86_64.rpm                                                                                                                      808 kB/s | 723 kB     00:00    
(40/58): nss-softokn-3.53.1-17.el8_3.x86_64.rpm                                                                                                              693 kB/s | 484 kB     00:00    
(41/58): nss-sysinit-3.53.1-17.el8_3.x86_64.rpm                                                                                                              324 kB/s |  72 kB     00:00    
(42/58): nss-util-3.53.1-17.el8_3.x86_64.rpm                                                                                                                 579 kB/s | 136 kB     00:00    
(43/58): nss-softokn-freebl-3.53.1-17.el8_3.x86_64.rpm                                                                                                       653 kB/s | 376 kB     00:00    
(44/58): pango-1.42.4-6.el8.x86_64.rpm                                                                                                                       726 kB/s | 298 kB     00:00    
(45/58): pixman-0.38.4-1.el8.x86_64.rpm                                                                                                                      692 kB/s | 257 kB     00:00    
(46/58): ttmkfdir-3.0.9-54.el8.x86_64.rpm                                                                                                                    696 kB/s |  62 kB     00:00    
(47/58): xorg-x11-font-utils-7.5-41.el8.x86_64.rpm                                                                                                           571 kB/s | 104 kB     00:00    
(48/58): tzdata-java-2021a-1.el8.noarch.rpm                                                                                                                  804 kB/s | 192 kB     00:00    
(49/58): avahi-libs-0.7-20.el8.x86_64.rpm                                                                                                                    316 kB/s |  62 kB     00:00    
(50/58): cups-libs-2.2.6-40.el8.x86_64.rpm                                                                                                                   1.5 MB/s | 433 kB     00:00    
(51/58): xorg-x11-fonts-Type1-7.5-19.el8.noarch.rpm                                                                                                          1.0 MB/s | 522 kB     00:00    
(52/58): dejavu-fonts-common-2.35-7.el8.noarch.rpm                                                                                                           983 kB/s |  74 kB     00:00    
(53/58): fontconfig-2.13.1-3.el8.x86_64.rpm                                                                                                                  1.6 MB/s | 275 kB     00:00    
(54/58): fontpackages-filesystem-1.44-22.el8.noarch.rpm                                                                                                      295 kB/s |  16 kB     00:00    
(55/58): gdk-pixbuf2-2.36.12-5.el8.x86_64.rpm                                                                                                                1.8 MB/s | 467 kB     00:00    
(56/58): lksctp-tools-1.0.18-3.el8.x86_64.rpm                                                                                                                1.3 MB/s | 100 kB     00:00    
(57/58): dejavu-sans-fonts-2.35-7.el8.noarch.rpm                                                                                                              65 kB/s | 1.6 MB     00:24    
(58/58): java-1.8.0-openjdk-headless-1.8.0.292.b10-2.el8.x86_64.rpm                                                                                          1.1 MB/s |  34 MB     00:32    
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Total                                                                                                                                                        1.4 MB/s |  48 MB     00:34     
Running transaction check
Transaction check succeeded.
Running transaction test
Transaction test succeeded.
Running transaction
  Running scriptlet: copy-jdk-configs-3.7-4.el8.noarch                                                                                                                                   1/1 
  Running scriptlet: java-1.8.0-openjdk-headless-1:1.8.0.292.b10-2.el8.x86_64                                                                                                            1/1 
  Preparing        :                                                                                                                                                                     1/1 
  Installing       : nspr-4.25.0-2.el8_2.x86_64                                                                                                                                         1/58 
  Running scriptlet: nspr-4.25.0-2.el8_2.x86_64                                                                                                                                         1/58 
  Installing       : libjpeg-turbo-1.5.3-10.el8.x86_64                                                                                                                                  2/58 
  Installing       : nss-util-3.53.1-17.el8_3.x86_64                                                                                                                                    3/58 
  Installing       : gdk-pixbuf2-2.36.12-5.el8.x86_64                                                                                                                                   4/58 
  Running scriptlet: gdk-pixbuf2-2.36.12-5.el8.x86_64                                                                                                                                   4/58 
  Installing       : fontpackages-filesystem-1.44-22.el8.noarch                                                                                                                         5/58 
  Installing       : dejavu-fonts-common-2.35-7.el8.noarch                                                                                                                              6/58 
  Installing       : dejavu-sans-fonts-2.35-7.el8.noarch                                                                                                                                7/58 
  Installing       : fontconfig-2.13.1-3.el8.x86_64                                                                                                                                     8/58 
  Running scriptlet: fontconfig-2.13.1-3.el8.x86_64                                                                                                                                     8/58 
  Installing       : gtk-update-icon-cache-3.22.30-6.el8.x86_64                                                                                                                         9/58 
  Installing       : nss-softokn-freebl-3.53.1-17.el8_3.x86_64                                                                                                                         10/58 
  Installing       : nss-softokn-3.53.1-17.el8_3.x86_64                                                                                                                                11/58 
  Installing       : nss-3.53.1-17.el8_3.x86_64                                                                                                                                        12/58 
  Installing       : nss-sysinit-3.53.1-17.el8_3.x86_64                                                                                                                                13/58 
  Installing       : jasper-libs-2.0.14-4.el8.x86_64                                                                                                                                   14/58 
  Installing       : lksctp-tools-1.0.18-3.el8.x86_64                                                                                                                                  15/58 
  Running scriptlet: lksctp-tools-1.0.18-3.el8.x86_64                                                                                                                                  15/58 
  Installing       : avahi-libs-0.7-20.el8.x86_64                                                                                                                                      16/58 
  Installing       : cups-libs-1:2.2.6-40.el8.x86_64                                                                                                                                   17/58 
  Installing       : tzdata-java-2021a-1.el8.noarch                                                                                                                                    18/58 
  Installing       : ttmkfdir-3.0.9-54.el8.x86_64                                                                                                                                      19/58 
  Installing       : pixman-0.38.4-1.el8.x86_64                                                                                                                                        20/58 
  Installing       : lua-5.3.4-11.el8.x86_64                                                                                                                                           21/58 
  Installing       : copy-jdk-configs-3.7-4.el8.noarch                                                                                                                                 22/58 
  Installing       : libfontenc-1.1.3-8.el8.x86_64                                                                                                                                     23/58 
  Installing       : xorg-x11-font-utils-1:7.5-41.el8.x86_64                                                                                                                           24/58 
  Installing       : xorg-x11-fonts-Type1-7.5-19.el8.noarch                                                                                                                            25/58 
  Running scriptlet: xorg-x11-fonts-Type1-7.5-19.el8.noarch                                                                                                                            25/58 
  Installing       : libdatrie-0.2.9-7.el8.x86_64                                                                                                                                      26/58 
  Running scriptlet: libdatrie-0.2.9-7.el8.x86_64                                                                                                                                      26/58 
  Installing       : libthai-0.1.27-2.el8.x86_64                                                                                                                                       27/58 
  Running scriptlet: libthai-0.1.27-2.el8.x86_64                                                                                                                                       27/58 
  Installing       : libXau-1.0.9-3.el8.x86_64                                                                                                                                         28/58 
  Installing       : libxcb-1.13.1-1.el8.x86_64                                                                                                                                        29/58 
  Installing       : libX11-common-1.6.8-4.el8.noarch                                                                                                                                  30/58 
  Installing       : libX11-1.6.8-4.el8.x86_64                                                                                                                                         31/58 
  Installing       : libXext-1.3.4-1.el8.x86_64                                                                                                                                        32/58 
  Installing       : libXrender-0.9.10-7.el8.x86_64                                                                                                                                    33/58 
  Installing       : libXi-1.7.10-1.el8.x86_64                                                                                                                                         34/58 
  Installing       : libXfixes-5.0.3-7.el8.x86_64                                                                                                                                      35/58 
  Installing       : cairo-1.15.12-3.el8.x86_64                                                                                                                                        36/58 
  Installing       : libXcomposite-0.4.4-14.el8.x86_64                                                                                                                                 37/58 
  Installing       : libXcursor-1.1.15-3.el8.x86_64                                                                                                                                    38/58 
  Installing       : libXdamage-1.1.4-14.el8.x86_64                                                                                                                                    39/58 
  Installing       : libXtst-1.2.3-7.el8.x86_64                                                                                                                                        40/58 
  Installing       : libXft-2.3.3-1.el8.x86_64                                                                                                                                         41/58 
  Installing       : libXrandr-1.5.2-1.el8.x86_64                                                                                                                                      42/58 
  Installing       : libXinerama-1.1.4-1.el8.x86_64                                                                                                                                    43/58 
  Installing       : jbigkit-libs-2.1-14.el8.x86_64                                                                                                                                    44/58 
  Running scriptlet: jbigkit-libs-2.1-14.el8.x86_64                                                                                                                                    44/58 
  Installing       : libtiff-4.0.9-18.el8.x86_64                                                                                                                                       45/58 
  Installing       : gdk-pixbuf2-modules-2.36.12-5.el8.x86_64                                                                                                                          46/58 
  Installing       : javapackages-filesystem-5.3.0-1.module_el8.0.0+11+5b8c10bd.noarch                                                                                                 47/58 
  Installing       : java-1.8.0-openjdk-headless-1:1.8.0.292.b10-2.el8.x86_64                                                                                                          48/58 
  Running scriptlet: java-1.8.0-openjdk-headless-1:1.8.0.292.b10-2.el8.x86_64                                                                                                          48/58 
  Installing       : hicolor-icon-theme-0.17-2.el8.noarch                                                                                                                              49/58 
  Installing       : graphite2-1.3.10-10.el8.x86_64                                                                                                                                    50/58 
  Installing       : harfbuzz-1.7.5-3.el8.x86_64                                                                                                                                       51/58 
  Running scriptlet: harfbuzz-1.7.5-3.el8.x86_64                                                                                                                                       51/58 
  Installing       : giflib-5.1.4-3.el8.x86_64                                                                                                                                         52/58 
  Installing       : fribidi-1.0.4-8.el8.x86_64                                                                                                                                        53/58 
  Installing       : pango-1.42.4-6.el8.x86_64                                                                                                                                         54/58 
  Running scriptlet: pango-1.42.4-6.el8.x86_64                                                                                                                                         54/58 
  Installing       : atk-2.28.1-1.el8.x86_64                                                                                                                                           55/58 
  Installing       : gtk2-2.24.32-5.el8.x86_64                                                                                                                                         56/58 
  Running scriptlet: gtk2-2.24.32-5.el8.x86_64                                                                                                                                         56/58 
  Installing       : alsa-lib-1.2.4-5.el8.x86_64                                                                                                                                       57/58 
  Running scriptlet: alsa-lib-1.2.4-5.el8.x86_64                                                                                                                                       57/58 
  Installing       : java-1.8.0-openjdk-1:1.8.0.292.b10-2.el8.x86_64                                                                                                                   58/58 
  Running scriptlet: java-1.8.0-openjdk-1:1.8.0.292.b10-2.el8.x86_64                                                                                                                   58/58 
  Running scriptlet: nss-3.53.1-17.el8_3.x86_64                                                                                                                                        58/58 
  Running scriptlet: copy-jdk-configs-3.7-4.el8.noarch                                                                                                                                 58/58 
  Running scriptlet: java-1.8.0-openjdk-1:1.8.0.292.b10-2.el8.x86_64                                                                                                                   58/58 
  Running scriptlet: gdk-pixbuf2-2.36.12-5.el8.x86_64                                                                                                                                  58/58 
  Running scriptlet: fontconfig-2.13.1-3.el8.x86_64                                                                                                                                    58/58 
  Running scriptlet: hicolor-icon-theme-0.17-2.el8.noarch                                                                                                                              58/58 
  Verifying        : alsa-lib-1.2.4-5.el8.x86_64                                                                                                                                        1/58 
  Verifying        : atk-2.28.1-1.el8.x86_64                                                                                                                                            2/58 
  Verifying        : cairo-1.15.12-3.el8.x86_64                                                                                                                                         3/58 
  Verifying        : copy-jdk-configs-3.7-4.el8.noarch                                                                                                                                  4/58 
  Verifying        : fribidi-1.0.4-8.el8.x86_64                                                                                                                                         5/58 
  Verifying        : gdk-pixbuf2-modules-2.36.12-5.el8.x86_64                                                                                                                           6/58 
  Verifying        : giflib-5.1.4-3.el8.x86_64                                                                                                                                          7/58 
  Verifying        : graphite2-1.3.10-10.el8.x86_64                                                                                                                                     8/58 
  Verifying        : gtk-update-icon-cache-3.22.30-6.el8.x86_64                                                                                                                         9/58 
  Verifying        : gtk2-2.24.32-5.el8.x86_64                                                                                                                                         10/58 
  Verifying        : harfbuzz-1.7.5-3.el8.x86_64                                                                                                                                       11/58 
  Verifying        : hicolor-icon-theme-0.17-2.el8.noarch                                                                                                                              12/58 
  Verifying        : jasper-libs-2.0.14-4.el8.x86_64                                                                                                                                   13/58 
  Verifying        : java-1.8.0-openjdk-1:1.8.0.292.b10-2.el8.x86_64                                                                                                                   14/58 
  Verifying        : java-1.8.0-openjdk-headless-1:1.8.0.292.b10-2.el8.x86_64                                                                                                          15/58 
  Verifying        : javapackages-filesystem-5.3.0-1.module_el8.0.0+11+5b8c10bd.noarch                                                                                                 16/58 
  Verifying        : jbigkit-libs-2.1-14.el8.x86_64                                                                                                                                    17/58 
  Verifying        : libX11-1.6.8-4.el8.x86_64                                                                                                                                         18/58 
  Verifying        : libX11-common-1.6.8-4.el8.noarch                                                                                                                                  19/58 
  Verifying        : libXau-1.0.9-3.el8.x86_64                                                                                                                                         20/58 
  Verifying        : libXcomposite-0.4.4-14.el8.x86_64                                                                                                                                 21/58 
  Verifying        : libXcursor-1.1.15-3.el8.x86_64                                                                                                                                    22/58 
  Verifying        : libXdamage-1.1.4-14.el8.x86_64                                                                                                                                    23/58 
  Verifying        : libXext-1.3.4-1.el8.x86_64                                                                                                                                        24/58 
  Verifying        : libXfixes-5.0.3-7.el8.x86_64                                                                                                                                      25/58 
  Verifying        : libXft-2.3.3-1.el8.x86_64                                                                                                                                         26/58 
  Verifying        : libXi-1.7.10-1.el8.x86_64                                                                                                                                         27/58 
  Verifying        : libXinerama-1.1.4-1.el8.x86_64                                                                                                                                    28/58 
  Verifying        : libXrandr-1.5.2-1.el8.x86_64                                                                                                                                      29/58 
  Verifying        : libXrender-0.9.10-7.el8.x86_64                                                                                                                                    30/58 
  Verifying        : libXtst-1.2.3-7.el8.x86_64                                                                                                                                        31/58 
  Verifying        : libdatrie-0.2.9-7.el8.x86_64                                                                                                                                      32/58 
  Verifying        : libfontenc-1.1.3-8.el8.x86_64                                                                                                                                     33/58 
  Verifying        : libjpeg-turbo-1.5.3-10.el8.x86_64                                                                                                                                 34/58 
  Verifying        : libthai-0.1.27-2.el8.x86_64                                                                                                                                       35/58 
  Verifying        : libtiff-4.0.9-18.el8.x86_64                                                                                                                                       36/58 
  Verifying        : libxcb-1.13.1-1.el8.x86_64                                                                                                                                        37/58 
  Verifying        : lua-5.3.4-11.el8.x86_64                                                                                                                                           38/58 
  Verifying        : nspr-4.25.0-2.el8_2.x86_64                                                                                                                                        39/58 
  Verifying        : nss-3.53.1-17.el8_3.x86_64                                                                                                                                        40/58 
  Verifying        : nss-softokn-3.53.1-17.el8_3.x86_64                                                                                                                                41/58 
  Verifying        : nss-softokn-freebl-3.53.1-17.el8_3.x86_64                                                                                                                         42/58 
  Verifying        : nss-sysinit-3.53.1-17.el8_3.x86_64                                                                                                                                43/58 
  Verifying        : nss-util-3.53.1-17.el8_3.x86_64                                                                                                                                   44/58 
  Verifying        : pango-1.42.4-6.el8.x86_64                                                                                                                                         45/58 
  Verifying        : pixman-0.38.4-1.el8.x86_64                                                                                                                                        46/58 
  Verifying        : ttmkfdir-3.0.9-54.el8.x86_64                                                                                                                                      47/58 
  Verifying        : tzdata-java-2021a-1.el8.noarch                                                                                                                                    48/58 
  Verifying        : xorg-x11-font-utils-1:7.5-41.el8.x86_64                                                                                                                           49/58 
  Verifying        : xorg-x11-fonts-Type1-7.5-19.el8.noarch                                                                                                                            50/58 
  Verifying        : avahi-libs-0.7-20.el8.x86_64                                                                                                                                      51/58 
  Verifying        : cups-libs-1:2.2.6-40.el8.x86_64                                                                                                                                   52/58 
  Verifying        : dejavu-fonts-common-2.35-7.el8.noarch                                                                                                                             53/58 
  Verifying        : dejavu-sans-fonts-2.35-7.el8.noarch                                                                                                                               54/58 
  Verifying        : fontconfig-2.13.1-3.el8.x86_64                                                                                                                                    55/58 
  Verifying        : fontpackages-filesystem-1.44-22.el8.noarch                                                                                                                        56/58 
  Verifying        : gdk-pixbuf2-2.36.12-5.el8.x86_64                                                                                                                                  57/58 
  Verifying        : lksctp-tools-1.0.18-3.el8.x86_64                                                                                                                                  58/58 

