《树莓派4B家庭服务器搭建指南》第二十期:在树莓派运行rsnapshot, 实现对服务器数据低成本增量本地备份


title: 020《树莓派4B家庭服务器搭建指南》第二十期:在树莓派运行rsnapshot, 实现对服务器数据低成本增量本地备份

我的天翼云服务器有/opt/usr/share/nginx两个目录, 用来存储网站的内容, 数据无价, 为了避免珍贵的数据丢失,我决定使用树莓派运行 rsnapshot, 为网站内容做定期备份。

为什么选择rsnapshot ?

  • rsnapshot是基于rsync的开源软件, 原理简单,无后门, 无需强制加密, 备份后的数据所见即所得
  • rsnapshot通过硬链接管理文件, 处于不同文件夹的同一个文件, 只占用一份存储空间, 节省磁盘
  • rsnapshot默认进行增量备份, 节省带宽。
  • rsnapshot长期维护(从2015年开始维护), 功能稳定,在Github的开源仓库https://github.com/rsnapshot/rsnapshot 有2.9k Star,广受好评

安装rsnapshot

 sudo apt install rsnapshot

image-20230817161316501

配置树莓派免密登录云服务器

cd ~/.ssh
ssh-keygen

image-20230817162637385

# 设置密钥权限 
# 公钥644
sudo chmod 644  ~/.ssh/fangyuanxiaozhan.com.pub
# 私钥600
sudo chmod 600  ~/.ssh/fangyuanxiaozhan.com

image-20230817163241171

将公钥发送的远程主机

ssh-copy-id -i ~/.ssh/fangyuanxiaozhan.com.pub 远程主机用户名@远程主机ip或域名

image-20230817164729349

在树莓派创建 ~/.ssh/config 并给与权限600

# 如果已经存在~/.ssh/config 则无需创建
touch ~/.ssh/config
chmod 600 ~/.ssh/config

~/.ssh/config 中填入以下内容

Host 主机ip或域名
HostName 主机ip或域名
User root
IdentityFile ~/.ssh/fangyuanxiaozhan.com

image-20230817164556148

ssh可以免密登录,基于rsync的rsnapshot也可以免密从服务器传输文件了。

按需求修改配置文件

  • 在树莓派创建rsnapshot备份文件夹
# 创建rsnapshot存储数据的根目录
mkdir /opt/rsnapshot
# 创建存储我天翼云服务器数据的目录
mkdir /opt/rsnapshot/CTYun
  • 设置根目录
    修改rsnapshot配置文件/etc/rsnapshot.conf, 将snapshot_root 对应的字段修改为在树莓派创建的根目录
snapshot_root   /opt/rsnapshot/

配置文件配置行之间使用Tab填充,空格会报错,比如snapshot_root(这里用Tab填充)/opt/rsnapshot/

  • 屏蔽本机备份配置

查看/etc/rsnapshot.conf 的底部,我们可以看到很多backup开头的配置行,其中默认的几行,是对树莓派本机的几个目录备份,可以前面添加#屏蔽掉

image-20230817184148071

  • 移除对ssh绝对路径的注释

由于rsnapshot从服务器备份数据依赖了rsync,而rsync又依赖了ssh,所以我们需要将ssh的绝对路径告诉rsnapshot, 也就是将cmd_ssh 所在行开头的#去掉

cmd_ssh /usr/bin/ssh
  • 改变锁文件的位置

lockfile的作用是防止同时运行两个rsnapshot实例,相当于一把锁,这把锁的位置可以由我们自己定义,lockfile的默认位置为/var/run/rsnapshot.pid ,我想以用户名ubuntu的身份运行rsnapshot实例,就要把锁文件位置配置到 ubuntu用户有权限修改的位置,我的处理方式是,新建 /home/ubuntu/.rsnapshot 文件夹

mkdir /home/ubuntu/.rsnapshot

然后将lockfile改为

lockfile /home/ubuntu/.rsnapshot/rsnapshot.pid
  • 备份文件夹的配置

在配置文件尾部追加

# CTYun
backup  root@fangyuanxiaozhan.com:/etc/nginx    ./
backup  root@fangyuanxiaozhan.com:/opt  ./      exclude=/opt/before,exclude=/opt/EasyTypora/node_modules
backup  root@fangyuanxiaozhan.com:/usr/share/nginx/fangyuanxiaozhan.com ./

