Description
In Erik Michaels-Ober's great talk, 'Writing Fast Ruby': Video @ Baruco 2014, Slide, he presented us with many idioms that lead to faster running Ruby code. He inspired me to document these to let more people know. I try to link to real commits so people can see that this can really have benefits in the real world. This does not mean you can always blindly replace one with another. It depends on the context (e.g. gsub versus tr). Friendly reminder: Use with caution!
Each idiom has a corresponding code example that resides in code.
All results listed in README.md are running with Ruby 2.2.0p0 on OS X 10.10.1. Machine information: MacBook Pro (Retina, 15-inch, Mid 2014), 2.5 GHz Intel Core i7, 16 GB 1600 MHz DDR3. Your results may vary, but you get the idea. : )
You can checkout the travis build for these benchmark results ran against different Ruby implementations.
fast-ruby alternatives and similar gems
Based on the "Coding Style Guides" category.
Alternatively, view fast-ruby alternatives based on common mentions on social networks and blogs.
-
Fundamental Ruby
:books: Fundamental programming with ruby examples and references. It covers threads, SOLID principles, design patterns, data structures, algorithms. Books for reading. Repo for website https://github.com/khusnetdinov/betterdocs
Scout Monitoring - Performance metrics and, now, Logs Management Monitoring with Scout Monitoring
* Code Quality Rankings and insights are calculated and provided by Lumnify.
They vary from L1 to L5 with "L5" being the highest.
Do you think we are missing an alternative of fast-ruby or a related project?
README
Fast Ruby
In Erik Michaels-Ober's great talk, 'Writing Fast Ruby': Video @ Baruco 2014, Slide, he presented us with many idioms that lead to faster running Ruby code. He inspired me to document these to let more people know. I try to link to real commits so people can see that this can really have benefits in the real world. This does not mean you can always blindly replace one with another. It depends on the context (e.g. gsub
versus tr
). Friendly reminder: Use with caution!
Each idiom has a corresponding code example that resides in [code](code).
All results listed in README.md are running with Ruby 2.2.0p0 on OS X 10.10.1. Machine information: MacBook Pro (Retina, 15-inch, Mid 2014), 2.5 GHz Intel Core i7, 16 GB 1600 MHz DDR3. Your results may vary, but you get the idea. : )
You can checkout the GitHub Actions build for these benchmark results ran against different Ruby implementations.
Let's write faster code, together! <3
Analyze your code
Checkout the fasterer project - it's a static analysis that checks speed idioms written in this repo.
Measurement Tool
Use benchmark-ips (2.0+).
Template
require "benchmark/ips"
def fast
end
def slow
end
Benchmark.ips do |x|
x.report("fast code description") { fast }
x.report("slow code description") { slow }
x.compare!
end
Idioms
Index
General
attr_accessor
vs getter and setter
[code](code/general/attr-accessor-vs-getter-and-setter.rb)
https://www.omniref.com/ruby/2.2.0/files/method.h?#annotation=4081781&line=47
$ ruby -v code/general/attr-accessor-vs-getter-and-setter.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
getter_and_setter 61.240k i/100ms
attr_accessor 66.535k i/100ms
-------------------------------------------------
getter_and_setter 1.660M (± 9.7%) i/s - 8.267M
attr_accessor 1.865M (± 9.2%) i/s - 9.248M
Comparison:
attr_accessor: 1865408.4 i/s
getter_and_setter: 1660021.9 i/s - 1.12x slower
begin...rescue
vs respond_to?
for Control Flow [code](code/general/begin-rescue-vs-respond-to.rb)
$ ruby -v code/general/begin-rescue-vs-respond-to.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
begin...rescue 29.452k i/100ms
respond_to? 106.528k i/100ms
-------------------------------------------------
begin...rescue 371.591k (± 5.4%) i/s - 1.855M
respond_to? 3.277M (± 7.5%) i/s - 16.299M
Comparison:
respond_to?: 3276972.3 i/s
begin...rescue: 371591.0 i/s - 8.82x slower
define_method
vs module_eval
for Defining Methods [code](code/general/define_method-vs-module-eval.rb)
$ ruby -v code/general/define_method-vs-module-eval.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
module_eval with string 125.000 i/100ms
define_method 138.000 i/100ms
-------------------------------------------------
module_eval with string 1.130k (±20.3%) i/s - 5.500k
define_method 1.346k (±25.9%) i/s - 6.348k
Comparison:
define_method: 1345.6 i/s
module_eval with string: 1129.7 i/s - 1.19x slower
String#constantize
vs a comparison for inflection
ActiveSupport's String#constantize "resolves the constant reference expression in its receiver".
ruby 2.7.3p183 (2021-04-05 revision 6847ee089d) [x86_64-darwin20]
Calculating -------------------------------------
using an if statement
8.124M (± 1.8%) i/s - 41.357M in 5.092437s
String#constantize 2.462M (± 2.4%) i/s - 12.315M in 5.004089s
Comparison:
using an if statement: 8123851.3 i/s
String#constantize: 2462371.2 i/s - 3.30x (± 0.00) slower
raise
vs E2MM#Raise
for raising (and defining) exceptions [code](code/general/raise-vs-e2mmap.rb)
Ruby's Exception2MessageMapper module allows one to define and raise exceptions with predefined messages.
$ ruby -v code/general/raise-vs-e2mmap.rb
ruby 2.2.3p173 (2015-08-18 revision 51636) [x86_64-darwin14]
Calculating -------------------------------------
Ruby exception: E2MM#Raise
2.865k i/100ms
Ruby exception: Kernel#raise
42.215k i/100ms
-------------------------------------------------
Ruby exception: E2MM#Raise
27.270k (± 8.8%) i/s - 137.520k
Ruby exception: Kernel#raise
617.446k (± 7.9%) i/s - 3.082M
Comparison:
Ruby exception: Kernel#raise: 617446.2 i/s
Ruby exception: E2MM#Raise: 27269.8 i/s - 22.64x slower
Calculating -------------------------------------
Custom exception: E2MM#Raise
2.807k i/100ms
Custom exception: Kernel#raise
45.313k i/100ms
-------------------------------------------------
Custom exception: E2MM#Raise
29.005k (± 7.2%) i/s - 145.964k
Custom exception: Kernel#raise
589.149k (± 7.8%) i/s - 2.945M
Comparison:
Custom exception: Kernel#raise: 589148.7 i/s
Custom exception: E2MM#Raise: 29004.8 i/s - 20.31x slower
loop
vs while true
[code](code/general/loop-vs-while-true.rb)
$ ruby -v code/general/loop-vs-while-true.rb
ruby 2.2.3p173 (2015-08-18 revision 51636) [x86_64-linux]
Calculating -------------------------------------
While Loop 1.000 i/100ms
Kernel loop 1.000 i/100ms
-------------------------------------------------
While Loop 0.536 (± 0.0%) i/s - 3.000 in 5.593042s
Kernel loop 0.223 (± 0.0%) i/s - 2.000 in 8.982355s
Comparison:
While Loop: 0.5 i/s
Kernel loop: 0.2 i/s - 2.41x slower
ancestors.include?