Installed:
  alsa-lib-1.2.4-5.el8.x86_64                                   atk-2.28.1-1.el8.x86_64                                                avahi-libs-0.7-20.el8.x86_64                        
  cairo-1.15.12-3.el8.x86_64                                    copy-jdk-configs-3.7-4.el8.noarch                                      cups-libs-1:2.2.6-40.el8.x86_64                     
  dejavu-fonts-common-2.35-7.el8.noarch                         dejavu-sans-fonts-2.35-7.el8.noarch                                    fontconfig-2.13.1-3.el8.x86_64                      
  fontpackages-filesystem-1.44-22.el8.noarch                    fribidi-1.0.4-8.el8.x86_64                                             gdk-pixbuf2-2.36.12-5.el8.x86_64                    
  gdk-pixbuf2-modules-2.36.12-5.el8.x86_64                      giflib-5.1.4-3.el8.x86_64                                              graphite2-1.3.10-10.el8.x86_64                      
  gtk-update-icon-cache-3.22.30-6.el8.x86_64                    gtk2-2.24.32-5.el8.x86_64                                              harfbuzz-1.7.5-3.el8.x86_64                         
  hicolor-icon-theme-0.17-2.el8.noarch                          jasper-libs-2.0.14-4.el8.x86_64                                        java-1.8.0-openjdk-1:1.8.0.292.b10-2.el8.x86_64     
  java-1.8.0-openjdk-headless-1:1.8.0.292.b10-2.el8.x86_64      javapackages-filesystem-5.3.0-1.module_el8.0.0+11+5b8c10bd.noarch      jbigkit-libs-2.1-14.el8.x86_64                      
  libX11-1.6.8-4.el8.x86_64                                     libX11-common-1.6.8-4.el8.noarch                                       libXau-1.0.9-3.el8.x86_64                           
  libXcomposite-0.4.4-14.el8.x86_64                             libXcursor-1.1.15-3.el8.x86_64                                         libXdamage-1.1.4-14.el8.x86_64                      
  libXext-1.3.4-1.el8.x86_64                                    libXfixes-5.0.3-7.el8.x86_64                                           libXft-2.3.3-1.el8.x86_64                           
  libXi-1.7.10-1.el8.x86_64                                     libXinerama-1.1.4-1.el8.x86_64                                         libXrandr-1.5.2-1.el8.x86_64                        
  libXrender-0.9.10-7.el8.x86_64                                libXtst-1.2.3-7.el8.x86_64                                             libdatrie-0.2.9-7.el8.x86_64                        
  libfontenc-1.1.3-8.el8.x86_64                                 libjpeg-turbo-1.5.3-10.el8.x86_64                                      libthai-0.1.27-2.el8.x86_64                         
  libtiff-4.0.9-18.el8.x86_64                                   libxcb-1.13.1-1.el8.x86_64                                             lksctp-tools-1.0.18-3.el8.x86_64                    
  lua-5.3.4-11.el8.x86_64                                       nspr-4.25.0-2.el8_2.x86_64                                             nss-3.53.1-17.el8_3.x86_64                          
  nss-softokn-3.53.1-17.el8_3.x86_64                            nss-softokn-freebl-3.53.1-17.el8_3.x86_64                              nss-sysinit-3.53.1-17.el8_3.x86_64                  
  nss-util-3.53.1-17.el8_3.x86_64                               pango-1.42.4-6.el8.x86_64                                              pixman-0.38.4-1.el8.x86_64                          
  ttmkfdir-3.0.9-54.el8.x86_64                                  tzdata-java-2021a-1.el8.noarch                                         xorg-x11-font-utils-1:7.5-41.el8.x86_64             
  xorg-x11-fonts-Type1-7.5-19.el8.noarch                       