测试配置文件格式是否正确

rsnapshot configtest

image-20230817191012225

我最终的配置文件(供参考)

#################################################
# rsnapshot.conf - rsnapshot configuration file #
#################################################
#                                               #
# PLEASE BE AWARE OF THE FOLLOWING RULE:        #
#                                               #
# This file requires tabs between elements      #
#                                               #
#################################################

#######################
# CONFIG FILE VERSION #
#######################

config_version  1.2

###########################
# SNAPSHOT ROOT DIRECTORY #
###########################

# All snapshots will be stored under this root directory.
#
snapshot_root   /opt/rsnapshot/CTYun/

# If no_create_root is enabled, rsnapshot will not automatically create the
# snapshot_root directory. This is particularly useful if you are backing
# up to removable media, such as a FireWire or USB drive.
#
#no_create_root 1

#################################
# EXTERNAL PROGRAM DEPENDENCIES #
#################################

# LINUX USERS:   Be sure to uncomment "cmd_cp". This gives you extra features.
# EVERYONE ELSE: Leave "cmd_cp" commented out for compatibility.
#
# See the README file or the man page for more details.
#
cmd_cp          /bin/cp

# uncomment this to use the rm program instead of the built-in perl routine.
#
cmd_rm          /bin/rm

# rsync must be enabled for anything to work. This is the only command that
# must be enabled.
#
cmd_rsync       /usr/bin/rsync

# Uncomment this to enable remote ssh backups over rsync.
#
cmd_ssh /usr/bin/ssh

# Comment this out to disable syslog support.
#
cmd_logger      /usr/bin/logger

# Uncomment this to specify the path to "du" for disk usage checks.
# If you have an older version of "du", you may also want to check the
# "du_args" parameter below.
#
#cmd_du         /usr/bin/du

# Uncomment this to specify the path to rsnapshot-diff.
#
#cmd_rsnapshot_diff     /usr/bin/rsnapshot-diff

# Specify the path to a script (and any optional arguments) to run right
# before rsnapshot syncs files
#
#cmd_preexec    /path/to/preexec/script

# Specify the path to a script (and any optional arguments) to run right
# after rsnapshot syncs files
#
#cmd_postexec   /path/to/postexec/script

# Paths to lvcreate, lvremove, mount and umount commands, for use with
# Linux LVMs.
#
#linux_lvm_cmd_lvcreate /sbin/lvcreate
#linux_lvm_cmd_lvremove /sbin/lvremove
#linux_lvm_cmd_mount    /bin/mount
#linux_lvm_cmd_umount   /bin/umount

#########################################
#     BACKUP LEVELS / INTERVALS         #
# Must be unique and in ascending order #
# e.g. alpha, beta, gamma, etc.         #
#########################################

retain  alpha   6
retain  beta    7
retain  gamma   4
#retain delta   3

############################################
#              GLOBAL OPTIONS              #
# All are optional, with sensible defaults #
############################################

# Verbose level, 1 through 5.
# 1     Quiet           Print fatal errors only
# 2     Default         Print errors and warnings only
# 3     Verbose         Show equivalent shell commands being executed
# 4     Extra Verbose   Show extra verbose information
# 5     Debug mode      Everything
#
verbose         2

# Same as "verbose" above, but controls the amount of data sent to the
# logfile, if one is being used. The default is 3.
# If you want the rsync output, you have to set it to 4
#
loglevel        3

# If you enable this, data will be written to the file you specify. The
# amount of data written is controlled by the "loglevel" parameter.
#
#logfile        /var/log/rsnapshot.log

# If enabled, rsnapshot will write a lockfile to prevent two instances
# from running simultaneously (and messing up the snapshot_root).
# If you enable this, make sure the lockfile directory is not world
# writable. Otherwise anyone can prevent the program from running.
#
lockfile        /home/ubuntu/.rsnapshot/rsnapshot.pid

# By default, rsnapshot check lockfile, check if PID is running
# and if not, consider lockfile as stale, then start
# Enabling this stop rsnapshot if PID in lockfile is not running
#
#stop_on_stale_lockfile         0