vs <=
[code](code/general/inheritance-check.rb)
$ ruby -vW0 code/general/inheritance-check.rb
ruby 2.5.0p0 (2017-12-25 revision 61468) [x86_64-linux]
Warming up --------------------------------------
less than or equal 66.992k i/100ms
ancestors.include? 16.943k i/100ms
Calculating -------------------------------------
less than or equal 1.250M (± 6.4%) i/s - 6.230M in 5.006896s
ancestors.include? 192.603k (± 4.8%) i/s - 965.751k in 5.025917s
Comparison:
less than or equal: 1249606.0 i/s
ancestors.include?: 192602.9 i/s - 6.49x slower
Method Invocation
call
vs send
vs method_missing
[code](code/method/call-vs-send-vs-method_missing.rb)
$ ruby -v code/method/call-vs-send-vs-method_missing.rb
ruby 2.2.2p95 (2015-04-13 revision 50295) [x86_64-darwin14]
Calculating -------------------------------------
call 115.094k i/100ms
send 105.258k i/100ms
method_missing 100.762k i/100ms
-------------------------------------------------
call 3.811M (± 5.9%) i/s - 18.991M
send 3.244M (± 7.2%) i/s - 16.210M
method_missing 2.729M (± 9.8%) i/s - 13.401M
Comparison:
call: 3811183.4 i/s
send: 3244239.1 i/s - 1.17x slower
method_missing: 2728893.0 i/s - 1.40x slower
Normal way to apply method vs &method(...)
[code](code/general/block-apply-method.rb)
$ ruby -v code/general/block-apply-method.rb
ruby 2.2.2p95 (2015-04-13 revision 50295) [x86_64-darwin14]
Calculating -------------------------------------
normal 85.749k i/100ms
&method 35.529k i/100ms
-------------------------------------------------
normal 1.867M (± 7.6%) i/s - 9.347M
&method 467.095k (± 6.4%) i/s - 2.345M
Comparison:
normal: 1866669.5 i/s
&method: 467095.4 i/s - 4.00x slower
Function with single Array argument vs splat arguments [code](code/general/array-argument-vs-splat-arguments.rb)
$ ruby -v code/general/array-argument-vs-splat-arguments.rb
ruby 2.1.7p400 (2015-08-18 revision 51632) [x86_64-linux-gnu]
Calculating -------------------------------------
Function with single Array argument
157.231k i/100ms
Function with splat arguments
4.983k i/100ms
-------------------------------------------------
Function with single Array argument
5.581M (± 2.0%) i/s - 27.987M
Function with splat arguments
54.428k (± 3.3%) i/s - 274.065k
Comparison:
Function with single Array argument: 5580972.6 i/s
Function with splat arguments: 54427.7 i/s - 102.54x slower
Hash vs OpenStruct on access assuming you already have a Hash or an OpenStruct [code](code/general/hash-vs-openstruct-on-access.rb)
$ ruby -v code/general/hash-vs-openstruct-on-access.rb
ruby 2.2.3p173 (2015-08-18 revision 51636) [x86_64-darwin14]
Calculating -------------------------------------
Hash 128.344k i/100ms
OpenStruct 110.723k i/100ms
-------------------------------------------------
Hash 5.279M (± 7.0%) i/s - 26.311M
OpenStruct 3.048M (± 7.0%) i/s - 15.169M
Comparison:
Hash: 5278844.0 i/s
OpenStruct: 3048139.8 i/s - 1.73x slower
Hash vs OpenStruct (creation) [code](code/general/hash-vs-openstruct.rb)
$ ruby -v code/general/hash-vs-openstruct.rb
ruby 2.2.3p173 (2015-08-18 revision 51636) [x86_64-darwin14]
Calculating -------------------------------------
Hash 75.510k i/100ms
OpenStruct 9.126k i/100ms
-------------------------------------------------
Hash 1.604M (±11.0%) i/s - 7.929M
OpenStruct 96.855k (± 9.9%) i/s - 483.678k
Comparison:
Hash: 1604259.1 i/s
OpenStruct: 96855.3 i/s - 16.56x slower
Kernel#format vs Float#round().to_s [code](code/general/format-vs-round-and-to-s.rb)
$ ruby -v code/general/format-vs-round-and-to-s.rb
ruby 2.3.3p222 (2016-11-21 revision 56859) [x86_64-darwin15]
Warming up --------------------------------------
Float#round 106.645k i/100ms
Kernel#format 84.304k i/100ms
String#% 78.635k i/100ms
Calculating -------------------------------------
Float#round 1.570M (± 3.2%) i/s - 7.892M in 5.030672s
Kernel#format 1.144M (± 3.0%) i/s - 5.733M in 5.015621s
String#% 1.047M (± 4.2%) i/s - 5.269M in 5.042970s
Comparison:
Float#round: 1570411.4 i/s
Kernel#format: 1144036.6 i/s - 1.37x slower
String#%: 1046689.1 i/s - 1.50x slower
Array
Array#bsearch
vs Array#find
[code](code/array/bsearch-vs-find.rb)
WARNING: bsearch
ONLY works on sorted array. More details please see #29.
$ ruby -v code/array/bsearch-vs-find.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
find 1.000 i/100ms
bsearch 42.216k i/100ms
-------------------------------------------------
find 0.184 (± 0.0%) i/s - 1.000 in 5.434758s
bsearch 577.301k (± 6.6%) i/s - 2.913M
Comparison:
bsearch: 577300.7 i/s
find: 0.2 i/s - 3137489.63x slower
Array#length
vs Array#size
vs Array#count
[code](code/array/length-vs-size-vs-count.rb)
Use #length
when you only want to know how many elements in the array, #count
could also achieve this. However #count
should be use for counting specific elements in array. Note #size
is an alias of #length
.
