-
Notifications
You must be signed in to change notification settings - Fork 44
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
add benchmarks for some collection operations
- Loading branch information
Showing
2 changed files
with
281 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,280 @@ | ||
module CollectionBenchmarks | ||
|
||
using BenchmarkTools | ||
|
||
# TODO: Remove once Compat has BitSet | ||
if !isdefined(Base, :BitSet) | ||
const BitSet = IntSet | ||
end | ||
|
||
const SUITE = BenchmarkGroup() | ||
|
||
const MT = MersenneTwister(0) | ||
|
||
const iterlen = 1000 | ||
const ints = rand(MT, 1:iterlen, iterlen) | ||
const strings = [randstring(MT, rand(MT, 1:30)) for i in 1:iterlen] | ||
const anys = (shuffle!(MT, [ints; strings;])[1:iterlen])::Vector{Any} | ||
const sortedints = sort(ints) | ||
|
||
# random element, in the collections iff 2nd parameter is true | ||
let anyshuffled = shuffle(MT, anys), | ||
filter = VERSION >= v"0.5.0" ? Iterators.filter : Base.filter | ||
d = Dict((Int, true ) => first(filter(i->isa(i, Int), anyshuffled))::Int, | ||
(String, true ) => first(filter(i->isa(i, String), anyshuffled))::String, | ||
(Int, false) => first(filter(i->!in(i, ints), rand(MT, 1:iterlen) for _ in 1:typemax(Int)))::Int, | ||
(String, false) => randstring(MT, 40)::String) | ||
global randelt | ||
randelt(C, T, bool) = (T == Any && (T = Int); C === Dict ? (d[T, bool] => d[T, bool]) : d[T, bool]) | ||
end | ||
|
||
const coll = Dict((Vector, Int) => ints, | ||
(Vector, String) => strings, | ||
(Vector, Any) => anys, | ||
(Pair, Int) => map(Pair, ints, ints), | ||
(Pair, String) => map(Pair, strings, strings), | ||
(Pair, Any) => map(Pair, anys, anys), | ||
(BitSet, Int) => BitSet(ints)) | ||
|
||
# return a collection that can serve to initialize a container C of type T | ||
initcoll(C, T) = let initmap = Dict(Vector => Vector, | ||
Dict => Pair, | ||
Set => Vector, | ||
BitSet => Vector) | ||
coll[initmap[C], T] | ||
end | ||
|
||
for C in (Dict, Set), | ||
T in (Int, String, Any) | ||
coll[C, T] = C(initcoll(C, T)) | ||
end | ||
|
||
@inline newcoll(::Type{C}, ::Type{T}) where {C,T} = C{T}() | ||
@inline newcoll(::Type{Dict}, ::Type{T}) where {T} = Dict{T,T}() | ||
@inline newcoll(::Type{BitSet}, ::Type{Int}) = BitSet() | ||
|
||
askey(::Type, elt) = elt | ||
askey(::Type{Dict}, elt) = first(elt) | ||
|
||
objstr(T) = T === Int ? "Int" : T === Vector ? "Vector" : string(T) | ||
|
||
function foreach_container(bench; T = (Int, String, Any), C = (Vector, Dict, Set, BitSet)) | ||
for _C in C | ||
cstr = objstr(_C) | ||
for _T in T | ||
_C === BitSet && _T !== Int && continue | ||
c = coll[_C, _T] | ||
bench(_C, cstr, _T, objstr(_T), c) | ||
end | ||
end | ||
end | ||
|
||
function set_tolerance!(g, tol=0.25) | ||
for b in values(g) | ||
b.params.time_tolerance = tol | ||
end | ||
end | ||
|
||
################## | ||
# Initialization # | ||
################## | ||
|
||
g = addgroup!(SUITE, "initialization", ["AbstractVector", "AbstractSet", "Associative"]) | ||
