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Cmake version 3.4 wrongly identifies the python path. In particular, it picks system python rather than the local currently active (conda or virtualenv), resulting in an error - a rather untrivial case, made me think a lot to figure that out.
I haven't checked which CMake version fixes this, but 3.18 works fine.