$ ruby -v code/array/length-vs-size-vs-count.rb
ruby 2.2.2p95 (2015-04-13 revision 50295) [x86_64-darwin14]
Calculating -------------------------------------
Array#length 172.998k i/100ms
Array#size 168.130k i/100ms
Array#count 164.911k i/100ms
-------------------------------------------------
Array#length 11.394M (± 6.1%) i/s - 56.743M
Array#size 11.303M (± 6.5%) i/s - 56.324M
Array#count 9.195M (± 8.6%) i/s - 45.680M
Comparison:
Array#length: 11394036.7 i/s
Array#size: 11302701.1 i/s - 1.01x slower
Array#count: 9194976.2 i/s - 1.24x slower
Array#shuffle.first
vs Array#sample
[code](code/array/shuffle-first-vs-sample.rb)
Array#shuffle
allocates an extra array.Array#sample
indexes into the array without allocating an extra array. This is the reason why Array#sample exists. —— @sferik rails/rails#17245
$ ruby -v code/array/shuffle-first-vs-sample.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
Array#shuffle.first 25.406k i/100ms
Array#sample 125.101k i/100ms
-------------------------------------------------
Array#shuffle.first 304.341k (± 4.3%) i/s - 1.524M
Array#sample 5.727M (± 8.6%) i/s - 28.523M
Comparison:
Array#sample: 5727032.0 i/s
Array#shuffle.first: 304341.1 i/s - 18.82x slower
Array#[](0)
vs Array#first
[code](code/array/array-first-vs-index.rb)
$ ruby -v code/array/array-first-vs-index.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
Array#[0] 152.751k i/100ms
Array#first 148.088k i/100ms
-------------------------------------------------
Array#[0] 8.614M (± 7.0%) i/s - 42.923M
Array#first 7.465M (±10.7%) i/s - 36.874M
Comparison:
Array#[0]: 8613583.7 i/s
Array#first: 7464526.6 i/s - 1.15x slower
Array#[](-1)
vs Array#last
[code](code/array/array-last-vs-index.rb)
$ ruby -v code/array/array-last-vs-index.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
Array#[-1] 151.940k i/100ms
Array#last 153.371k i/100ms
-------------------------------------------------
Array#[-1] 8.582M (± 4.6%) i/s - 42.847M
Array#last 7.639M (± 5.7%) i/s - 38.189M
Comparison:
Array#[-1]: 8582074.3 i/s
Array#last: 7639254.5 i/s - 1.12x slower
Array#insert
vs Array#unshift
[code](code/array/insert-vs-unshift.rb)
$ ruby -v code/array/insert-vs-unshift.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin10.0]
Calculating -------------------------------------
Array#unshift 4.000 i/100ms
Array#insert 1.000 i/100ms
-------------------------------------------------
Array#unshift 44.947 (± 6.7%) i/s - 224.000
Array#insert 0.171 (± 0.0%) i/s - 1.000 in 5.841595s
Comparison:
Array#unshift: 44.9 i/s
Array#insert: 0.2 i/s - 262.56x slower
Array#concat
vs Array#+
[code](code/array/array-concat-vs-+.rb)
Array#+
returns a new array built by concatenating the two arrays together to
produce a third array. Array#concat
appends the elements of the other array to self.
This means that the + operator will create a new array each time it is called
(which is expensive), while concat only appends the new element.
$ ruby -v code/array/array-concat-vs-+.rb
ruby 2.5.1p57 (2018-03-29 revision 63029) [x86_64-darwin18]
Warming up --------------------------------------
Array#concat 23.000 i/100ms
Array#+ 1.000 i/100ms
Calculating -------------------------------------
Array#concat 217.669 (±15.2%) i/s - 1.058k in 5.016952s
Array#+ 1.475 (± 0.0%) i/s - 8.000 in 5.467642s
Comparison:
Array#concat: 217.7 i/s
Array#+: 1.5 i/s - 147.54x slower
Array#new
vs Fixnum#times + map
[code](code/array/array-new-vs-fixnum-times-map.rb)
Typical slowdown is 40-60% depending on the size of the array. See the corresponding pull request for performance characteristics.
ruby 2.3.0p0 (2015-12-25 revision 53290) [x86_64-darwin15]
Calculating -------------------------------------
Array#new 63.875k i/100ms
Fixnum#times + map 48.010k i/100ms
-------------------------------------------------
Array#new 1.070M (± 2.2%) i/s - 5.365M
Fixnum#times + map 678.097k (± 2.7%) i/s - 3.409M
Comparison:
Array#new: 1069837.0 i/s
Fixnum#times + map: 678097.4 i/s - 1.58x slower
Enumerable
Enumerable#each + push
vs Enumerable#map
[code](code/enumerable/each-push-vs-map.rb)
$ ruby -v code/enumerable/each-push-vs-map.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
Array#each + push 9.025k i/100ms
Array#map 13.947k i/100ms
-------------------------------------------------
Array#each + push 99.634k (± 3.2%) i/s - 505.400k
Array#map 158.091k (± 4.2%) i/s - 794.979k
Comparison:
Array#map: 158090.9 i/s
Array#each + push: 99634.2 i/s - 1.59x slower
Enumerable#each
vs for
loop [code](code/enumerable/each-vs-for-loop.rb)
$ ruby -v code/enumerable/each-vs-for-loop.rb
ruby 2.2.0preview1 (2014-09-17 trunk 47616) [x86_64-darwin14]
Calculating -------------------------------------
For loop 17.111k i/100ms
#each 18.464k i/100ms
-------------------------------------------------
For loop 198.517k (± 5.3%) i/s - 992.438k
#each 208.157k (± 5.0%) i/s - 1.052M
Comparison:
#each: 208157.4 i/s
For loop: 198517.3 i/s - 1.05x slower
Enumerable#each_with_index
vs while
loop [code](code/enumerable/each_with_index-vs-while-loop.rb)
$ ruby -v code/enumerable/each_with_index-vs-while-loop.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
While Loop 22.553k i/100ms
each_with_index 11.963k i/100ms
-------------------------------------------------
While Loop 240.752k (± 7.1%) i/s - 1.218M
each_with_index 126.753k (± 5.9%) i/s - 634.039k
Comparison:
While Loop: 240752.1 i/s
each_with_index: 126753.4 i/s - 1.90x slower
Enumerable#map
...Array#flatten
vs Enumerable#flat_map
[code](code/enumerable/map-flatten-vs-flat_map.rb)
-- @sferik rails/rails@3413b88, Replace map.flatten with flat_map, Replace map.flatten(1) with flat_map
$ ruby -v code/enumerable/map-flatten-vs-flat_map.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
Array#map.flatten(1) 3.315k i/100ms
Array#map.flatten 3.283k i/100ms
Array#flat_map 5.350k i/100ms
-------------------------------------------------
Array#map.flatten(1) 33.801k (± 4.3%) i/s - 169.065k
Array#map.flatten 34.530k (± 6.0%) i/s - 173.999k
Array#flat_map 55.980k (± 5.0%) i/s - 283.550k
Comparison:
Array#flat_map: 55979.6 i/s
Array#map.flatten: 34529.6 i/s - 1.62x slower
Array#map.flatten(1): 33800.6 i/s - 1.66x slower
Enumerable#reverse.each
vs Enumerable#reverse_each
[code](code/enumerable/reverse-each-vs-reverse_each.rb)
Enumerable#reverse
allocates an extra array.Enumerable#reverse_each
yields each value without allocating an extra array. This is the reason whyEnumerable#reverse_each
exists. -- @sferik rails/rails#17244
$ ruby -v code/enumerable/reverse-each-vs-reverse_each.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
Array#reverse.each 16.746k i/100ms
Array#reverse_each 18.590k i/100ms
-------------------------------------------------
Array#reverse.each 190.729k (± 4.8%) i/s - 954.522k
Array#reverse_each 216.060k (± 4.3%) i/s - 1.078M
Comparison:
Array#reverse_each: 216060.5 i/s
Array#reverse.each: 190729.1 i/s - 1.13x slower
Enumerable#sort_by.first
vs Enumerable#min_by
[code](code/enumerable/sort_by-first-vs-min_by.rb)
Enumerable#sort_by
performs a sort of the enumerable and allocates a
new array the size of the enumerable. Enumerable#min_by
doesn't
perform a sort or allocate an array the size of the enumerable.