# Default rsync args. All rsync commands have at least these options set.
#
#rsync_short_args       -a
#rsync_long_args        --delete --numeric-ids --relative --delete-excluded

# ssh has no args passed by default, but you can specify some here.
#
#ssh_args       -p 22

# Default arguments for the "du" program (for disk space reporting).
# The GNU version of "du" is preferred. See the man page for more details.
# If your version of "du" doesn't support the -h flag, try -k flag instead.
#
#du_args        -csh

# If this is enabled, rsync won't span filesystem partitions within a
# backup point. This essentially passes the -x option to rsync.
# The default is 0 (off).
#
#one_fs         0

# The include and exclude parameters, if enabled, simply get passed directly
# to rsync. If you have multiple include/exclude patterns, put each one on a
# separate line. Please look up the --include and --exclude options in the
# rsync man page for more details on how to specify file name patterns.
#
#include        ???
#include        ???
#exclude        ???
#exclude        ???

# The include_file and exclude_file parameters, if enabled, simply get
# passed directly to rsync. Please look up the --include-from and
# --exclude-from options in the rsync man page for more details.
#
#include_file   /path/to/include/file
#exclude_file   /path/to/exclude/file

# If your version of rsync supports --link-dest, consider enabling this.
# This is the best way to support special files (FIFOs, etc) cross-platform.
# The default is 0 (off).
#
#link_dest      0

# When sync_first is enabled, it changes the default behaviour of rsnapshot.
# Normally, when rsnapshot is called with its lowest interval
# (i.e.: "rsnapshot alpha"), it will sync files AND rotate the lowest
# intervals. With sync_first enabled, "rsnapshot sync" handles the file sync,
# and all interval calls simply rotate files. See the man page for more
# details. The default is 0 (off).
#
#sync_first     0

# If enabled, rsnapshot will move the oldest directory for each interval
# to [interval_name].delete, then it will remove the lockfile and delete
# that directory just before it exits. The default is 0 (off).
#
#use_lazy_deletes       0

# Number of rsync re-tries. If you experience any network problems or
# network card issues that tend to cause ssh to fail with errors like
# "Corrupted MAC on input", for example, set this to a non-zero value
# to have the rsync operation re-tried.
#
#rsync_numtries 0

# LVM parameters. Used to backup with creating lvm snapshot before backup
# and removing it after. This should ensure consistency of data in some special
# cases
#
# LVM snapshot(s) size (lvcreate --size option).
#
#linux_lvm_snapshotsize 100M

# Name to be used when creating the LVM logical volume snapshot(s).
#
#linux_lvm_snapshotname rsnapshot

# Path to the LVM Volume Groups.
#
#linux_lvm_vgpath       /dev

# Mount point to use to temporarily mount the snapshot(s).
#
#linux_lvm_mountpath    /path/to/mount/lvm/snapshot/during/backup

###############################
### BACKUP POINTS / SCRIPTS ###
###############################

# LOCALHOST
#backup /home/          localhost/
#backup /etc/           localhost/
#backup /usr/local/     localhost/
#backup /var/log/rsnapshot              localhost/
#backup /etc/passwd     localhost/
#backup /home/foo/My Documents/         localhost/
#backup /foo/bar/       localhost/      one_fs=1,rsync_short_args=-urltvpog
#backup_script  /usr/local/bin/backup_pgsql.sh  localhost/postgres/
# You must set linux_lvm_* parameters below before using lvm snapshots
#backup lvm://vg0/xen-home/     lvm-vg0/xen-home/

# EXAMPLE.COM
#backup_exec    /bin/date "+ backup of example.com started at %c"
#backup root@example.com:/home/ example.com/    +rsync_long_args=--bwlimit=16,exclude=core
#backup root@example.com:/etc/  example.com/    exclude=mtab,exclude=core
#backup_exec    ssh root@example.com "mysqldump -A > /var/db/dump/mysql.sql"
#backup root@example.com:/var/db/dump/  example.com/
#backup_exec    /bin/date "+ backup of example.com ended at %c"