Complete!
[root@localhost ~]#

验证

[root@localhost ~]# java -version
openjdk version "1.8.0_292"
OpenJDK Runtime Environment (build 1.8.0_292-b10)
OpenJDK 64-Bit Server VM (build 25.292-b10, mixed mode)
[root@localhost ~]# 

MySQL 装置

[root@localhost ~]# yum install wget
Last metadata expiration check: 0:15:39 ago on Tue 01 Jun 2021 10:49:33 AM CST.
Dependencies resolved.
=============================================================================================================================================================================================
 Package                                  Architecture                               Version                                             Repository                                     Size
=============================================================================================================================================================================================
Installing:
 wget                                     x86_64                                     1.19.5-10.el8                                       appstream                                     734 k

Transaction Summary
=============================================================================================================================================================================================
Install  1 Package

Total download size: 734 k
Installed size: 2.8 M
Is this ok [y/N]: y
Downloading Packages:
wget-1.19.5-10.el8.x86_64.rpm                                                                                                                                1.3 MB/s | 734 kB     00:00    
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Total                                                                                                                                                        571 kB/s | 734 kB     00:01     
Running transaction check
Transaction check succeeded.
Running transaction test
Transaction test succeeded.
Running transaction
  Preparing        :                                                                                                                                                                     1/1 
  Installing       : wget-1.19.5-10.el8.x86_64                                                                                                                                           1/1 
  Running scriptlet: wget-1.19.5-10.el8.x86_64                                                                                                                                           1/1 
  Verifying        : wget-1.19.5-10.el8.x86_64                                                                                                                                           1/1 

Installed:
  wget-1.19.5-10.el8.x86_64                                                                                                                                                                  

Complete!
[root@localhost ~]# wget https://repo.mysql.com//mysql80-community-release-el8-1.noarch.rpm
--2021-06-01 11:05:17--  https://repo.mysql.com//mysql80-community-release-el8-1.noarch.rpm
Resolving repo.mysql.com (repo.mysql.com)... 23.204.250.61
Connecting to repo.mysql.com (repo.mysql.com)|23.204.250.61|:443... connected.
HTTP request sent, awaiting response... 200 OK
Length: 30388 (30K) [application/x-redhat-package-manager]
Saving to:‘mysql80-community-release-el8-1.noarch.rpm’mysql80-community-release-el8-1.noarch.rpm      100%[====================================================================================================>]  29.68K   161KB/s    in 0.2s    

2021-06-01 11:05:18 (161 KB/s) -‘mysql80-community-release-el8-1.noarch.rpm’saved [30388/30388]

[root@localhost ~]# 
[root@localhost ~]# 
[root@localhost ~]# yum install mysql80-community-release-el8-1.noarch.rpm 
Last metadata expiration check: 0:15:55 ago on Tue 01 Jun 2021 10:49:33 AM CST.
Dependencies resolved.
=============================================================================================================================================================================================
 Package                                                   Architecture                           Version                                 Repository                                    Size
=============================================================================================================================================================================================
Installing:
 mysql80-community-release                                 noarch                                 el8-1                                   @commandline                                  30 k

Transaction Summary
=============================================================================================================================================================================================
Install  1 Package

Total size: 30 k
Installed size: 29 k
Is this ok [y/N]: y
Downloading Packages:
Running transaction check
Transaction check succeeded.
Running transaction test
Transaction test succeeded.
Running transaction
  Preparing        :                                                                                                                                                                     1/1 
  Installing       : mysql80-community-release-el8-1.noarch                                                                                                                              1/1 
  Verifying        : mysql80-community-release-el8-1.noarch                                                                                                                              1/1 

Installed:
  mysql80-community-release-el8-1.noarch                                                                                                                                                     

Complete!
[root@localhost ~]# yum update
MySQL 8.0 Community Server                                                                                                                                   1.0 MB/s | 1.7 MB     00:01    
MySQL Connectors Community                                                                                                                                    65 kB/s |  62 kB     00:00    
MySQL Tools Community                                                                                                                                        217 kB/s | 271 kB     00:01    
Last metadata expiration check: 0:00:01 ago on Tue 01 Jun 2021 11:05:37 AM CST.
Dependencies resolved.
=============================================================================================================================================================================================
 Package                                           Architecture                                Version                                       Repository                                 Size
=============================================================================================================================================================================================
Upgrading:
 epel-release                                      noarch                                      8-10.el8                                      epel                                       22 k

Transaction Summary
=============================================================================================================================================================================================
Upgrade  1 Package

Total download size: 22 k
Is this ok [y/N]: y
Downloading Packages:
epel-release-8-10.el8.noarch.rpm                                                                                                                             145 kB/s |  22 kB     00:00    
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Total                                                                                                                                                         40 kB/s |  22 kB     00:00     
warning: /var/cache/dnf/epel-6519ee669354a484/packages/epel-release-8-10.el8.noarch.rpm: Header V4 RSA/SHA256 Signature, key ID 2f86d6a1: NOKEY
Extra Packages for Enterprise Linux 8 - x86_64                                                                                                               1.6 MB/s | 1.6 kB     00:00    
Importing GPG key 0x2F86D6A1:
 Userid     : "Fedora EPEL (8) <epel@fedoraproject.org>"
 Fingerprint: 94E2 79EB 8D8F 25B2 1810 ADF1 21EA 45AB 2F86 D6A1
 From       : /etc/pki/rpm-gpg/RPM-GPG-KEY-EPEL-8
Is this ok [y/N]: y
Key imported successfully
Running transaction check
Transaction check succeeded.
Running transaction test
Transaction test succeeded.
Running transaction
  Preparing        :                                                                                                                                                                     1/1 
  Running scriptlet: epel-release-8-10.el8.noarch                                                                                                                                        1/1 
  Upgrading        : epel-release-8-10.el8.noarch                                                                                                                                        1/2 
  Cleanup          : epel-release-8-8.el8.noarch                                                                                                                                         2/2 
  Running scriptlet: epel-release-8-8.el8.noarch                                                                                                                                         2/2 
  Verifying        : epel-release-8-10.el8.noarch                                                                                                                                        1/2 
  Verifying        : epel-release-8-8.el8.noarch                                                                                                                                         2/2 