Similar comparisons hold for Enumerable#sort_by.last
vs
Enumerable#max_by
, Enumerable#sort.first
vs Enumerable#min
, and
Enumerable#sort.last
vs Enumerable#max
.
$ ruby -v code/enumerable/sort_by-first-vs-min_by.rb
ruby 2.5.1p57 (2018-03-29 revision 63029) [x86_64-darwin17]
Warming up --------------------------------------
Enumerable#min_by 15.170k i/100ms
Enumerable#sort_by...first
10.413k i/100ms
Calculating -------------------------------------
Enumerable#min_by 157.877k (± 0.9%) i/s - 804.010k in 5.093048s
Enumerable#sort_by...first
106.831k (± 1.3%) i/s - 541.476k in 5.069403s
Comparison:
Enumerable#min_by: 157877.0 i/s
Enumerable#sort_by...first: 106831.1 i/s - 1.48x slower
Enumerable#detect
vs Enumerable#select.first
[code](code/enumerable/select-first-vs-detect.rb)
$ ruby -v code/enumerable/select-first-vs-detect.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
Enumerable#select.first 8.515k i/100ms
Enumerable#detect 33.885k i/100ms
-------------------------------------------------
Enumerable#select.first 89.757k (± 5.0%) i/s - 1.797M
Enumerable#detect 434.304k (± 5.2%) i/s - 8.675M
Comparison:
Enumerable#detect: 434304.2 i/s
Enumerable#select.first: 89757.4 i/s - 4.84x slower
Enumerable#select.last
vs Enumerable#reverse.detect
[code](code/enumerable/select-last-vs-reverse-detect.rb)
$ ruby -v code/enumerable/select-last-vs-reverse-detect.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
Enumerable#reverse.detect 62.636k i/100ms
Enumerable#select.last 11.687k i/100ms
-------------------------------------------------
Enumerable#reverse.detect 1.263M (± 8.2%) i/s - 6.326M
Enumerable#select.last 119.387k (± 5.7%) i/s - 596.037k
Comparison:
Enumerable#reverse.detect: 1263100.2 i/s
Enumerable#select.last: 119386.8 i/s - 10.58x slower
Enumerable#sort
vs Enumerable#sort_by
[code](code/enumerable/sort-vs-sort_by.rb)
$ ruby -v code/enumerable/sort-vs-sort_by.rb
ruby 2.2.2p95 (2015-04-13 revision 50295) [x86_64-darwin14]
Calculating -------------------------------------
Enumerable#sort_by (Symbol#to_proc) 2.680k i/100ms
Enumerable#sort_by 2.462k i/100ms
Enumerable#sort 1.320k i/100ms
-------------------------------------------------
Enumerable#sort_by (Symbol#to_proc) 25.916k (± 4.4%) i/s - 131.320k
Enumerable#sort_by 24.650k (± 5.1%) i/s - 125.562k
Enumerable#sort 14.018k (± 5.6%) i/s - 69.960k
Comparison:
Enumerable#sort_by (Symbol#to_proc): 25916.1 i/s
Enumerable#sort_by: 24650.2 i/s - 1.05x slower
Enumerable#sort: 14018.3 i/s - 1.85x slower
Enumerable#inject Symbol
vs Enumerable#inject Proc
[code](code/enumerable/inject-symbol-vs-block.rb)
Of note, to_proc
for 1.8.7 is considerable slower than the block format
$ ruby -v code/enumerable/inject-symbol-vs-block.rb
ruby 2.2.4p230 (2015-12-16 revision 53155) [x86_64-darwin14]
Warming up --------------------------------------
inject symbol 1.893k i/100ms
inject to_proc 1.583k i/100ms
inject block 1.390k i/100ms
Calculating -------------------------------------
inject symbol 19.001k (± 3.8%) i/s - 96.543k
inject to_proc 15.958k (± 3.5%) i/s - 80.733k
inject block 14.063k (± 3.9%) i/s - 70.890k
Comparison:
inject symbol: 19001.5 i/s
inject to_proc: 15958.3 i/s - 1.19x slower
inject block: 14063.1 i/s - 1.35x slower
Date
Date.iso8601
vs Date.parse
[code](code/date/iso8601-vs-parse.rb)
When expecting well-formatted data from e.g. an API, iso8601
is faster and will raise an ArgumentError
on malformed input.
$ ruby -v code/date/iso8601-vs-parse.rb
ruby 2.4.3p205 (2017-12-14 revision 61247) [x86_64-darwin17]
Warming up --------------------------------------
Date.iso8601 28.880k i/100ms
Date.parse 15.805k i/100ms
Calculating -------------------------------------
Date.iso8601 328.035k (± 4.7%) i/s - 1.646M in 5.029287s
Date.parse 175.546k (± 3.8%) i/s - 885.080k in 5.049444s
Comparison:
Date.iso8601: 328035.3 i/s
Date.parse: 175545.9 i/s - 1.87x slower
Hash
Hash#[]
vs Hash#fetch
[code](code/hash/bracket-vs-fetch.rb)
If you use Ruby 2.2, Symbol
could be more performant than String
as Hash
keys.
Read more regarding this: Symbol GC in Ruby 2.2 and Unraveling String Key Performance in Ruby 2.2.