# CVS.SOURCEFORGE.NET
#backup_script  /usr/local/bin/backup_rsnapshot_cvsroot.sh      rsnapshot.cvs.sourceforge.net/

# RSYNC.SAMBA.ORG
#backup rsync://rsync.samba.org/rsyncftp/       rsync.samba.org/rsyncftp/
# CTYun
backup  root@fangyuanxiaozhan.com:/etc/nginx    ./
backup  root@fangyuanxiaozhan.com:/opt  ./      exclude=/opt/before,exclude=/opt/EasyTypora/node_modules
backup  root@fangyuanxiaozhan.com:/usr/share/nginx/fangyuanxiaozhan.com ./

配置行内的空余部分,不要用空格,一定要用Tab填充

  • 关于备份数量上限的解释

在以上配置文件中,有以下几行

retain  alpha   6
retain  beta    7
retain  gamma   4

以alpah为例, retain alpha 6代表最多进行六个备份,比如alpha.0 alpha.1 alpha.2 alpha.3 alpha.4 alpha.5 , 其中alpha.0为最新的备份,alpha.5为最老的备份,超过了6次备份,最早的一份将会从磁盘清除,首次运行备份指令后,alpha.0 文件夹会生成在根目录下面,也就是/opt/rsnapshot/CTYun/alpha.0, /opt/rsnapshot/CTYun/alpha.0文件夹里存放着备份好的文件目录。

  • 手动进行备份
rsnapshot -c /etc/rsnapshot.conf alpha

上面命令汇总,我们使用alpha策略进行备份,并指定了配置文件的位置。

执行完成后,查看目录结构

image-20230818133222842

可以看到alpha.0成了真的的根目录。

我们多运行几次rsnapshot -c /etc/rsnapshot.conf alpha , 可以看到在/opt/rsnapshot/CTYun 文件夹下有几个并列的alpha.* 文件夹

image-20230818133341387

由于配置了retain alpha 6,无论我们运行多少次,alpha.*都不会超过六个

image-20230818140155944

自动化备份

crontab是一款可以创建定时任务的工具,我们可以在crontab中添加每四小时运行rsnapshot -c /etc/rsnapshot.conf alpha 的任务,这样就相当于每天执行了6次备份。

ubuntucrontab默认对所有用户进行了安装,所以我们无需sudo权限就能创建任务,操作方法如下, 打开cron表

crontab -e

首次打开可以选择编辑器,我选择了vim 打开,添加每四小时运行一次命令的配置

0 */4 * * * rsnapshot -c /etc/rsnapshot.conf alpha

image-20230818141456454

写入配置后,退出编辑器即可;

优化: 创建每日执行,保留31天的备份任务

我希望每天凌晨4点能生成新备份,保留31天,但又不希望和每隔4小时的的备份有冲突(两个任务共用logfile会相互影响)。

于是我新开一个配置文件/home/ubuntu/.rsnapshot/mouthly.conf, 添加retain monthly 31, 修改filelock 为lockfile /home/ubuntu/.rsnapshot/monthly.pid

这里的monthly 完全可以自定义,并没有特殊性,可以是monthly001monthly002, 只要运行命令时,对应即可。

内容为

#################################################
# rsnapshot.conf - rsnapshot configuration file #
#################################################
#                                               #
# PLEASE BE AWARE OF THE FOLLOWING RULE:        #
#                                               #
# This file requires tabs between elements      #
#                                               #
#################################################

#######################
# CONFIG FILE VERSION #
#######################

config_version  1.2

###########################
# SNAPSHOT ROOT DIRECTORY #
###########################

# All snapshots will be stored under this root directory.
#
snapshot_root   /opt/rsnapshot/CTYun/

# If no_create_root is enabled, rsnapshot will not automatically create the
# snapshot_root directory. This is particularly useful if you are backing
# up to removable media, such as a FireWire or USB drive.
#
#no_create_root 1

#################################
# EXTERNAL PROGRAM DEPENDENCIES #
#################################

# LINUX USERS:   Be sure to uncomment "cmd_cp". This gives you extra features.
# EVERYONE ELSE: Leave "cmd_cp" commented out for compatibility.
#
# See the README file or the man page for more details.
#
cmd_cp          /bin/cp

# uncomment this to use the rm program instead of the built-in perl routine.
#
cmd_rm          /bin/rm

# rsync must be enabled for anything to work. This is the only command that
# must be enabled.
#
cmd_rsync       /usr/bin/rsync