Upgraded:
  epel-release-8-10.el8.noarch                                                                                                                                                               

Complete!
[root@localhost ~]# yum repolist enabled | grep "mysql.*-community.*"
mysql-connectors-community MySQL Connectors Community
mysql-tools-community      MySQL Tools Community
mysql80-community          MySQL 8.0 Community Server
[root@localhost ~]#

禁用 mysql 模块

(仅限 EL8 零碎)基于 EL8 的零碎(例如 RHEL8 和 Oracle Linux 8)蕴含一个默认启用的 MySQL 模块。除非禁用此模块,否则它会屏蔽 MySQL 存储库提供的包。要禁用蕴含的模块并使 MySQL 存储库包可见,请应用以下命令(对于启用 dnf 的零碎,将命令中的 yum 替换 为 dnf)

[root@localhost ~]#  yum module disable mysql
MySQL 8.0 Community Server                                                                                                                                   8.0 kB/s | 2.6 kB     00:00    
MySQL Connectors Community                                                                                                                                   8.0 kB/s | 2.6 kB     00:00    
MySQL Tools Community                                                                                                                                        8.0 kB/s | 2.6 kB     00:00    
MySQL Tools Preview                                                                                                                                          7.6 kB/s | 2.4 kB     00:00    
MySQL Cluster 8.0 Community                                                                                                                                  7.9 kB/s | 2.6 kB     00:00    
Dependencies resolved.
=============================================================================================================================================================================================
 Package                                      Architecture                                Version                                         Repository                                    Size
=============================================================================================================================================================================================
Disabling modules:
 mysql                                                                                                                                                                                      

Transaction Summary
=============================================================================================================================================================================================

Is this ok [y/N]: y
Complete!
[root@localhost ~]#

装置 mysql-community-server

[root@localhost ~]# yum install mysql-community-server
Last metadata expiration check: 0:00:08 ago on Tue 01 Jun 2021 11:28:46 AM CST.
Dependencies resolved.
=============================================================================================================================================================================================
 Package                                             Architecture                Version                                                        Repository                              Size
=============================================================================================================================================================================================
Installing:
 mysql-community-server                              x86_64                      8.0.25-1.el8                                                   mysql80-community                       53 M
Installing dependencies:
 mysql-community-client                              x86_64                      8.0.25-1.el8                                                   mysql80-community                       13 M
 mysql-community-client-plugins                      x86_64                      8.0.25-1.el8                                                   mysql80-community                       98 k
 mysql-community-common                              x86_64                      8.0.25-1.el8                                                   mysql80-community                      618 k
 mysql-community-libs                                x86_64                      8.0.25-1.el8                                                   mysql80-community                      1.4 M
 net-tools                                           x86_64                      2.0-0.52.20160912git.el8                                       baseos                                 322 k
 perl-Carp                                           noarch                      1.42-396.el8                                                   baseos                                  30 k
 perl-Data-Dumper                                    x86_64                      2.167-399.el8                                                  baseos                                  58 k
 perl-Digest                                         noarch                      1.17-395.el8                                                   appstream                               27 k
 perl-Digest-MD5                                     x86_64                      2.55-396.el8                                                   appstream                               37 k
 perl-Encode                                         x86_64                      4:2.97-3.el8                                                   baseos                                 1.5 M
 perl-Errno                                          x86_64                      1.28-419.el8                                                   baseos                                  76 k
 perl-Exporter                                       noarch                      5.72-396.el8                                                   baseos                                  34 k
 perl-File-Path                                      noarch                      2.15-2.el8                                                     baseos                                  38 k
 perl-File-Temp                                      noarch                      0.230.600-1.el8                                                baseos                                  63 k
 perl-Getopt-Long                                    noarch                      1:2.50-4.el8                                                   baseos                                  63 k
 perl-HTTP-Tiny                                      noarch                      0.074-1.el8                                                    baseos                                  58 k
 perl-IO                                             x86_64                      1.38-419.el8                                                   baseos                                 142 k
 perl-MIME-Base64                                    x86_64                      3.15-396.el8                                                   baseos                                  31 k
 perl-Net-SSLeay                                     x86_64                      1.88-1.module_el8.4.0+517+be1595ff                             appstream                              379 k
 perl-PathTools                                      x86_64                      3.74-1.el8                                                     baseos                                  90 k
 perl-Pod-Escapes                                    noarch                      1:1.07-395.el8                                                 baseos                                  20 k
 perl-Pod-Perldoc                                    noarch                      3.28-396.el8                                                   baseos                                  86 k
 perl-Pod-Simple                                     noarch                      1:3.35-395.el8                                                 baseos                                 213 k
 perl-Pod-Usage                                      noarch                      4:1.69-395.el8                                                 baseos                                  34 k
 perl-Scalar-List-Utils                              x86_64                      3:1.49-2.el8                                                   baseos                                  68 k
 perl-Socket                                         x86_64                      4:2.027-3.el8                                                  baseos                                  59 k
 perl-Storable                                       x86_64                      1:3.11-3.el8                                                   baseos                                  98 k
 perl-Term-ANSIColor                                 noarch                      4.06-396.el8                                                   baseos                                  46 k
 perl-Term-Cap                                       noarch                      1.17-395.el8                                                   baseos                                  23 k
 perl-Text-ParseWords                                noarch                      3.30-395.el8                                                   baseos                                  18 k
 perl-Text-Tabs+Wrap                                 noarch                      2013.0523-395.el8                                              baseos                                  24 k
 perl-Time-Local                                     noarch                      1:1.280-1.el8                                                  baseos                                  34 k
 perl-URI                                            noarch                      1.73-3.el8                                                     appstream                              116 k
 perl-Unicode-Normalize                              x86_64                      1.25-396.el8                                                   baseos                                  82 k
 perl-constant                                       noarch                      1.33-396.el8                                                   baseos                                  25 k
 perl-interpreter                                    x86_64                      4:5.26.3-419.el8                                               baseos                                 6.3 M
 perl-libnet                                         noarch                      3.11-3.el8                                                     appstream                              121 k
 perl-libs                                           x86_64                      4:5.26.3-419.el8                                               baseos                                 1.6 M
 perl-macros                                         x86_64                      4:5.26.3-419.el8                                               baseos                                  72 k
 perl-parent                                         noarch                      1:0.237-1.el8                                                  baseos                                  20 k
 perl-podlators                                      noarch                      4.11-1.el8                                                     baseos                                 118 k
 perl-threads                                        x86_64                      1:2.21-2.el8                                                   baseos                                  61 k
 perl-threads-shared                                 x86_64                      1.58-2.el8                                                     baseos                                  48 k
Installing weak dependencies:
 perl-IO-Socket-IP                                   noarch                      0.39-5.el8                                                     appstream                               47 k
 perl-IO-Socket-SSL                                  noarch                      2.066-4.module_el8.4.0+517+be1595ff                            appstream                              298 k
 perl-Mozilla-CA                                     noarch                      20160104-7.module_el8.3.0+416+dee7bcef                         appstream                               15 k
Enabling module streams:
 perl                                                                            5.26                                                                                                       
 perl-IO-Socket-SSL                                                              2.066                                                                                                      
 perl-libwww-perl                                                                6.34                                                                                                       

Transaction Summary
=============================================================================================================================================================================================
Install  47 Packages