$ ruby -v code/hash/bracket-vs-fetch.rb
ruby 2.2.2p95 (2015-04-13 revision 50295) [x86_64-darwin14]
Calculating -------------------------------------
Hash#[], symbol 143.850k i/100ms
Hash#fetch, symbol 137.425k i/100ms
Hash#[], string 143.083k i/100ms
Hash#fetch, string 120.417k i/100ms
-------------------------------------------------
Hash#[], symbol 7.531M (± 6.6%) i/s - 37.545M
Hash#fetch, symbol 6.644M (± 8.2%) i/s - 32.982M
Hash#[], string 6.657M (± 7.7%) i/s - 33.195M
Hash#fetch, string 3.981M (± 8.7%) i/s - 19.748M
Comparison:
Hash#[], symbol: 7531355.8 i/s
Hash#[], string: 6656818.8 i/s - 1.13x slower
Hash#fetch, symbol: 6643665.5 i/s - 1.13x slower
Hash#fetch, string: 3981166.5 i/s - 1.89x slower
Hash#dig
vs Hash#[]
vs Hash#fetch
[code](code/hash/dig-vs-[]-vs-fetch.rb)
Ruby 2.3 introduced Hash#dig
which is a readable
and performant option for retrieval from a nested hash, returning nil
if an extraction step fails.
See #102 (comment) for more info.
$ ruby -v code/hash/dig-vs-\[\]-vs-fetch.rb
ruby 2.3.0p0 (2015-12-25 revision 53290) [x86_64-darwin15]
Calculating -------------------------------------
Hash#dig 5.719M (± 6.1%) i/s - 28.573M in 5.013997s
Hash#[] 6.066M (± 6.9%) i/s - 30.324M in 5.025614s
Hash#[] || 5.366M (± 6.5%) i/s - 26.933M in 5.041403s
Hash#[] && 2.782M (± 4.8%) i/s - 13.905M in 5.010328s
Hash#fetch 4.101M (± 6.1%) i/s - 20.531M in 5.024945s
Hash#fetch fallback 2.975M (± 5.5%) i/s - 14.972M in 5.048880s
Comparison:
Hash#[]: 6065791.0 i/s
Hash#dig: 5719290.9 i/s - same-ish: difference falls within error
Hash#[] ||: 5366226.5 i/s - same-ish: difference falls within error
Hash#fetch: 4101102.1 i/s - 1.48x slower
Hash#fetch fallback: 2974906.9 i/s - 2.04x slower
Hash#[] &&: 2781646.6 i/s - 2.18x slower
Hash[]
vs Hash#dup
[code](code/hash/bracket-vs-dup.rb)
Source: http://tenderlovemaking.com/2015/02/11/weird-stuff-with-hashes.html
Does this mean that you should switch to Hash[]? Only if your benchmarks can prove that it’s a bottleneck. Please please please don’t change all of your code because this shows it’s faster. Make sure to measure your app performance first.
$ ruby -v code/hash/bracket-vs-dup.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
Hash[] 29.403k i/100ms
Hash#dup 16.195k i/100ms
-------------------------------------------------
Hash[] 343.987k (± 8.7%) i/s - 1.735M
Hash#dup 163.516k (±10.2%) i/s - 825.945k
Comparison:
Hash[]: 343986.5 i/s
Hash#dup: 163516.3 i/s - 2.10x slower
Hash#fetch
with argument vs Hash#fetch
+ block [code](code/hash/fetch-vs-fetch-with-block.rb)
Note that the speedup in the block version comes from avoiding repeated construction of the argument. If the argument is a constant, number symbol or something of that sort the argument version is actually slightly faster See also #39 (comment)
$ ruby -v code/hash/fetch-vs-fetch-with-block.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin13]
Calculating -------------------------------------
Hash#fetch + const 129.868k i/100ms
Hash#fetch + block 125.254k i/100ms
Hash#fetch + arg 121.155k i/100ms
-------------------------------------------------
Hash#fetch + const 7.031M (± 7.0%) i/s - 34.934M
Hash#fetch + block 6.815M (± 4.2%) i/s - 34.069M
Hash#fetch + arg 4.753M (± 5.6%) i/s - 23.746M
Comparison:
Hash#fetch + const: 7030600.4 i/s
Hash#fetch + block: 6814826.7 i/s - 1.03x slower
Hash#fetch + arg: 4752567.2 i/s - 1.48x slower
Hash#each_key
instead of Hash#keys.each
[code](code/hash/keys-each-vs-each_key.rb)
Hash#keys.each
allocates an array of keys;Hash#each_key
iterates through the keys without allocating a new array. This is the reason whyHash#each_key
exists. —— @sferik rails/rails#17099
$ ruby -v code/hash/keys-each-vs-each_key.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
Hash#keys.each 56.690k i/100ms
Hash#each_key 59.658k i/100ms
-------------------------------------------------
Hash#keys.each 869.262k (± 5.0%) i/s - 4.365M
Hash#each_key 1.049M (± 6.0%) i/s - 5.250M
Comparison:
Hash#each_key: 1049161.6 i/s
Hash#keys.each: 869262.3 i/s - 1.21x slower
Hash#key?
instead of Hash#keys.include?
[code](code/hash/keys-include-vs-key.rb)
Hash#keys.include?
allocates an array of keys and performs an O(n) search;Hash#key?
performs an O(1) hash lookup without allocating a new array.
$ ruby -v code/hash/keys-include-vs-key.rb
ruby 2.5.1p57 (2018-03-29 revision 63029) [x86_64-darwin17]
Calculating -------------------------------------
Hash#keys.include? 8.612k (± 2.5%) i/s - 43.248k in 5.024749s
Hash#key? 6.366M (± 5.5%) i/s - 31.715M in 5.002276s
Comparison:
Hash#key?: 6365855.5 i/s
Hash#keys.include?: 8612.4 i/s - 739.15x slower
Hash#value?
instead of Hash#values.include?
[code](code/hash/values-include-vs-value.rb)
Hash#values.include?
allocates an array of values and performs an O(n) search;Hash#value?
performs an O(n) search without allocating a new array.
$ ruby -v code/hash/values-include-vs-value.rb
ruby 2.5.1p57 (2018-03-29 revision 63029) [x86_64-darwin17]
Calculating -------------------------------------
Hash#values.include? 23.187k (± 4.3%) i/s - 117.720k in 5.086976s
Hash#value? 38.395k (± 1.0%) i/s - 194.361k in 5.062696s
Comparison:
Hash#value?: 38395.0 i/s
Hash#values.include?: 23186.8 i/s - 1.66x slower
Hash#merge!