# Uncomment this to enable remote ssh backups over rsync.
#
cmd_ssh /usr/bin/ssh

# Comment this out to disable syslog support.
#
cmd_logger      /usr/bin/logger

# Uncomment this to specify the path to "du" for disk usage checks.
# If you have an older version of "du", you may also want to check the
# "du_args" parameter below.
#
#cmd_du         /usr/bin/du

# Uncomment this to specify the path to rsnapshot-diff.
#
#cmd_rsnapshot_diff     /usr/bin/rsnapshot-diff

# Specify the path to a script (and any optional arguments) to run right
# before rsnapshot syncs files
#
#cmd_preexec    /path/to/preexec/script

# Specify the path to a script (and any optional arguments) to run right
# after rsnapshot syncs files
#
#cmd_postexec   /path/to/postexec/script

# Paths to lvcreate, lvremove, mount and umount commands, for use with
# Linux LVMs.
#
#linux_lvm_cmd_lvcreate /sbin/lvcreate
#linux_lvm_cmd_lvremove /sbin/lvremove
#linux_lvm_cmd_mount    /bin/mount
#linux_lvm_cmd_umount   /bin/umount

#########################################
#     BACKUP LEVELS / INTERVALS         #
# Must be unique and in ascending order #
# e.g. alpha, beta, gamma, etc.         #
#########################################

retain	monthly	31
retain  alpha   6
retain  beta    7
retain  gamma   4
#retain delta   3

############################################
#              GLOBAL OPTIONS              #
# All are optional, with sensible defaults #
############################################

# Verbose level, 1 through 5.
# 1     Quiet           Print fatal errors only
# 2     Default         Print errors and warnings only
# 3     Verbose         Show equivalent shell commands being executed
# 4     Extra Verbose   Show extra verbose information
# 5     Debug mode      Everything
#
verbose         2

# Same as "verbose" above, but controls the amount of data sent to the
# logfile, if one is being used. The default is 3.
# If you want the rsync output, you have to set it to 4
#
loglevel        3

# If you enable this, data will be written to the file you specify. The
# amount of data written is controlled by the "loglevel" parameter.
#
#logfile        /var/log/rsnapshot.log

# If enabled, rsnapshot will write a lockfile to prevent two instances
# from running simultaneously (and messing up the snapshot_root).
# If you enable this, make sure the lockfile directory is not world
# writable. Otherwise anyone can prevent the program from running.
#
lockfile        /home/ubuntu/.rsnapshot/monthly.pid

# By default, rsnapshot check lockfile, check if PID is running
# and if not, consider lockfile as stale, then start
# Enabling this stop rsnapshot if PID in lockfile is not running
#
#stop_on_stale_lockfile         0

# Default rsync args. All rsync commands have at least these options set.
#
#rsync_short_args       -a
#rsync_long_args        --delete --numeric-ids --relative --delete-excluded

# ssh has no args passed by default, but you can specify some here.
#
#ssh_args       -p 22

# Default arguments for the "du" program (for disk space reporting).
# The GNU version of "du" is preferred. See the man page for more details.
# If your version of "du" doesn't support the -h flag, try -k flag instead.
#
#du_args        -csh

# If this is enabled, rsync won't span filesystem partitions within a
# backup point. This essentially passes the -x option to rsync.
# The default is 0 (off).
#
#one_fs         0

# The include and exclude parameters, if enabled, simply get passed directly
# to rsync. If you have multiple include/exclude patterns, put each one on a
# separate line. Please look up the --include and --exclude options in the
# rsync man page for more details on how to specify file name patterns.
#
#include        ???
#include        ???
#exclude        ???
#exclude        ???