|
||
function perf_push!(c, elts) | ||
for e in elts | ||
push!(c, e) | ||
end | ||
end | ||
|
||
foreach_container(C = (Vector, Dict, Set)) do C, cstr, T, tstr, c | ||
g[cstr, tstr, "iterator"] = @benchmarkable $C($(initcoll(C, T))) | ||
g[cstr, tstr, "loop"] = @benchmarkable perf_push!(newcoll($C, $T), $(initcoll(C, T))) | ||
g[cstr, tstr, "loop", "sizehint!"] = | ||
@benchmarkable perf_push!(sizehint!(newcoll($C, $T), iterlen), $(initcoll(C, T))) | ||
end | ||
|
||
g["BitSet", "Int", "unsorted", "iterator"] = @benchmarkable BitSet($ints) | ||
g["BitSet", "Int", "sorted", "iterator"] = @benchmarkable BitSet($sortedints) | ||
g["BitSet", "Int", "unsorted", "loop"] = @benchmarkable perf_push!(BitSet(), $ints) | ||
g["BitSet", "Int", "sorted", "loop"] = @benchmarkable perf_push!(BitSet(), $sortedints) | ||
g["BitSet", "Int", "unsorted", "loop", "sizehint!"] = @benchmarkable perf_push!(sizehint!(BitSet(), iterlen), $ints) | ||
g["BitSet", "Int", "sorted", "loop", "sizehint!"] = @benchmarkable perf_push!(sizehint!(BitSet(), iterlen), $sortedints) | ||
|
||
set_tolerance!(g) | ||
|
||
############# | ||
# Iteration # | ||
############# | ||
|
||
g = addgroup!(SUITE, "iteration", ["AbstractVector", "AbstractSet", "Associative"]) | ||
|
||
foreach_container() do C, cstr, T, tstr, c | ||
g[cstr, tstr, "start"] = @benchmarkable start($c) | ||
g[cstr, tstr, "next"] = @benchmarkable next($c, $(start(c))) | ||
g[cstr, tstr, "done"] = @benchmarkable done($c, $(start(c))) | ||
end | ||
|
||
set_tolerance!(g) | ||
|
||
############ | ||
# Deletion # | ||
############ | ||
|
||
g = addgroup!(SUITE, "deletion", ["AbstractVector", "AbstractSet", "Associative"]) | ||
|
||
function perf_pop!(c) | ||
while !isempty(c) | ||
pop!(c) | ||
end | ||
end | ||
|
||
pred(::Type{C}, ::Type{Any}) where {C} = x -> isa(askey(C, x), Int) | ||
pred(::Type{C}, ::Type{String}) where {C} = x -> Int(askey(C, x)[1]) < 90 | ||
pred(::Type{C}, ::Type{Int}) where {C} = x -> iseven(askey(C, x)) | ||
|
||
foreach_container() do C, cstr, T, tstr, c | ||
if VERSION >= v"0.7.0-" || C !== Dict | ||
g[cstr, tstr, "pop!"] = @benchmarkable perf_pop!(d) setup=(d=copy($c)) evals=1 | ||
end | ||
C === BitSet && return | ||
if VERSION >= v"0.7.0-" || C !== Dict | ||
g[cstr, tstr, "filter!"] = @benchmarkable filter!($(pred(C, T)), d) setup=(d=copy($c)) evals=1 | ||
g[cstr, tstr, "filter"] = @benchmarkable filter( $(pred(C, T)), $c) | ||
end | ||
end | ||
|
||
set_tolerance!(g) | ||
|
||
##################### | ||
# Queries & Updates # | ||
##################### | ||
|
||
g = addgroup!(SUITE, "queries & updates", ["AbstractVector", "AbstractSet", "Associative"]) | ||
|
||
foreach_container() do C, cstr, T, tstr, c | ||
if T === Int # seems unnecessary to run those with all types | ||
g[cstr, tstr, "length"] = @benchmarkable length($c) # probably useful only for BitSet | ||
g[cstr, tstr, "first"] = @benchmarkable first($c) | ||
if C in (Vector, BitSet) | ||
g[cstr, tstr, "last"] = @benchmarkable last($c) | ||