vs Hash#[]=
[code](code/hash/merge-bang-vs-[]=.rb)
$ ruby -v code/hash/merge-bang-vs-\[\]=.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
Hash#merge! 1.023k i/100ms
Hash#[]= 2.844k i/100ms
-------------------------------------------------
Hash#merge! 10.653k (± 4.9%) i/s - 53.196k
Hash#[]= 28.287k (±12.4%) i/s - 142.200k
Comparison:
Hash#[]=: 28287.1 i/s
Hash#merge!: 10653.3 i/s - 2.66x slower
Hash#update
vs Hash#[]=
[code](code/hash/update-vs-[]=.rb)
$ ruby -v code/hash/update-vs-\[\]=.rb
ruby 2.6.6p146 (2020-03-31 revision 67876) [x86_64-darwin18]
Warming up --------------------------------------
Hash#[]= 7.453k i/100ms
Hash#update 4.311k i/100ms
Calculating -------------------------------------
Hash#[]= 74.764k (± 1.9%) i/s - 380.103k in 5.085962s
Hash#update 43.220k (± 0.8%) i/s - 219.861k in 5.087364s
Comparison:
Hash#[]=: 74764.0 i/s
Hash#update: 43220.1 i/s - 1.73x (± 0.00) slower
Hash#merge
vs Hash#**other
[code](code/hash/merge-vs-double-splat-operator.rb)
$ ruby -v code/hash/merge-vs-double-splat-operator.rb
ruby 2.3.3p222 (2016-11-21 revision 56859) [x86_64-darwin15]
Warming up --------------------------------------
Hash#**other 64.624k i/100ms
Hash#merge 38.827k i/100ms
Calculating -------------------------------------
Hash#**other 798.397k (± 6.9%) i/s - 4.007M in 5.053516s
Hash#merge 434.171k (± 4.5%) i/s - 2.174M in 5.018927s
Comparison:
Hash#**other: 798396.6 i/s
Hash#merge: 434170.8 i/s - 1.84x slower
Hash#merge
vs Hash#merge!
[code](code/hash/merge-vs-merge-bang.rb)
$ ruby -v code/hash/merge-vs-merge-bang.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
Hash#merge 39.000 i/100ms
Hash#merge! 1.008k i/100ms
-------------------------------------------------
Hash#merge 409.610 (± 7.6%) i/s - 2.067k
Hash#merge! 9.830k (± 5.8%) i/s - 49.392k
Comparison:
Hash#merge!: 9830.3 i/s
Hash#merge: 409.6 i/s - 24.00x slower
{}#merge!(Hash)
vs Hash#merge({})
vs Hash#dup#merge!({})
[code](code/hash/merge-bang-vs-merge-vs-dup-merge-bang.rb)
When we don't want to modify the original hash, and we want duplicates to be created See #42 for more details.
$ ruby -v code/hash/merge-bang-vs-merge-vs-dup-merge-bang.rb
ruby 2.2.2p95 (2015-04-13 revision 50295) [x86_64-linux]
Calculating -------------------------------------
{}#merge!(Hash) do end 2.006k i/100ms
Hash#merge({}) 762.000 i/100ms
Hash#dup#merge!({}) 736.000 i/100ms
-------------------------------------------------
{}#merge!(Hash) do end 20.055k (± 2.0%) i/s - 100.300k in 5.003322s
Hash#merge({}) 7.676k (± 1.2%) i/s - 38.862k in 5.063382s
Hash#dup#merge!({}) 7.440k (± 1.1%) i/s - 37.536k in 5.045851s
Comparison:
{}#merge!(Hash) do end: 20054.8 i/s
Hash#merge({}): 7676.3 i/s - 2.61x slower
Hash#dup#merge!({}): 7439.9 i/s - 2.70x slower
Hash#sort_by
vs Hash#sort
[code](code/hash/hash-key-sort_by-vs-sort.rb)
To sort hash by key.
$ ruby -v code/hash/hash-key-sort_by-vs-sort.rb
ruby 2.2.1p85 (2015-02-26 revision 49769) [x86_64-darwin14]
Calculating -------------------------------------
sort_by + to_h 11.468k i/100ms
sort + to_h 8.107k i/100ms
-------------------------------------------------
sort_by + to_h 122.176k (± 6.0%) i/s - 619.272k
sort + to_h 81.973k (± 4.7%) i/s - 413.457k
Comparison:
sort_by + to_h: 122176.2 i/s
sort + to_h: 81972.8 i/s - 1.49x slower
Native Hash#slice
vs other slice implementations before native [code](code/hash/slice-native-vs-before-native.rb)
Since ruby 2.5, Hash comes with a slice
method to select hash members by keys.
$ ruby -v code/hash/slice-native-vs-before-native.rb
ruby 2.5.3p105 (2018-10-18 revision 65156) [x86_64-linux]
Warming up --------------------------------------
Hash#native-slice 178.077k i/100ms
Array#each 124.311k i/100ms
Array#each_w/_object 110.818k i/100ms
Hash#select-include 66.972k i/100ms
Calculating -------------------------------------
Hash#native-slice 2.540M (± 1.5%) i/s - 12.822M in 5.049955s
Array#each 1.614M (± 1.0%) i/s - 8.080M in 5.007925s
Array#each_w/_object 1.353M (± 2.6%) i/s - 6.760M in 5.000441s
Hash#select-include 760.944k (± 0.9%) i/s - 3.817M in 5.017123s
Comparison:
Hash#native-slice : 2539515.5 i/s
Array#each : 1613665.5 i/s - 1.57x slower
Array#each_w/_object: 1352851.8 i/s - 1.88x slower
Hash#select-include : 760944.2 i/s - 3.34x slower
Proc & Block
Block vs Symbol#to_proc
[code](code/proc-and-block/block-vs-to_proc.rb)
Symbol#to_proc
is considerably more concise than using block syntax. ...In some cases, it reduces the number of lines of code. —— @sferik rails/rails#16833
$ ruby -v code/proc-and-block/block-vs-to_proc.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
Block 4.632k i/100ms
Symbol#to_proc 5.225k i/100ms
-------------------------------------------------
Block 47.914k (± 6.3%) i/s - 240.864k
Symbol#to_proc 54.791k (± 4.1%) i/s - 276.925k
Comparison:
Symbol#to_proc: 54791.1 i/s
Block: 47914.3 i/s - 1.14x slower
Proc#call
and block arguments vs yield
[code](code/proc-and-block/proc-call-vs-yield.rb)
In MRI Ruby before 2.5, block arguments are converted to Procs, which incurs a heap allocation.
