I deleted PHP via SSH using yum as an update would not work, but it seems to have also removed Plesk - I presume because it is dependent upon PHP?
Is it possible to restore or reinstall Plesk via SSH?
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If you new to Linux and Plesk, I would rather not recommend you installing Plesk by yum. Plesk autoinstaller does several extra configuration steps which yum will not perform, so even if installed, you won't be able to access Plesk until you do all these configurations.
I can suggest two options
Download Plesk autoinstaller, run it in SSH and do installation through it. It has sufficiently simple interactive interface. Unfortunately it may not work if you already have the product half-installed by yum manually.
if #1 won't help, run so called bootstrapper which does a lot of essential configuration for Plesk. i.e. if you are on the latest Plesk it will be something like
If you don't have this file, run whatever the latest one you have in
Hope something of that can repair your installation.