end | ||
end | ||
eltin, eltout = randelt(C, T, true), randelt(C, T, false) | ||
g[cstr, tstr, "in", "true"] = @benchmarkable in($eltin, $c) | ||
g[cstr, tstr, "in", "false"] = @benchmarkable in($eltout, $c) | ||
if C === Vector | ||
g[cstr, tstr, "getindex"] = @benchmarkable $c[$(iterlen÷2)] | ||
g[cstr, tstr, "setindex!"] = @benchmarkable d[$(iterlen÷2)] = $eltout setup=(d=copy($c)) | ||
elseif C === Dict | ||
keyin = askey(C, eltin) | ||
keyout = askey(C, eltout) | ||
g[cstr, tstr, "getindex"] = @benchmarkable $c[$keyin] | ||
g[cstr, tstr, "setindex!", "overwrite"] = @benchmarkable d[$keyin] = $keyout setup=(d=copy($c)) | ||
g[cstr, tstr, "setindex!", "new"] = @benchmarkable d[$keyout] = $keyout setup=(d=copy($c)) evals=1 | ||
end | ||
if C === Vector | ||
g[cstr, tstr, "push!"] = @benchmarkable push!(d, $eltout) setup=(d=copy($c)) | ||
else | ||
g[cstr, tstr, "push!", "overwrite"] = @benchmarkable push!(d, $eltin) setup=(d=copy($c)) | ||
g[cstr, tstr, "push!", "new"] = @benchmarkable push!(d, $eltout) setup=(d=copy($c)) evals=1 | ||
# despite the `evals=1` parameter, this gets evaluated more than once, leading to a KeyError | ||
# g[cstr, tstr, "pop!", "specified"] = @benchmarkable pop!(d, $(askey(C, eltin))) setup=(d=copy($c)) evals=1 | ||
# so we add a push! | ||
g[cstr, tstr, "pop!", "specified"] = @benchmarkable pop!(push!(d, $eltin), $(askey(C, eltin))) setup=(d=copy($c)) | ||
|
||
end | ||
if C !== Dict || VERSION >= v"0.7.0-" | ||
# same remark as above, we need to push! a value to avoid ending up with an empty container | ||
g[cstr, tstr, "pop!", "unspecified"] = @benchmarkable push!(d, pop!(d)) setup=(d=copy($c)) | ||
end | ||
end | ||
|
||
set_tolerance!(g) | ||
|
||
################## | ||
# Set operations # | ||
################## | ||
|
||
g = addgroup!(SUITE, "set operations", ["AbstractSet", "Array"]) | ||
const newints = [rand(MT, ints, 10); rand(MT, 1:iterlen, 10); rand(MT, iterlen:2iterlen, 10);] | ||
|
||
foreach_container(C = (BitSet, Set, Vector), T = (Int,)) do C, cstr, T, tstr, c | ||
g[cstr, tstr, "union"] = @benchmarkable union($c) | ||
g[cstr, tstr, "intersect"] = @benchmarkable intersect($c) | ||
g[cstr, tstr, "symdiff"] = @benchmarkable symdiff($c) | ||
for C2 in (BitSet, Set, Vector) | ||
c2 = C2(newints) | ||
c2str = objstr(C2) | ||
g[cstr, tstr, "union", c2str] = @benchmarkable union($c, $c2) | ||
g[cstr, tstr, "intersect", c2str] = @benchmarkable intersect($c, $c2) | ||
g[cstr, tstr, "symdiff", c2str] = @benchmarkable symdiff($c, $c2) | ||
g[cstr, tstr, "setdiff", c2str] = @benchmarkable setdiff($c, $c2) | ||
|
||
g[cstr, tstr, "union", c2str, c2str] = @benchmarkable union($c, $c2, $c2) | ||
g[cstr, tstr, "intersect", c2str, c2str] = @benchmarkable intersect($c, $c2, $c2) | ||
g[cstr, tstr, "symdiff", c2str, c2str] = @benchmarkable symdiff($c, $c2, $c2) | ||
|
||
if C === BitSet && C2 === BitSet | ||
g[cstr, tstr, "intersect!", c2str] = @benchmarkable intersect!(d, $c2) setup=(d=copy($c)) evals=1 | ||