# The include_file and exclude_file parameters, if enabled, simply get
# passed directly to rsync. Please look up the --include-from and
# --exclude-from options in the rsync man page for more details.
#
#include_file   /path/to/include/file
#exclude_file   /path/to/exclude/file

# If your version of rsync supports --link-dest, consider enabling this.
# This is the best way to support special files (FIFOs, etc) cross-platform.
# The default is 0 (off).
#
#link_dest      0

# When sync_first is enabled, it changes the default behaviour of rsnapshot.
# Normally, when rsnapshot is called with its lowest interval
# (i.e.: "rsnapshot alpha"), it will sync files AND rotate the lowest
# intervals. With sync_first enabled, "rsnapshot sync" handles the file sync,
# and all interval calls simply rotate files. See the man page for more
# details. The default is 0 (off).
#
#sync_first     0

# If enabled, rsnapshot will move the oldest directory for each interval
# to [interval_name].delete, then it will remove the lockfile and delete
# that directory just before it exits. The default is 0 (off).
#
#use_lazy_deletes       0

# Number of rsync re-tries. If you experience any network problems or
# network card issues that tend to cause ssh to fail with errors like
# "Corrupted MAC on input", for example, set this to a non-zero value
# to have the rsync operation re-tried.
#
#rsync_numtries 0

# LVM parameters. Used to backup with creating lvm snapshot before backup
# and removing it after. This should ensure consistency of data in some special
# cases
#
# LVM snapshot(s) size (lvcreate --size option).
#
#linux_lvm_snapshotsize 100M

# Name to be used when creating the LVM logical volume snapshot(s).
#
#linux_lvm_snapshotname rsnapshot

# Path to the LVM Volume Groups.
#
#linux_lvm_vgpath       /dev

# Mount point to use to temporarily mount the snapshot(s).
#
#linux_lvm_mountpath    /path/to/mount/lvm/snapshot/during/backup

###############################
### BACKUP POINTS / SCRIPTS ###
###############################

# LOCALHOST
#backup /home/          localhost/
#backup /etc/           localhost/
#backup /usr/local/     localhost/
#backup /var/log/rsnapshot              localhost/
#backup /etc/passwd     localhost/
#backup /home/foo/My Documents/         localhost/
#backup /foo/bar/       localhost/      one_fs=1,rsync_short_args=-urltvpog
#backup_script  /usr/local/bin/backup_pgsql.sh  localhost/postgres/
# You must set linux_lvm_* parameters below before using lvm snapshots
#backup lvm://vg0/xen-home/     lvm-vg0/xen-home/

# EXAMPLE.COM
#backup_exec    /bin/date "+ backup of example.com started at %c"
#backup root@example.com:/home/ example.com/    +rsync_long_args=--bwlimit=16,exclude=core
#backup root@example.com:/etc/  example.com/    exclude=mtab,exclude=core
#backup_exec    ssh root@example.com "mysqldump -A > /var/db/dump/mysql.sql"
#backup root@example.com:/var/db/dump/  example.com/
#backup_exec    /bin/date "+ backup of example.com ended at %c"

# CVS.SOURCEFORGE.NET
#backup_script  /usr/local/bin/backup_rsnapshot_cvsroot.sh      rsnapshot.cvs.sourceforge.net/

# RSYNC.SAMBA.ORG
#backup rsync://rsync.samba.org/rsyncftp/       rsync.samba.org/rsyncftp/
# CTYun
backup  root@fangyuanxiaozhan.com:/etc/nginx    ./
backup  root@fangyuanxiaozhan.com:/opt  ./      exclude=/opt/before,exclude=/opt/EasyTypora/node_modules
backup  root@fangyuanxiaozhan.com:/usr/share/nginx/fangyuanxiaozhan.com ./

测试月度备份配置文件

rsnapshot -c /home/ubuntu/.rsnapshot/monthly.conf configtest

image-20230818145242293

运行crontab -e ,将以下配置添加为每日凌晨四点运行的定时任务

0 4 * * * rsnapshot -c /home/ubuntu/.rsnapshot/monthly.conf monthly

monthly任务备份后,会产生以monthly开头的文件夹

rsnapshot -c /home/ubuntu/.rsnapshot/monthly.conf monthly

image-20230818150447397

小结

云服务商的硬盘还是蛮贵的,对于个人开发者而言,同时能省一些钱总是好的。

2023年的机械硬盘算是很便宜了,1千块能买16TB的全新盘,搞一块插到树莓派,定期对服务器数据做增量备份,成本比云服务商的低很多。

如果你是一个上班族,办公室和家里各部署一套rsnapshot备份,也算是支持数据分布式异地容灾了。

为什么要把服务器数据备份到本地?目前的ICP备案搞的风风火火,买了服务器,由于备案的限制,也不能马上使用80,443等端口,即使服务器备了案,解析的域名也会受到限制,如果有一天,由于某种不可抗力,把个人备案关联的服务器的数据全部封存,也不是不可能,所以,做好本地数据备份,总是没错的,反正成本也不高。