$ ruby -v code/proc-and-block/proc-call-vs-yield.rb
ruby 2.4.4p296 (2018-03-28 revision 63013) [x86_64-darwin18]
Calculating -------------------------------------
block.call 1.967M (± 2.0%) i/s - 9.871M in 5.019328s
block + yield 2.147M (± 3.3%) i/s - 10.814M in 5.044319s
unused block 2.265M (± 1.9%) i/s - 11.333M in 5.004522s
yield 10.436M (± 1.6%) i/s - 52.260M in 5.008851s
Comparison:
yield: 10436414.0 i/s
unused block: 2265399.0 i/s - 4.61x slower
block + yield: 2146619.0 i/s - 4.86x slower
block.call: 1967300.9 i/s - 5.30x slower
MRI Ruby 2.5 implements Lazy Proc allocation for block parameters:
$ ruby -v code/proc-and-block/proc-call-vs-yield.rb
ruby 2.5.3p105 (2018-10-18 revision 65156) [x86_64-darwin18]
Calculating -------------------------------------
block.call 1.970M (± 2.3%) i/s - 9.863M in 5.009599s
block + yield 9.075M (± 2.6%) i/s - 45.510M in 5.018369s
unused block 11.176M (± 2.7%) i/s - 55.977M in 5.012741s
yield 10.588M (± 1.9%) i/s - 53.108M in 5.017755s
Comparison:
unused block: 11176355.0 i/s
yield: 10588342.3 i/s - 1.06x slower
block + yield: 9075355.5 i/s - 1.23x slower
block.call: 1969834.0 i/s - 5.67x slower
MRI Ruby 2.6 implements an optimization for block.call where a block parameter is passed:
$ ruby -v code/proc-and-block/proc-call-vs-yield.rb
ruby 2.6.1p33 (2019-01-30 revision 66950) [x86_64-darwin18]
Calculating -------------------------------------
block.call 10.587M (± 1.2%) i/s - 52.969M in 5.003808s
block + yield 12.630M (± 0.3%) i/s - 63.415M in 5.020910s
unused block 15.981M (± 0.8%) i/s - 80.255M in 5.022305s
yield 15.352M (± 3.1%) i/s - 76.816M in 5.009404s
Comparison:
unused block: 15980789.4 i/s
yield: 15351931.0 i/s - 1.04x slower
block + yield: 12630378.1 i/s - 1.27x slower
block.call: 10587315.1 i/s - 1.51x slower
String
String#dup
vs String#+
[code](code/string/dup-vs-unary-plus.rb)
Note that String.new
is not the same as the options compared, since it is
always ASCII-8BIT
encoded instead of the script encoding (usually UTF-8
).
$ ruby -v code/string/dup-vs-unary-plus.rb
ruby 2.4.3p205 (2017-12-14 revision 61247) [x86_64-darwin17]
Calculating -------------------------------------
String#+@ 7.697M (± 1.4%) i/s - 38.634M in 5.020313s
String#dup 3.566M (± 1.0%) i/s - 17.860M in 5.008377s
Comparison:
String#+@: 7697108.3 i/s
String#dup: 3566485.7 i/s - 2.16x slower
String#casecmp
vs String#casecmp?
vs String#downcase + ==
[code](code/string/casecmp-vs-downcase-==.rb)
String#casecmp?
is available on Ruby 2.4 or later.
Note that String#casecmp
only works on characters A-Z/a-z, not all of Unicode.
$ ruby -v code/string/casecmp-vs-downcase-\=\=.rb
ruby 2.7.1p83 (2020-03-31 revision a0c7c23c9c) [x86_64-darwin19]
Warming up --------------------------------------
String#casecmp? 395.796k i/100ms
String#downcase + == 543.958k i/100ms
String#casecmp 730.028k i/100ms
Calculating -------------------------------------
String#casecmp? 3.687M (±10.9%) i/s - 18.602M in 5.158065s
String#downcase + == 5.017M (±11.3%) i/s - 25.022M in 5.089175s
String#casecmp 6.948M (± 6.0%) i/s - 35.041M in 5.062714s
Comparison:
String#casecmp: 6948231.0 i/s
String#downcase + ==: 5017089.5 i/s - 1.38x (± 0.00) slower
String#casecmp?: 3686650.7 i/s - 1.88x (± 0.00) slower
String Concatenation [code](code/string/concatenation.rb)
$ ruby -v code/string/concatenation.rb
ruby 2.2.2p95 (2015-04-13 revision 50295) [x86_64-linux]
Warming up --------------------------------------
String#+ 149.298k i/100ms
String#concat 151.505k i/100ms
String#append 153.389k i/100ms
"foo" "bar" 195.552k i/100ms
"#{'foo'}#{'bar'}" 193.784k i/100ms
Calculating -------------------------------------
String#+ 2.977M (± 1.1%) i/s - 14.930M in 5.015179s
String#concat 3.017M (± 1.3%) i/s - 15.150M in 5.023063s
String#append 3.076M (± 1.2%) i/s - 15.492M in 5.037683s
"foo" "bar" 5.370M (± 1.0%) i/s - 26.986M in 5.026271s
"#{'foo'}#{'bar'}" 5.182M (± 4.6%) i/s - 25.967M in 5.022093s
Comparison:
"foo" "bar": 5369594.5 i/s
"#{'foo'}#{'bar'}": 5181745.7 i/s - same-ish: difference falls within error
String#append: 3075719.2 i/s - 1.75x slower
String#concat: 3016703.5 i/s - 1.78x slower
String#+: 2977282.7 i/s - 1.80x slower
String#match
vs String.match?
vs String#start_with?
/String#end_with?
[code (start)](code/string/start-string-checking-match-vs-start_with.rb) [code (end)](code/string/end-string-checking-match-vs-end_with.rb)
The regular expression approaches become slower as the tested string becomes
longer. For short strings, String#match?
performs similarly to
String#start_with?
/String#end_with?
.
:warning: Sometimes you cant replace regexp with
start_with?
, for example:"a\nb" =~ /^b/ #=> 2
but"a\nb" =~ /\Ab/ #=> nil
. :warning:
$ ruby -v code/string/start-string-checking-match-vs-start_with.rb
ruby 2.4.3p205 (2017-12-14 revision 61247) [x86_64-darwin17]
Calculating -------------------------------------
String#=~ 1.088M (± 4.0%) i/s - 5.471M in 5.034404s
String#match? 5.138M (± 5.0%) i/s - 25.669M in 5.008810s
String#start_with? 6.314M (± 4.3%) i/s - 31.554M in 5.007207s
Comparison:
String#start_with?: 6314182.0 i/s
String#match?: 5138115.1 i/s - 1.23x slower
String#=~: 1088461.5 i/s - 5.80x slower
$ ruby -v code/string/end-string-checking-match-vs-end_with.rb
ruby 2.4.3p205 (2017-12-14 revision 61247) [x86_64-darwin17]
Calculating -------------------------------------
String#=~ 918.101k (± 6.0%) i/s - 4.650M in 5.084079s
String#match? 3.009M (± 6.8%) i/s - 14.991M in 5.005691s
String#end_with? 4.548M (± 9.3%) i/s - 22.684M in 5.034115s
Comparison:
String#end_with?: 4547871.0 i/s
String#match?: 3008554.5 i/s - 1.51x slower
String#=~: 918100.5 i/s - 4.95x slower
String#start_with?
vs String#[].==
[code](code/string/start_with-vs-substring-==.rb)
$ ruby -v code/string/end-string-checking-match-vs-end_with.rb
ruby 2.2.2p95 (2015-04-13 revision 50295) [x86_64-darwin14]
Calculating -------------------------------------
String#start_with? 2.047M (± 4.5%) i/s - 10.242M in 5.015146s
String#[0, n] == 711.802k (± 7.3%) i/s - 3.551M in 5.019543s
String#[RANGE] == 651.751k (± 6.2%) i/s - 3.296M in 5.078772s
String#[0...n] == 427.207k (± 5.7%) i/s - 2.136M in 5.019245s
Comparison:
String#start_with?: 2046618.9 i/s
String#[0, n] ==: 711802.3 i/s - 2.88x slower
String#[RANGE] ==: 651751.2 i/s - 3.14x slower
String#[0...n] ==: 427206.8 i/s - 4.79x slower
Regexp#===
vs Regexp#match
vs Regexp#match?
vs String#match
vs String#=~
vs String#match?