end | ||
if C === BitSet | ||
g[cstr, tstr, "symdiff!", c2str] = @benchmarkable symdiff!(d, $c2) setup=(d=copy($c)) evals=1 | ||
end | ||
if C in (BitSet, Set) | ||
g[cstr, tstr, "setdiff!", c2str] = @benchmarkable setdiff!(d, $c2) setup=(d=copy($c)) evals=1 | ||
g[cstr, tstr, "union!", c2str] = @benchmarkable union!(d, $c2) setup=(d=copy($c)) evals=1 | ||
end | ||
g[cstr, tstr, "⊆", c2str] = @benchmarkable ⊆($c, $c2) | ||
end | ||
C === Vector && return | ||
empty = newcoll(C, Int) | ||
c2 = C(newints) | ||
g[cstr, tstr, "<", cstr] = @benchmarkable <($c, $c2) | ||
g["empty", tstr, "<", cstr] = @benchmarkable <($empty, $c) | ||
g["empty", tstr, "⊆", cstr] = @benchmarkable ⊆($empty, $c) | ||
g[cstr, tstr, "⊆", "self"] = @benchmarkable ⊆($c, $c) | ||
g[cstr, tstr, "==", cstr] = @benchmarkable ==($c, $c2) | ||
g[cstr, tstr, "==", "self"] = @benchmarkable ==($c, $c) | ||
end | ||
|
||
# test BitSet with very large values | ||
const small, big = BitSet(2), BitSet(2^18) | ||
g["BitSet", "Int", "union!", "big"] = @benchmarkable union!(b, $small) setup=(b=BitSet(2^18)) evals=1 | ||
g["BitSet", "Int", "union!", "small"] = @benchmarkable union!(s, $big) setup=(s=BitSet(2)) evals=1 | ||
g["BitSet", "Int", "intersect!", "big"] = @benchmarkable intersect!(b, $small) setup=(b=BitSet(2^18)) evals=1 | ||
g["BitSet", "Int", "intersect!", "small"] = @benchmarkable intersect!(s, $big) setup=(s=BitSet(2)) evals=1 | ||
g["BitSet", "Int", "setdiff!", "big"] = @benchmarkable setdiff!(b, $small) setup=(b=BitSet(2^18)) evals=1 | ||
g["BitSet", "Int", "setdiff!", "small"] = @benchmarkable setdiff!(s, $big) setup=(s=BitSet(2)) evals=1 | ||
g["BitSet", "Int", "symdiff!", "big"] = @benchmarkable symdiff!(b, $small) setup=(b=BitSet(2^18)) evals=1 | ||
g["BitSet", "Int", "symdiff!", "small"] = @benchmarkable symdiff!(s, $big) setup=(s=BitSet(2)) evals=1 | ||
|
||
set_tolerance!(g) | ||
|
||
############################################# | ||
# Optimizations for types with "few" values # | ||
############################################# | ||
|
||
# cf. issue #20903 and PR #21964 | ||
g = addgroup!(SUITE, "optimizations", ["Dict", "Set", "BitSet", "Vector"]) | ||
|
||
for T in (Void, Bool, Int8, UInt16) | ||
v::Vector{T} = T === Void ? Vector{Void}(100000) : | ||
rand(MT, one(T):typemax(T), 100000) | ||
tstr = string(T) | ||
g["Dict", "abstract", tstr] = @benchmarkable Dict($(map(Pair, v, v))) | ||
g["Dict", "concrete", tstr] = @benchmarkable Dict{$T,$T}($(map(Pair, v, v))) | ||
g["Set", "abstract", tstr] = @benchmarkable Set($v) | ||
g["Set", "concrete", tstr] = @benchmarkable Set{$T}($v) | ||
if T === Void | ||
g["Vector", "abstract", tstr] = @benchmarkable Vector($v) | ||
g["Vector", "concrete", tstr] = @benchmarkable Vector{$T}($v) | ||
elseif T !== Bool && (!(T <: Unsigned) || VERSION >= v"0.7.0-") | ||
# there is a bug on 0.6, will probably get fixed on v6.2, cf. #24365 | ||
g["BitSet", tstr] = @benchmarkable BitSet($v) | ||
end | ||
end | ||
|
||
set_tolerance!(g) | ||
|
||
end # module |