Total download size: 81 M
Installed size: 361 M
Is this ok [y/N]: y
Downloading Packages:
(1/47): perl-Digest-MD5-2.55-396.el8.x86_64.rpm                                                                                                              106 kB/s |  37 kB     00:00    
(2/47): perl-Digest-1.17-395.el8.noarch.rpm                                                                                                                   74 kB/s |  27 kB     00:00    
(3/47): perl-IO-Socket-IP-0.39-5.el8.noarch.rpm                                                                                                              118 kB/s |  47 kB     00:00    
(4/47): perl-Mozilla-CA-20160104-7.module_el8.3.0+416+dee7bcef.noarch.rpm                                                                                    292 kB/s |  15 kB     00:00    
(5/47): perl-URI-1.73-3.el8.noarch.rpm                                                                                                                       641 kB/s | 116 kB     00:00    
(6/47): perl-IO-Socket-SSL-2.066-4.module_el8.4.0+517+be1595ff.noarch.rpm                                                                                    772 kB/s | 298 kB     00:00    
(7/47): perl-libnet-3.11-3.el8.noarch.rpm                                                                                                                    696 kB/s | 121 kB     00:00    
(8/47): perl-Net-SSLeay-1.88-1.module_el8.4.0+517+be1595ff.x86_64.rpm                                                                                        878 kB/s | 379 kB     00:00    
(9/47): perl-Carp-1.42-396.el8.noarch.rpm                                                                                                                    235 kB/s |  30 kB     00:00    
(10/47): net-tools-2.0-0.52.20160912git.el8.x86_64.rpm                                                                                                       1.2 MB/s | 322 kB     00:00    
(11/47): perl-Errno-1.28-419.el8.x86_64.rpm                                                                                                                  1.5 MB/s |  76 kB     00:00    
(12/47): perl-Data-Dumper-2.167-399.el8.x86_64.rpm                                                                                                           264 kB/s |  58 kB     00:00    
(13/47): perl-Exporter-5.72-396.el8.noarch.rpm                                                                                                               532 kB/s |  34 kB     00:00    
(14/47): perl-File-Path-2.15-2.el8.noarch.rpm                                                                                                                356 kB/s |  38 kB     00:00    
(15/47): perl-File-Temp-0.230.600-1.el8.noarch.rpm                                                                                                           1.3 MB/s |  63 kB     00:00    
(16/47): perl-HTTP-Tiny-0.074-1.el8.noarch.rpm                                                                                                               736 kB/s |  58 kB     00:00    
(17/47): perl-Getopt-Long-2.50-4.el8.noarch.rpm                                                                                                              479 kB/s |  63 kB     00:00    
(18/47): perl-IO-1.38-419.el8.x86_64.rpm                                                                                                                     2.7 MB/s | 142 kB     00:00    
(19/47): perl-PathTools-3.74-1.el8.x86_64.rpm                                                                                                                1.3 MB/s |  90 kB     00:00    
(20/47): perl-Encode-2.97-3.el8.x86_64.rpm                                                                                                                   3.0 MB/s | 1.5 MB     00:00    
(21/47): perl-MIME-Base64-3.15-396.el8.x86_64.rpm                                                                                                            305 kB/s |  31 kB     00:00    
(22/47): perl-Pod-Escapes-1.07-395.el8.noarch.rpm                                                                                                            500 kB/s |  20 kB     00:00    
(23/47): perl-Pod-Perldoc-3.28-396.el8.noarch.rpm                                                                                                            1.4 MB/s |  86 kB     00:00    
(24/47): perl-Pod-Usage-1.69-395.el8.noarch.rpm                                                                                                              430 kB/s |  34 kB     00:00    
(25/47): perl-Scalar-List-Utils-1.49-2.el8.x86_64.rpm                                                                                                        1.3 MB/s |  68 kB     00:00    
(26/47): perl-Socket-2.027-3.el8.x86_64.rpm                                                                                                                  1.2 MB/s |  59 kB     00:00    
(27/47): perl-Storable-3.11-3.el8.x86_64.rpm                                                                                                                 2.0 MB/s |  98 kB     00:00    
(28/47): perl-Term-ANSIColor-4.06-396.el8.noarch.rpm                                                                                                         938 kB/s |  46 kB     00:00    
(29/47): perl-Term-Cap-1.17-395.el8.noarch.rpm                                                                                                               450 kB/s |  23 kB     00:00    
(30/47): perl-Text-ParseWords-3.30-395.el8.noarch.rpm                                                                                                        379 kB/s |  18 kB     00:00    
(31/47): perl-Text-Tabs+Wrap-2013.0523-395.el8.noarch.rpm                                                                                                    481 kB/s |  24 kB     00:00    
(32/47): perl-Time-Local-1.280-1.el8.noarch.rpm                                                                                                              627 kB/s |  34 kB     00:00    
(33/47): perl-constant-1.33-396.el8.noarch.rpm                                                                                                               505 kB/s |  25 kB     00:00    
(34/47): perl-Unicode-Normalize-1.25-396.el8.x86_64.rpm                                                                                                      1.0 MB/s |  82 kB     00:00    
(35/47): perl-Pod-Simple-3.35-395.el8.noarch.rpm                                                                                                             539 kB/s | 213 kB     00:00    
(36/47): perl-libs-5.26.3-419.el8.x86_64.rpm                                                                                                                 9.2 MB/s | 1.6 MB     00:00    
(37/47): perl-macros-5.26.3-419.el8.x86_64.rpm                                                                                                               506 kB/s |  72 kB     00:00    
(38/47): perl-parent-0.237-1.el8.noarch.rpm                                                                                                                  528 kB/s |  20 kB     00:00    
(39/47): perl-threads-2.21-2.el8.x86_64.rpm                                                                                                                  1.2 MB/s |  61 kB     00:00    
(40/47): perl-threads-shared-1.58-2.el8.x86_64.rpm                                                                                                           1.2 MB/s |  48 kB     00:00    
(41/47): perl-interpreter-5.26.3-419.el8.x86_64.rpm                                                                                                           19 MB/s | 6.3 MB     00:00    
(42/47): perl-podlators-4.11-1.el8.noarch.rpm                                                                                                                597 kB/s | 118 kB     00:00    
(43/47): mysql-community-client-plugins-8.0.25-1.el8.x86_64.rpm                                                                                              141 kB/s |  98 kB     00:00    
(44/47): mysql-community-common-8.0.25-1.el8.x86_64.rpm                                                                                                      548 kB/s | 618 kB     00:01    
(45/47): mysql-community-libs-8.0.25-1.el8.x86_64.rpm                                                                                                        1.8 MB/s | 1.4 MB     00:00    
(46/47): mysql-community-client-8.0.25-1.el8.x86_64.rpm                                                                                                      6.3 MB/s |  13 MB     00:02    
(47/47): mysql-community-server-8.0.25-1.el8.x86_64.rpm                                                                                                       14 MB/s |  53 MB     00:03    
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Total                                                                                                                                                         10 MB/s |  81 MB     00:08     
warning: /var/cache/dnf/mysql80-community-b1f1ed5ba88ce0f8/packages/mysql-community-client-8.0.25-1.el8.x86_64.rpm: Header V3 DSA/SHA1 Signature, key ID 5072e1f5: NOKEY
MySQL 8.0 Community Server                                                                                                                                    27 MB/s |  27 kB     00:00    
Importing GPG key 0x5072E1F5:
 Userid     : "MySQL Release Engineering <mysql-build@oss.oracle.com>"
 Fingerprint: A4A9 4068 76FC BD3C 4567 70C8 8C71 8D3B 5072 E1F5
 From       : /etc/pki/rpm-gpg/RPM-GPG-KEY-mysql
Is this ok [y/N]: y
Key imported successfully
Running transaction check
Transaction check succeeded.
Running transaction test
Transaction test succeeded.
Running transaction
  Preparing        :                                                                                                                                                                     1/1 
  Installing       : mysql-community-common-8.0.25-1.el8.x86_64                                                                                                                         1/47 
  Installing       : mysql-community-client-plugins-8.0.25-1.el8.x86_64                                                                                                                 2/47 
  Installing       : mysql-community-libs-8.0.25-1.el8.x86_64                                                                                                                           3/47 
  Running scriptlet: mysql-community-libs-8.0.25-1.el8.x86_64                                                                                                                           3/47 
  Installing       : mysql-community-client-8.0.25-1.el8.x86_64                                                                                                                         4/47 
  Installing       : perl-Digest-1.17-395.el8.noarch                                                                                                                                    5/47 
  Installing       : perl-Digest-MD5-2.55-396.el8.x86_64                                                                                                                                6/47 
  Installing       : perl-Data-Dumper-2.167-399.el8.x86_64                                                                                                                              7/47 
  Installing       : perl-libnet-3.11-3.el8.noarch                                                                                                                                      8/47 
  Installing       : perl-Net-SSLeay-1.88-1.module_el8.4.0+517+be1595ff.x86_64                                                                                                          9/47 
  Installing       : perl-URI-1.73-3.el8.noarch                                                                                                                                        10/47 
  Installing       : perl-Pod-Escapes-1:1.07-395.el8.noarch                                                                                                                            11/47 
  Installing       : perl-Mozilla-CA-20160104-7.module_el8.3.0+416+dee7bcef.noarch                                                                                                     12/47 
  Installing       : perl-IO-Socket-IP-0.39-5.el8.noarch                                                                                                                               13/47 
  Installing       : perl-Time-Local-1:1.280-1.el8.noarch                                                                                                                              14/47 
  Installing       : perl-IO-Socket-SSL-2.066-4.module_el8.4.0+517+be1595ff.noarch                                                                                                     15/47 
  Installing       : perl-Term-ANSIColor-4.06-396.el8.noarch                                                                                                                           16/47 
  Installing       : perl-Term-Cap-1.17-395.el8.noarch                                                                                                                                 17/47 
  Installing       : perl-File-Temp-0.230.600-1.el8.noarch                                                                                                                             18/47 
  Installing       : perl-Pod-Simple-1:3.35-395.el8.noarch                                                                                                                             19/47 
  Installing       : perl-HTTP-Tiny-0.074-1.el8.noarch                                                                                                                                 20/47 
  Installing       : perl-podlators-4.11-1.el8.noarch                                                                                                                                  21/47 
  Installing       : perl-Pod-Perldoc-3.28-396.el8.noarch                                                                                                                              22/47 
  Installing       : perl-Text-ParseWords-3.30-395.el8.noarch                                                                                                                          23/47 
  Installing       : perl-Pod-Usage-4:1.69-395.el8.noarch                                                                                                                              24/47 
  Installing       : perl-MIME-Base64-3.15-396.el8.x86_64                                                                                                                              25/47 
  Installing       : perl-Storable-1:3.11-3.el8.x86_64                                                                                                                                 26/47 
  Installing       : perl-Getopt-Long-1:2.50-4.el8.noarch                                                                                                                              27/47 
  Installing       : perl-Errno-1.28-419.el8.x86_64                                                                                                                                    28/47 
  Installing       : perl-Socket-4:2.027-3.el8.x86_64                                                                                                                                  29/47 
  Installing       : perl-Encode-4:2.97-3.el8.x86_64                                                                                                                                   30/47 
  Installing       : perl-Carp-1.42-396.el8.noarch                                                                                                                                     31/47 
  Installing       : perl-Exporter-5.72-396.el8.noarch                                                                                                                                 32/47 
  Installing       : perl-libs-4:5.26.3-419.el8.x86_64                                                                                                                                 33/47 
  Installing       : perl-Scalar-List-Utils-3:1.49-2.el8.x86_64                                                                                                                        34/47 
  Installing       : perl-parent-1:0.237-1.el8.noarch                                                                                                                                  35/47 
  Installing       : perl-macros-4:5.26.3-419.el8.x86_64                                                                                                                               36/47 
  Installing       : perl-Text-Tabs+Wrap-2013.0523-395.el8.noarch                                                                                                                      37/47 
  Installing       : perl-Unicode-Normalize-1.25-396.el8.x86_64                                                                                                                        38/47 
  Installing       : perl-File-Path-2.15-2.el8.noarch                                                                                                                                  39/47 
  Installing       : perl-IO-1.38-419.el8.x86_64                                                                                                                                       40/47 
  Installing       : perl-PathTools-3.74-1.el8.x86_64                                                                                                                                  41/47 
  Installing       : perl-constant-1.33-396.el8.noarch                                                                                                                                 42/47 
  Installing       : perl-threads-1:2.21-2.el8.x86_64                                                                                                                                  43/47 
  Installing       : perl-threads-shared-1.58-2.el8.x86_64                                                                                                                             44/47 
  Installing       : perl-interpreter-4:5.26.3-419.el8.x86_64                                                                                                                          45/47 
  Installing       : net-tools-2.0-0.52.20160912git.el8.x86_64                                                                                                                         46/47 
  Running scriptlet: net-tools-2.0-0.52.20160912git.el8.x86_64                                                                                                                         46/47 
  Running scriptlet: mysql-community-server-8.0.25-1.el8.x86_64                                                                                                                        47/47 
  Installing       : mysql-community-server-8.0.25-1.el8.x86_64                                                                                                                        47/47 
  Running scriptlet: mysql-community-server-8.0.25-1.el8.x86_64                                                                                                                        47/47 
[/usr/lib/tmpfiles.d/mysql.conf:23] Line references path below legacy directory /var/run/, updating /var/run/mysqld → /run/mysqld; please update the tmpfiles.d/ drop-in file accordingly.