本文属于《树莓派不吃灰》系列的第二十期,《树莓派不吃灰》系列教程开源地址 github.com/zhaoolee/pi

本文永久更新地址(欢迎来读留言,写评论):

https://www.v2fy.com/p/2023-08-17-rsnapshot-1692258217000

本文来自互联网用户投稿,该文观点仅代表作者本人,不代表本站立场。本站仅提供信息存储空间服务,不拥有所有权,不承担相关法律责任。如若转载,请注明出处:http://www.mfbz.cn/a/84897.html

如若内容造成侵权/违法违规/事实不符,请联系我们进行投诉反馈qq邮箱809451989@qq.com,一经查实,立即删除!

相关文章

数据结构算法--4堆排序

堆排序过程: >建立堆(大根堆) >得到堆顶元素,为最大元素 >去掉堆顶,将堆最后一个元素放到堆顶,此时可通过一次调整使堆重新有序 >堆顶元素为第二大元素 >重复步骤3,直到堆变空 此时是建立堆后的大根堆模型 将…

凯迪正大—直流电阻测试仪

一、产品概述 武汉凯迪正大直流电阻测量仪是变压器制造中半成品、成品出厂试验、安装、交接试验及电力部门预防性试验的必测项目,能有效发现变压器线圈的选材、焊接、连接部位松动、缺股、断线等制造缺陷和运行后存在的隐患。 为了满足变压器直流电阻测量的需要&a…

企业网三层构架实验

实验题目如下: 实验拓扑如下: 实验要求如下: 【1】内网IP地址172.16.0.0/16 合理分配 【2】SW1/2之间互为备份 【3】VRBP/STP/VLAN/TRUNK均使用 【4】所有PC通过DHCP获取IP地址 实验思路如下: (1)合理…

基于X86六轮差速移动机器人运动控制器设计与实现(一)软件与硬件架构

本文研究的六轮差速移动机器人 (Six-Wheeled Differential Mobile Robot , SWDMR) 为了满足资源站到资源站点对点的物资运输,对机器人的跨越障碍能力 有较高的要求。对比传统的四轮移动机器人,六轮移动机器人能够提供更强的驱动 力&#…

pytest自动化框架运行全局配置文件pytest.ini

还记得在之前的篇章中有讲到Pytest是目前主要流行的自动化框架之一,他有基础的脚本编码规则以及两种运行方式。 pytest的基础编码规则是可以进行修改,这就是今日文章重点。 看到这大家心中是否提出了两个问题:pytest的基础编码规则在哪可以…

认识docker+LNMP架构

目录 一、docker 1.安装,启动 2.docker相关命令 3.如何使用? 二、LNMP 1.认识LNMP 2.sql注入漏洞挖掘 3.如何绕过检测进行注入 一、docker 1.安装,启动 2.docker相关命令 docker search nginx 搜索镜像 docker pull docker.io/ngin…

皮爷咖啡基于亚马逊云科技的数据架构,加速数据治理进程

皮爷咖啡(Peet’s Coffee)是美国精品咖啡品牌,于2017年进入中国,为中国消费者带来传统经典咖啡饮品,并特别呈现更加丰富的品质咖啡饮品体验。通过深入应用亚马逊云科技云原生数据库产品Amazon Redshift以及Amazon DMS等…

AI智能语音机器人的基本业务流程

先画个图,了解下AI语音机器人的基本业务流程。 上图是一个AI语音机器人的业务流程,简单来说就是首先要配置话术,就是告诉机器人在遇到问题该怎么回答,这个不同公司不同行业的差别比较大,所以一般每个客户都会配置其个性…

avue多选列表根据后端返回的某个值去判断是否选中;avue-curd多选回显

效果如上: getSiteList().then(res > {//列表数据this.siteData res.data.datathis.$nextTick(()>{this.siteData.forEach(item>{//业务条件if(item.configid&&item.configid!0&&item.configid>0){//符合条件时调用选中的方法this.$…

BootstrapBlazor组件使用:数据注解

文章目录 前言BB数据注解数据注解源码数据注解简介注解简单实例[BB 编辑弹窗](https://www.blazor.zone/edit-dialog)[ValidateForm 表单组件](https://www.blazor.zone/validate-form)使用简介 前言 BootstrapBlazor(一下简称BB)是个特别好用的组件,基本上满足了大…

全球网络加速器GA和内容分发网络CDN,哪个更适合您的组织使用?

