nixpkgs lib profiling

This is a repository for profiling nixpkgs lib functions. The goal is to create alternative implementations of functions that might have different time/space complexity characteristics, and measure if they are faster despite potential overhead.

I am personally especially interested in functions that rely on some type of fold and accumulates a collection (either a list or an attrset). Because the lists and attrsets will be reallocated on every iteration (this is only a suspicion, I have not verified this), the time complexity of these functions might be O(n^2) while they really could've been O(n). For functions like mergeAttrsList, this has been somewhat mitigated by folding with a binary merge function, reducing the time complexity to O(n log n). But I'm hoping to find a more general solution that could be applied to other functions as well, without too much overhead.

Some interesting builtins

Name	Expected complexity	Comment
hasAttr	O(1)	this is the only real kind of lookup table we have with low overhead. I need to verify that it is actually amortized O(1)
catAttrs	O(n)	filter-like, [attrs] -> Attrs. Can remove many items at once, as well as convert from list to attrs
concatMap	O(n * f)	could this be used with attr lookups to fix the O(n^2) fold collection resizing problem?
concatLists	O(n)	could this be used with attr lookups to fix the O(n^2) fold collection resizing problem?
filter	O(n * f)	could potentially remove many items at once without realloc?
genList	O(n * f)	can seemingly allocate an arbitrarily sized list?
intersectAttrs	O(n log m) (known)	could be used as a shorthand for binary merge?
listToAttrs	O(n)	could potentially remove many items at once without realloc?
partition	O(n * f)	could potentially remove many items at once without realloc?
genericClosure	O(n * f)	We might be able to use this functions uniqueness checking for something, and then use catAttrs on the result

evaluation speed measurement

For now, I'm using this:

# Alternatively drop NIX_COUNT_CALLS if too verbose
NIX_SHOW_STATS=1 NIX_COUNT_CALLS=1 nix eval .#sometest

Could alternatively create something with

nix eval --trace-function-calls .#sometest 2>function-trace.txt

source: https://discourse.nixos.org/t/nix-flamegraph-or-profiling-tool/33333