  Verifying        : perl-Digest-1.17-395.el8.noarch                                                                                                                                    1/47 
  Verifying        : perl-Digest-MD5-2.55-396.el8.x86_64                                                                                                                                2/47 
  Verifying        : perl-IO-Socket-IP-0.39-5.el8.noarch                                                                                                                                3/47 
  Verifying        : perl-IO-Socket-SSL-2.066-4.module_el8.4.0+517+be1595ff.noarch                                                                                                      4/47 
  Verifying        : perl-Mozilla-CA-20160104-7.module_el8.3.0+416+dee7bcef.noarch                                                                                                      5/47 
  Verifying        : perl-Net-SSLeay-1.88-1.module_el8.4.0+517+be1595ff.x86_64                                                                                                          6/47 
  Verifying        : perl-URI-1.73-3.el8.noarch                                                                                                                                         7/47 
  Verifying        : perl-libnet-3.11-3.el8.noarch                                                                                                                                      8/47 
  Verifying        : net-tools-2.0-0.52.20160912git.el8.x86_64                                                                                                                          9/47 
  Verifying        : perl-Carp-1.42-396.el8.noarch                                                                                                                                     10/47 
  Verifying        : perl-Data-Dumper-2.167-399.el8.x86_64                                                                                                                             11/47 
  Verifying        : perl-Encode-4:2.97-3.el8.x86_64                                                                                                                                   12/47 
  Verifying        : perl-Errno-1.28-419.el8.x86_64                                                                                                                                    13/47 
  Verifying        : perl-Exporter-5.72-396.el8.noarch                                                                                                                                 14/47 
  Verifying        : perl-File-Path-2.15-2.el8.noarch                                                                                                                                  15/47 
  Verifying        : perl-File-Temp-0.230.600-1.el8.noarch                                                                                                                             16/47 
  Verifying        : perl-Getopt-Long-1:2.50-4.el8.noarch                                                                                                                              17/47 
  Verifying        : perl-HTTP-Tiny-0.074-1.el8.noarch                                                                                                                                 18/47 
  Verifying        : perl-IO-1.38-419.el8.x86_64                                                                                                                                       19/47 
  Verifying        : perl-MIME-Base64-3.15-396.el8.x86_64                                                                                                                              20/47 
  Verifying        : perl-PathTools-3.74-1.el8.x86_64                                                                                                                                  21/47 
  Verifying        : perl-Pod-Escapes-1:1.07-395.el8.noarch                                                                                                                            22/47 
  Verifying        : perl-Pod-Perldoc-3.28-396.el8.noarch                                                                                                                              23/47 
  Verifying        : perl-Pod-Simple-1:3.35-395.el8.noarch                                                                                                                             24/47 
  Verifying        : perl-Pod-Usage-4:1.69-395.el8.noarch                                                                                                                              25/47 
  Verifying        : perl-Scalar-List-Utils-3:1.49-2.el8.x86_64                                                                                                                        26/47 
  Verifying        : perl-Socket-4:2.027-3.el8.x86_64                                                                                                                                  27/47 
  Verifying        : perl-Storable-1:3.11-3.el8.x86_64                                                                                                                                 28/47 
  Verifying        : perl-Term-ANSIColor-4.06-396.el8.noarch                                                                                                                           29/47 
  Verifying        : perl-Term-Cap-1.17-395.el8.noarch                                                                                                                                 30/47 
  Verifying        : perl-Text-ParseWords-3.30-395.el8.noarch                                                                                                                          31/47 
  Verifying        : perl-Text-Tabs+Wrap-2013.0523-395.el8.noarch                                                                                                                      32/47 
  Verifying        : perl-Time-Local-1:1.280-1.el8.noarch                                                                                                                              33/47 
  Verifying        : perl-Unicode-Normalize-1.25-396.el8.x86_64                                                                                                                        34/47 
  Verifying        : perl-constant-1.33-396.el8.noarch                                                                                                                                 35/47 
  Verifying        : perl-interpreter-4:5.26.3-419.el8.x86_64                                                                                                                          36/47 
  Verifying        : perl-libs-4:5.26.3-419.el8.x86_64                                                                                                                                 37/47 
  Verifying        : perl-macros-4:5.26.3-419.el8.x86_64                                                                                                                               38/47 
  Verifying        : perl-parent-1:0.237-1.el8.noarch                                                                                                                                  39/47 
  Verifying        : perl-podlators-4.11-1.el8.noarch                                                                                                                                  40/47 
  Verifying        : perl-threads-1:2.21-2.el8.x86_64                                                                                                                                  41/47 
  Verifying        : perl-threads-shared-1.58-2.el8.x86_64                                                                                                                             42/47 
  Verifying        : mysql-community-client-8.0.25-1.el8.x86_64                                                                                                                        43/47 
  Verifying        : mysql-community-client-plugins-8.0.25-1.el8.x86_64                                                                                                                44/47 
  Verifying        : mysql-community-common-8.0.25-1.el8.x86_64                                                                                                                        45/47 
  Verifying        : mysql-community-libs-8.0.25-1.el8.x86_64                                                                                                                          46/47 
  Verifying        : mysql-community-server-8.0.25-1.el8.x86_64                                                                                                                        47/47 

