>From performance perspective, how bad it is to use `push!(array, element)` 
compared to pre-allocating array and setting elements in it? 

More generally, how extending arrays works in Julia? (code in array.c 
<https://github.com/JuliaLang/julia/blob/master/src/array.c> is quite 
readable, but some high-level description is appreciated)

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