I'm used to tortoise SVN. But after switching to centos 7 it is very difficult to use it without GUI. Please Help me install RabbitVCS instead.
2 Answers
The below instructions worked for me in May 2019. YMMV.
Install EPEL Release
export http_proxy=http://{proxyhost}:{port}
wget https://dl.fedoraproject.org/pub/epel/epel-release-latest-7.noarch.rpm
sudo yum install epel-release-latest-7.noarch.rpm
Install Pre-requisites
sudo yum install meld pysvn python-dulwich python-simplejson
Fetch RabbitVCS packages
export ftp_proxy=$http_proxy
wget ftp://ftp.pbone.net/mirror/ftp5.gwdg.de/pub/opensuse/repositories/home:/hmandevteam/CentOS_7/noarch/rabbitvcs-core-0.17.1-3.2.noarch.rpm
wget ftp://ftp.pbone.net/mirror/ftp5.gwdg.de/pub/opensuse/repositories/home:/hmandevteam/CentOS_7/noarch/rabbitvcs-cli-0.17.1-3.2.noarch.rpm
wget ftp://ftp.pbone.net/mirror/ftp5.gwdg.de/pub/opensuse/repositories/home:/hmandevteam/CentOS_7/noarch/python2-rabbitvcs-0.17.1-3.2.noarch.rpm
wget ftp://ftp.pbone.net/mirror/ftp5.gwdg.de/pub/opensuse/repositories/home:/hmandevteam/CentOS_7/noarch/rabbitvcs-nautilus-0.17.1-3.2.noarch.rpm
Install RabbitVCS packages
sudo yum install rabbitvcs-core-0.17.1-3.2.noarch.rpm
sudo yum install rabbitvcs-cli-0.17.1-3.2.noarch.rpm
sudo yum install python2-rabbitvcs-0.17.1-3.2.noarch.rpm
sudo yum install rabbitvcs-nautilus-0.17.1-3.2.noarch.rpm
Reboot
sudo reboot
Open File Manager and you can see RabbitVCS Menu
If the above rpm ftp locations become stale, goto http://rpm.pbone.net and search for the following packages with Centos 7 filter -
rabbitvcs-core
rabbitvcs-cli
python2-rabbitvcs
rabbitvcs-nautilus
You may find these packages at other locations too
NOTE: You may sometimes require these pre-requisite packages too pygtk, python-configobj, python-gobject, python-gtkspell, python-svn

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I had same problem when working with centos7, ended up using thunar instead of nautilus. See stackexchange and github issue.
Update: I have successfully build rabbitVCS following steps from the github.com and then copied the nautilus extension.

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For those coming here in 2019, it's not required to install extension separately. Please find my solution below. – Rakesh N May 23 '19 at 09:00