Installed:
  mysql-community-client-8.0.25-1.el8.x86_64                           mysql-community-client-plugins-8.0.25-1.el8.x86_64                   mysql-community-common-8.0.25-1.el8.x86_64       
  mysql-community-libs-8.0.25-1.el8.x86_64                             mysql-community-server-8.0.25-1.el8.x86_64                           net-tools-2.0-0.52.20160912git.el8.x86_64        
  perl-Carp-1.42-396.el8.noarch                                        perl-Data-Dumper-2.167-399.el8.x86_64                                perl-Digest-1.17-395.el8.noarch                  
  perl-Digest-MD5-2.55-396.el8.x86_64                                  perl-Encode-4:2.97-3.el8.x86_64                                      perl-Errno-1.28-419.el8.x86_64                   
  perl-Exporter-5.72-396.el8.noarch                                    perl-File-Path-2.15-2.el8.noarch                                     perl-File-Temp-0.230.600-1.el8.noarch            
  perl-Getopt-Long-1:2.50-4.el8.noarch                                 perl-HTTP-Tiny-0.074-1.el8.noarch                                    perl-IO-1.38-419.el8.x86_64                      
  perl-IO-Socket-IP-0.39-5.el8.noarch                                  perl-IO-Socket-SSL-2.066-4.module_el8.4.0+517+be1595ff.noarch        perl-MIME-Base64-3.15-396.el8.x86_64             
  perl-Mozilla-CA-20160104-7.module_el8.3.0+416+dee7bcef.noarch        perl-Net-SSLeay-1.88-1.module_el8.4.0+517+be1595ff.x86_64            perl-PathTools-3.74-1.el8.x86_64                 
  perl-Pod-Escapes-1:1.07-395.el8.noarch                               perl-Pod-Perldoc-3.28-396.el8.noarch                                 perl-Pod-Simple-1:3.35-395.el8.noarch            
  perl-Pod-Usage-4:1.69-395.el8.noarch                                 perl-Scalar-List-Utils-3:1.49-2.el8.x86_64                           perl-Socket-4:2.027-3.el8.x86_64                 
  perl-Storable-1:3.11-3.el8.x86_64                                    perl-Term-ANSIColor-4.06-396.el8.noarch                              perl-Term-Cap-1.17-395.el8.noarch                
  perl-Text-ParseWords-3.30-395.el8.noarch                             perl-Text-Tabs+Wrap-2013.0523-395.el8.noarch                         perl-Time-Local-1:1.280-1.el8.noarch             
  perl-URI-1.73-3.el8.noarch                                           perl-Unicode-Normalize-1.25-396.el8.x86_64                           perl-constant-1.33-396.el8.noarch                
  perl-interpreter-4:5.26.3-419.el8.x86_64                             perl-libnet-3.11-3.el8.noarch                                        perl-libs-4:5.26.3-419.el8.x86_64                
  perl-macros-4:5.26.3-419.el8.x86_64                                  perl-parent-1:0.237-1.el8.noarch                                     perl-podlators-4.11-1.el8.noarch                 
  perl-threads-1:2.21-2.el8.x86_64                                     perl-threads-shared-1.58-2.el8.x86_64                               

Complete!
[root@localhost ~]#

开启 MySQL 并设置开机自启

[root@localhost ~]# systemctl start mysqld
[root@localhost ~]# systemctl status mysqld
● mysqld.service - MySQL Server
   Loaded: loaded (/usr/lib/systemd/system/mysqld.service; enabled; vendor preset: disabled)
   Active: active (running) since Tue 2021-06-01 11:32:23 CST; 3s ago
     Docs: man:mysqld(8)
           http://dev.mysql.com/doc/refman/en/using-systemd.html
  Process: 10288 ExecStartPre=/usr/bin/mysqld_pre_systemd (code=exited, status=0/SUCCESS)
 Main PID: 10360 (mysqld)
   Status: "Server is operational"
    Tasks: 38 (limit: 49311)
   Memory: 442.2M
   CGroup: /system.slice/mysqld.service
           └─10360 /usr/sbin/mysqld

Jun 01 11:32:19 localhost.localdomain systemd[1]: Starting MySQL Server...
Jun 01 11:32:23 localhost.localdomain systemd[1]: Started MySQL Server.
[root@localhost ~]# systemctl enable mysqld
[root@localhost ~]#

查看 MySQL 明码并做批改

[root@localhost ~]# sudo grep 'temporary password' /var/log/mysqld.log
2021-06-01T03:32:20.184056Z 6 [Note] [MY-010454] [Server] A temporary password is generated for root@localhost: 1g8u_2YNP6pF
[root@localhost ~]# 
[root@localhost ~]# mysql -uroot -p
Enter password: 
Welcome to the MySQL monitor.  Commands end with ; or \g.
Your MySQL connection id is 8
Server version: 8.0.25

Copyright (c) 2000, 2021, Oracle and/or its affiliates.

Oracle is a registered trademark of Oracle Corporation and/or its
affiliates. Other names may be trademarks of their respective
owners.

Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.

mysql> ALTER USER 'root'@'localhost' IDENTIFIED BY 'Cby123..';
Query OK, 0 rows affected (0.00 sec)

mysql> ^DBye
[root@localhost ~]# mysql -uroot -p
Enter password: 
Welcome to the MySQL monitor.  Commands end with ; or \g.
Your MySQL connection id is 9
Server version: 8.0.25 MySQL Community Server - GPL

Copyright (c) 2000, 2021, Oracle and/or its affiliates.

Oracle is a registered trademark of Oracle Corporation and/or its
affiliates. Other names may be trademarks of their respective
owners.

Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.

mysql>

装置 tcl

[root@localhost ~]# wget http://downloads.sourceforge.net/tcl/tcl8.6.1-src.tar.gz
[root@localhost ~]# tar xzvf tcl8.6.1-src.tar.gz 
[root@localhost ~]# cd tcl8.6.1
[root@localhost tcl8.6.1]# ls
ChangeLog       ChangeLog.2000  ChangeLog.2002  ChangeLog.2004  ChangeLog.2007  changes  doc      library     license.terms  pkgs    tests  unix
ChangeLog.1999  ChangeLog.2001  ChangeLog.2003  ChangeLog.2005  ChangeLog.2008  compat   generic  libtommath  macosx         README  tools  win
[root@localhost tcl8.6.1]# cd unix/
[root@localhost unix]# ./configure 
[root@localhost unix]# make
[root@localhost unix]# make install

Redis 装置

[root@localhost ~]# wget http://download.redis.io/releases/redis-5.0.2.tar.gz
--2021-06-01 16:19:17--  http://download.redis.io/releases/redis-5.0.2.tar.gz
Resolving download.redis.io (download.redis.io)... 45.60.125.1
Connecting to download.redis.io (download.redis.io)|45.60.125.1|:80... connected.
HTTP request sent, awaiting response... 200 OK
Length: 1952989 (1.9M) [application/octet-stream]
Saving to:‘redis-5.0.2.tar.gz’redis-5.0.2.tar.gz                              100%[====================================================================================================>]   1.86M   160KB/s    in 20s     

2021-06-01 16:19:38 (94.2 KB/s) -‘redis-5.0.2.tar.gz’saved [1952989/1952989]

[root@localhost ~]# tar xf redis-5.0.2.tar.gz 
[root@localhost ~]# cd redis-5.0.2
[root@localhost redis-5.0.2]# ls
00-RELEASENOTES  BUGS  CONTRIBUTING  COPYING  deps  INSTALL  Makefile  MANIFESTO  README.md  redis.conf  runtest  runtest-cluster  runtest-sentinel  sentinel.conf  src  tests  utils
[root@localhost redis-5.0.2]# 
[root@localhost redis-5.0.2]# make
[root@localhost redis-5.0.2]# make test
[root@localhost src]# make install PREFIX=/usr/local/redis
[root@localhost redis-5.0.2]# cp redis.conf /usr/local/redis/bin/
[root@localhost bin]# vim redis.conf 
# daemonize:是否当前台 daemon 形式运行。改成 yes
[root@localhost bin]# ./redis-server redis.conf

docker 版本的装置,先装置 docker,官网举荐应用 docker

[root@localhost ~]# curl -fsSL https://get.docker.com | bash -s docker --mirror aliyun
[root@localhost ~]# curl -L https://github.com/docker/compose/releases/download/1.21.0/docker-compose-$(uname -s)-$(uname -m) >  /usr/local/bin/docker-compose
  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current
                                 Dload  Upload   Total   Spent    Left  Speed
100   633  100   633    0     0    646      0 --:--:-- --:--:-- --:--:--   645
100 10.3M  100 10.3M    0     0  3488k      0  0:00:03  0:00:03 --:--:-- 7845k
[root@localhost ~]# chmod +x /usr/local/bin/docker-compose
[root@localhost ~]#  docker-compose -version
docker-compose version 1.21.0, build 5920eb0
[root@localhost ~]#

下载 FATE 的 docker 版本 tar 包

[root@localhost ~]# wget https://webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com/docker_standalone_fate_1.6.0.tar.gz
--2021-06-01 14:33:36--  https://webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com/docker_standalone_fate_1.6.0.tar.gz
Resolving webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com (webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com)... 157.148.42.15, 157.148.42.125, 157.148.42.16, ...
Connecting to webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com (webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com)|157.148.42.15|:443... connected.
HTTP request sent, awaiting response... 200 OK
Length: 3387195831 (3.2G) [application/octet-stream]
Saving to:‘docker_standalone_fate_1.6.0.tar.gz’docker_standalone_fate_1.6.0.tar.gz             100%[====================================================================================================>]   3.15G  16.4MB/s    in 3m 10s  

2021-06-01 14:36:46 (17.0 MB/s) -‘docker_standalone_fate_1.6.0.tar.gz’saved [3387195831/3387195831]

[root@localhost ~]# tar xf docker_standalone_fate_1.6.0.tar.gz 
[root@localhost ~]# ls docker_standalone_fate_1.6.0
fate.tar  install_standalone_docker.sh
[root@localhost ~]#
[root@localhost ~]# systemctl start docker
[root@localhost ~]# systemctl enable docker
Created symlink /etc/systemd/system/multi-user.target.wants/docker.service → /usr/lib/systemd/system/docker.service.
[root@localhost ~]#