对互联网用户来说,提供最佳的用户体验至关重要:网页加载时间过长、视频播放断断续续以及服务忽然中断等问题都足以在瞬间失去客户。因此可以帮助提高您的网站或APP提高加载性能的解决方案就至关重要:全球网络加速器和CDN就是其中的两种解决方…

基于Spring Boot的游泳馆管理系统的设计与实现(Java+spring boot+MySQL)

获取源码或者论文请私信博主 演示视频: 基于Spring Boot的游泳馆管理系统的设计与实现(Javaspring bootMySQL) 使用技术: 前端:html css javascript jQuery ajax thymeleaf 微信小程序 后端:Java spring…

深度解读波卡 2.0:多核、更有韧性、以应用为中心

本文基于 Polkadot 生态研究院整理,有所删节 随着波卡 1.0 的正式实现,波卡于 6 月 28 日至 29 日在哥本哈根举办了年度最重要的会议 Polkadot Decoded 2023,吸引了来自全球的行业专家、开发者和爱好者,共同探讨和分享波卡生态的…

Stable Diffusion的使用以及各种资源

Stable Diffsuion资源目录 SD简述sd安装模型下载关键词,描述语句插件管理controlNet自己训练模型 SD简述 Stable Diffusion是2022年发布的深度学习文本到图像生成模型。它主要用于根据文本的描述产生详细图像,尽管它也可以应用于其他任务,如…

PHPStudy 安装tp8 php8.2.9

一、PhpStudy升级PHP版本,安装PHP8.2操作步骤 1.1、官网下载最新的php版本 打开Windows版的官网下载,地址:https://windows.php.net/download/ 页面上有不同的PHP版本,这里我们下载的是64位nts版的PHP8.2.9。 1.2、解压下载的文…

openGauss学习笔记-45 openGauss 高级数据管理-物化视图

文章目录 openGauss学习笔记-45 openGauss 高级数据管理-物化视图45.1 全量物化视图45.1.1 全量物化视图语法格式45.1.2 全量物化视图参数说明45.1.3 全量物化视图示例 45.2 增量物化视图45.2.1 增量物化视图语法格式45.2.2 增量物化视图参数说明45.2.3 增量物化视图示例 openG…

Docker关于下载,镜像配置,容器启动,停止,查看等基础操作

系列文章目录 文章目录 系列文章目录前言一、安装Docker并配置镜像加速器二、下载系统镜像(Ubuntu、 centos)三、基于下载的镜像创建两个容器 (容器名一个为自己名字全拼,一个为首名字字母)四、容器的启动、 停止及重启…

【uniapp】微信小程序 , 海报轮播图弹窗,点击海报保存到本地,长按海报图片分享,收藏或保存

uivew 2.0 uniapp 海报画板 DCloud 插件市场 第一步&#xff0c;下载插件并导入HbuilderX 第二步&#xff0c;文件内 引入 海报组件 <template><painter ref"haibaorefs"></painter> <template> <script>import painter from /comp…

视觉SLAM:一直在入门,如何能精通,CV领域的绝境长城,

目录 前言 福利&#xff1a;文末有chat-gpt纯分享&#xff0c;无魔法&#xff0c;无限制 1 什么是SLAM&#xff1f; 2 为什么用SLAM&#xff1f; 3 视觉SLAM怎么实现&#xff1f; 4 前端视觉里程计 5 后端优化 6 回环检测 7 地图构建 8 结语 前言 上周的组会上&…

第十五课、Windows 下打包发布 Qt 应用程序

功能描述&#xff1a;讲解了 Windows 下打包发布 Qt 应用程序的三种方法&#xff0c;并对比优缺点 一、利用 windepolyqt 工具打包发布 Qt 提供了一个 windeployqt 工具来自动创建可部署的文件夹。 打包发布流程&#xff1a; 1. 新建一个文件夹&#xff0c;将编译后的可执行…
最新文章