To shrink a linux partition, any common tool like gparted can be used. In case the partition is currently being used by LVM, some previous steps should be performed.

Assuming there’s a 60Gb partition on /dev/sda2 and we want to shrink it 6Gb:

1. Determine the available space (if any) and the name of the LVM components

// get the physical volume name and available space
# pvs 
  PV         VG       Fmt  Attr PSize  PFree
  /dev/sda2  vg_main  lvm2 a--  60.00g 0.00g

// get logical volumes names
# lvs
  LV      VG        Attr     LSize  Pool Origin Data%  Move Log Copy%  Convert
  lv_root vg_main   -wi-ao-- 56.03g
  lv_swap vg_main   -wi-ao--  3.97g

2. Resize any logical volumes from the partition

// reduce 6G from lv_root
# lvresize --verbose --resizefs -L -6G /dev/vg_main/lv_root

4. Move the contents of the logical volumes together

The previous command will leave a gap of free space between lv_root and lv_swap:

# pvs -v --segments
    Scanning for physical volume names
  PV         VG      Fmt  Attr PSize  PFree Start SSize LV      Start Type   PE Ranges
  /dev/sda2  vg_main lvm2 a--  60.00g 6.03g     0 12800 lv_root     0 linear /dev/sda2:0-12799
  /dev/sda2  vg_main lvm2 a--  60.00g 6.03g 12800  1543             0 free
  /dev/sda2  vg_main lvm2 a--  60.00g 6.03g 14343  1016 lv_swap     0 linear /dev/sda2:14343-15358

To remove that gap, execute:

// the range 14343-15358 is obtained from the previous command
# pvmove --alloc anywhere /dev/sda2:14343-15358

3. Resize the physical volume

# pvresize --setphysicalvolumesize 50 /dev/sda2

If the above command return and error like this:

/dev/sda5: cannot resize to xxxxx extents as later ones are allocated.

then it means that there’s a gap of free space between logical volumes (check step 4.) or the new size is too small for the current logical volumes (specify a larger size or further reduce the logical volumes)

4. Resize the partition

Now the partition is ready to be resized using gparted or similar