This is a known problem.
One way to work around it is to install R and related packages from the system.
We recommend that you do

$ sudo apt-get install bc binutils bzip2 cliquer curl g++ g++ gcc gcc
gfan gfortran git gmp-ecm lcalc libboost-dev libbz2-dev libcliquer-dev
libcurl4-openssl-dev libec-dev libecm-dev libffi-dev libflint-arb-dev
libflint-dev libfreetype6-dev libgd-dev libgf2x-dev libgivaro-dev
libgmp-dev libgsl-dev liblfunction-dev liblrcalc-dev liblzma-dev
libm4rie-dev libmpc-dev libmpfi-dev libmpfr-dev libncurses5-dev
libntl-dev libopenblas-dev libpari-dev libpcre3-dev libreadline-dev
librw-dev libsqlite3-dev libsymmetrica2-dev libz-dev libzmq3-dev m4
make nauty pari-elldata pari-galdata pari-galpol pari-gp2c
pari-seadata patch perl pkg-config python3 tachyon tar xz-utils yasm
cmake coinor-cbc coinor-libcbc-dev libboost-dev libisl-dev
libterm-readline-gnu-perl ninja-build r-base-dev

to install as many packages needed by Sage on the system as possible.

After that, you might need to run at least

make openblas-clean
./configure

and inspect its output to make sure that system R will be used, and no R built.
You'd see

r-3.6.2.p0:                                  using system package;
SPKG will not be installed



Then run

make

HTH
Dmitrii

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