应用脚本一键部署装置

[root@localhost ~]# cd docker_standalone_fate_1.6.0
[root@localhost docker_standalone_fate_1.6.0]# bash install_standalone_docker.sh 
4ef54afed780: Loading layer [==================================================>]  119.2MB/119.2MB
6add0d2b5482: Loading layer [==================================================>]   17.1MB/17.1MB
d37096232ed8: Loading layer [==================================================>]  17.85MB/17.85MB
17bdf5e22660: Loading layer [==================================================>]    150MB/150MB
a995c5106335: Loading layer [==================================================>]  520.4MB/520.4MB
97be79495d2a: Loading layer [==================================================>]   18.5MB/18.5MB
b3b4d14f7bc3: Loading layer [==================================================>]  46.27MB/46.27MB
8704124c1733: Loading layer [==================================================>]  4.608kB/4.608kB
f9150e47dbd4: Loading layer [==================================================>]  7.771MB/7.771MB
e94cd7f7c243: Loading layer [==================================================>]  2.048kB/2.048kB
eec950ffde0a: Loading layer [==================================================>]   2.56kB/2.56kB
50cb316bab14: Loading layer [==================================================>]  3.222GB/3.222GB
c25d46e1ccab: Loading layer [==================================================>]  207.2MB/207.2MB
df5d901d8f7f: Loading layer [==================================================>]  1.364MB/1.364MB
9048f73d0f31: Loading layer [==================================================>]  4.608kB/4.608kB
d8294e71fece: Loading layer [==================================================>]  149.5kB/149.5kB
d0e3e9491b04: Loading layer [==================================================>]  54.97MB/54.97MB
364689455a57: Loading layer [==================================================>]  1.198GB/1.198GB
01e9ec2515d7: Loading layer [==================================================>]  436.3MB/436.3MB
612d5da431ea: Loading layer [==================================================>]   2.56kB/2.56kB
2ee72f471af7: Loading layer [==================================================>]  2.048kB/2.048kB
a30462f24fae: Loading layer [==================================================>]  3.584kB/3.584kB
6d184bc4d38f: Loading layer [==================================================>]  3.584kB/3.584kB
2ae05253db3b: Loading layer [==================================================>]  397.8MB/397.8MB
Loaded image: fate:latest
REPOSITORY   TAG       IMAGE ID       CREATED        SIZE
fate         latest    31f279e888c0   2 months ago   6.35GB
625c1239a7fe808d895b4e33aedada1594e21da2b1814e4888bffa8c728df4c0
CONTAINER ID   IMAGE         COMMAND                  CREATED        STATUS                  PORTS                                       NAMES
625c1239a7fe   fate:latest   "docker-entrypoint.s…"   1 second ago   Up Less than a second   0.0.0.0:8080->8080/tcp, :::8080->8080/tcp   fate
[root@localhost docker_standalone_fate_1.6.0]#

进入容器外部进行单元测试验证操作

[root@localhost docker_standalone_fate_1.6.0]# docker ps -a
CONTAINER ID   IMAGE         COMMAND                  CREATED         STATUS         PORTS                                       NAMES
625c1239a7fe   fate:latest   "docker-entrypoint.s…"   7 minutes ago   Up 6 minutes   0.0.0.0:8080->8080/tcp, :::8080->8080/tcp   fate
[root@localhost docker_standalone_fate_1.6.0]# docker exec -t -i 625c1239a7fe bash
root@625c1239a7fe:/fate# 
root@625c1239a7fe:/fate# 
root@625c1239a7fe:/fate# bash ./python/federatedml/test/run_test.sh
#过程略,文字太多

# 如果胜利,屏幕显示如下:there are 0 failed test

在容器内进行 Toy\_example 测试

root@625c1239a7fe:/fate# python ./examples/toy_example/run_toy_example.py 10000 10000 0
stdout:{
    "data": {
        "board_url": "http://127.0.0.1:8080/index.html#/dashboard?job_id=202106010651173114561&role=guest&party_id=10000",
        "job_dsl_path": "/fate/jobs/202106010651173114561/job_dsl.json",
        "job_id": "202106010651173114561",
        "job_runtime_conf_on_party_path": "/fate/jobs/202106010651173114561/guest/job_runtime_on_party_conf.json",
        "job_runtime_conf_path": "/fate/jobs/202106010651173114561/job_runtime_conf.json",
        "logs_directory": "/fate/logs/202106010651173114561",
        "model_info": {
            "model_id": "guest-10000#host-10000#model",
            "model_version": "202106010651173114561"
        },
        "pipeline_dsl_path": "/fate/jobs/202106010651173114561/pipeline_dsl.json",
        "train_runtime_conf_path": "/fate/jobs/202106010651173114561/train_runtime_conf.json"
    },
    "jobId": "202106010651173114561",
    "retcode": 0,
    "retmsg": "success"
}


job status is waiting
job status is running
[INFO] [2021-06-01 06:51:20,467] [3658:140591244445504] - secure_add_guest.py[line:99]: begin to init parameters of secure add example guest
[INFO] [2021-06-01 06:51:20,468] [3658:140591244445504] - secure_add_guest.py[line:102]: begin to make guest data
[INFO] [2021-06-01 06:51:20,528] [3658:140591244445504] - secure_add_guest.py[line:105]: split data into two random parts
[INFO] [2021-06-01 06:51:20,703] [3658:140591244445504] - secure_add_guest.py[line:108]: share one random part data to host
[INFO] [2021-06-01 06:51:20,826] [3658:140591244445504] - secure_add_guest.py[line:111]: get share of one random part data from host
[INFO] [2021-06-01 06:51:20,939] [3658:140591244445504] - secure_add_guest.py[line:114]: begin to get sum of guest and host
[INFO] [2021-06-01 06:51:21,014] [3658:140591244445504] - secure_add_guest.py[line:117]: receive host sum from guest
[INFO] [2021-06-01 06:51:21,019] [3658:140591244445504] - secure_add_guest.py[line:124]: success to calculate secure_sum, it is 2000.0000000000005
root@625c1239a7fe:/fate#
# 如果胜利,屏幕显示如下:success to calculate secure_sum, it is 2000.0

应用 IP+8080 端口即可拜访可视化界面

单机版 FATE 的装置 — 须要应用 cento7

[root@localhost ~]# yum update
[root@localhost ~]# yum install python3
[root@localhost ~]# yum install java-1.8.0-openjdk
[root@localhost ~]# java -version
[root@localhost ~]# python3
[root@localhost ~]# 
[root@localhost ~]# wget wget https://webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com/standalone_fate_master_1.6.0.tar.gz
--2021-06-01 14:19:25--  http://wget/
Resolving wget (wget)... failed: Name or service not known.
wget: unable to resolve host address‘wget’--2021-06-01 14:19:25--  https://webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com/standalone_fate_master_1.6.0.tar.gz
Resolving webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com (webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com)... 157.148.42.102, 157.148.42.14, 157.148.42.13, ...
Connecting to webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com (webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com)|157.148.42.102|:443... connected.
HTTP request sent, awaiting response... 200 OK
Length: 372891897 (356M) [application/octet-stream]
Saving to:‘standalone_fate_master_1.6.0.tar.gz’standalone_fate_master_1.6.0.tar.gz             100%[====================================================================================================>] 355.62M  16.8MB/s    in 48s     

2021-06-01 14:20:13 (7.42 MB/s) -‘standalone_fate_master_1.6.0.tar.gz’saved [372891897/372891897]

FINISHED --2021-06-01 14:20:13--
Total wall clock time: 48s
Downloaded: 1 files, 356M in 48s (7.42 MB/s)
[root@localhost ~]# 
[root@localhost ~]# 
[root@localhost ~]# netstat -apln|grep 8080
[root@localhost ~]# netstat -apln|grep 9360
[root@localhost ~]# netstat -apln|grep 9380
[root@localhost ~]# 
[root@localhost ~]# 
[root@localhost ~]# tar xf standalone_fate_master_1.6.0.tar.gz 
[root@localhost ~]# ls standalone_fate_master_1.6.0
bin  conf  examples  fateboard  fate.env  files  init.sh  jdk  python  RELEASE.md
[root@localhost ~]#
[root@localhost ~]# cd standalone_fate_master_1.6.0/
[root@localhost standalone_fate_master_1.6.0]# ls
bin  conf  examples  fateboard  fate.env  files  init.sh  jdk  python  RELEASE.md
[root@localhost standalone_fate_master_1.6.0]# 
[root@localhost standalone_fate_master_1.6.0]# 
[root@localhost standalone_fate_master_1.6.0]# bash init.sh init

# 单元测试
[root@localhost standalone_fate_master_1.6.0]# source bin/init_env.sh
[root@localhost standalone_fate_master_1.6.0]# bash ./python/federatedml/test/run_test.sh

# Toy_example 测试 
[root@localhost standalone_fate_master_1.6.0]# source bin/init_env.sh
[root@localhost standalone_fate_master_1.6.0]# python ./examples/toy_example/run_toy_example.py 10000 10000 0

单元测试如果胜利,屏幕显示如下:

there are 0 failed test

Toy\_example 测试如果胜利,屏幕显示如下:

success to calculate secure\_sum, it is 2000.0

注 *:具体版本须要参考该官网文档,旧的版本官网会删掉

https://github.com/FederatedA…

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