From JuliaPy/Conda.jl#123:
Currently we install into the deps directory. However, in Julia 1.0, packages are no longer updated in place, this means that every time you update Conda.jl it needs to re-install anaconda, which is wasteful and breaks things like PyCall that expect libpython to stay in one place.
From JuliaPy/Conda.jl#126:
Drops Julia 0.6 since in Julia 0.6 there is already a single global directory (~/.julia/v0.6/Conda/deps/usr) and I don't think we want to move it.
I think WinRPM has this re-installation in deps directory issue, too.