[code ](code/string/===-vs-=~-vs-match.rb)
String#match?
and Regexp#match?
are available on Ruby 2.4 or later.
ActiveSupport provides
a forward compatible extension of Regexp
for older Rubies without the speed
improvement.
:warning: Sometimes you can't replace
match
withmatch?
, This is only useful for cases where you are checking for a match and not using the resultant match object. :warning:Regexp#===
is also faster thanString#match
but you need to switch the order of arguments.
$ ruby -v code/string/===-vs-=~-vs-match.rb
ruby 2.4.1p111 (2017-03-22 revision 58053) [x86_64-darwin16]
Calculating -------------------------------------
Regexp#match? 6.994M (± 3.0%) i/s - 35.144M in 5.029647s
String#match? 6.909M (± 3.3%) i/s - 34.663M in 5.023177s
String#=~ 2.784M (± 5.2%) i/s - 13.996M in 5.043168s
Regexp#=== 2.702M (± 4.5%) i/s - 13.631M in 5.056215s
Regexp#match 2.607M (± 4.9%) i/s - 13.025M in 5.009071s
String#match 2.362M (± 5.7%) i/s - 11.817M in 5.020344s
Comparison:
Regexp#match?: 6994107.7 i/s
String#match?: 6909055.7 i/s - same-ish: difference falls within error
String#=~: 2783577.8 i/s - 2.51x slower
Regexp#===: 2702030.0 i/s - 2.59x slower
Regexp#match: 2607484.0 i/s - 2.68x slower
String#match: 2362314.8 i/s - 2.96x slower
See #59 and #62 for discussions.
String#gsub
vs String#sub
vs String#[]=
[code](code/string/gsub-vs-sub.rb)
$ ruby -v code/string/gsub-vs-sub.rb
ruby 2.2.2p95 (2015-04-13 revision 50295) [x86_64-linux]
Warming up --------------------------------------
String#gsub 48.360k i/100ms
String#sub 45.739k i/100ms
String#dup["string"]= 59.896k i/100ms
Calculating -------------------------------------
String#gsub 647.666k (± 3.3%) i/s - 3.240M in 5.008504s
String#sub 756.665k (± 2.0%) i/s - 3.796M in 5.019235s
String#dup["string"]= 917.873k (± 1.8%) i/s - 4.612M in 5.026253s
Comparison:
String#dup["string"]=: 917873.1 i/s
String#sub: 756664.7 i/s - 1.21x slower
String#gsub: 647665.6 i/s - 1.42x slower
String#gsub
vs String#tr
[code](code/string/gsub-vs-tr.rb)
$ ruby -v code/string/gsub-vs-tr.rb
ruby 2.2.0p0 (2014-12-25 revision 49005) [x86_64-darwin14]
Calculating -------------------------------------
String#gsub 38.268k i/100ms
String#tr 83.210k i/100ms
-------------------------------------------------
String#gsub 516.604k (± 4.4%) i/s - 2.602M
String#tr 1.862M (± 4.0%) i/s - 9.320M
Comparison:
String#tr: 1861860.4 i/s
String#gsub: 516604.2 i/s - 3.60x slower
Mutable
vs Immutable
[code](code/string/mutable_vs_immutable_strings.rb)
$ ruby -v code/string/mutable_vs_immutable_strings.rb
ruby 2.3.1p112 (2016-04-26 revision 54768) [x86_64-darwin14]
Calculating -------------------------------------
Without Freeze 7.279M (± 6.6%) i/s - 36.451M in 5.029785s
With Freeze 9.329M (± 7.9%) i/s - 46.370M in 5.001345s
Comparison:
With Freeze: 9329054.3 i/s
Without Freeze: 7279203.1 i/s - 1.28x slower
String#sub!
vs String#gsub!
vs String#[]=
[code](code/string/sub!-vs-gsub!-vs-[]=.rb)
Note that String#[]
will throw an IndexError
when given string or regexp not matched.
$ ruby -v code/string/sub\!-vs-gsub\!-vs-\[\]\=.rb
ruby 2.2.2p95 (2015-04-13 revision 50295) [x86_64-darwin14]
Calculating -------------------------------------
String#['string']= 74.512k i/100ms
String#sub!'string' 52.801k i/100ms
String#gsub!'string' 34.480k i/100ms
String#[/regexp/]= 55.325k i/100ms
String#sub!/regexp/ 45.770k i/100ms
String#gsub!/regexp/ 27.665k i/100ms
-------------------------------------------------
String#['string']= 1.215M (± 6.2%) i/s - 6.110M
String#sub!'string' 752.731k (± 6.2%) i/s - 3.749M
String#gsub!'string' 481.183k (± 4.4%) i/s - 2.414M
String#[/regexp/]= 840.615k (± 5.3%) i/s - 4.205M
String#sub!/regexp/ 663.075k (± 7.8%) i/s - 3.295M
String#gsub!/regexp/ 342.004k (± 7.5%) i/s - 1.715M
Comparison:
String#['string']=: 1214845.5 i/s
String#[/regexp/]=: 840615.2 i/s - 1.45x slower
String#sub!'string': 752731.4 i/s - 1.61x slower
String#sub!/regexp/: 663075.3 i/s - 1.83x slower
String#gsub!'string': 481183.5 i/s - 2.52x slower
String#gsub!/regexp/: 342003.8 i/s - 3.55x slower
String#sub
vs String#delete_prefix
[code](code/string/sub-vs-delete_prefix.rb)
Ruby 2.5 introduced String#delete_prefix
.
Note that this can only be used for removing characters from the start of a string.
$ ruby -v code/string/sub-vs-delete_prefix.rb
ruby 2.5.0p0 (2017-12-25 revision 61468) [x86_64-darwin17]
Calculating -------------------------------------
String#delete_prefix 4.112M (± 1.8%) i/s - 20.707M in 5.037928s
String#sub 814.725k (± 1.4%) i/s - 4.088M in 5.018962s
Comparison:
String#delete_prefix: 4111531.1 i/s
String#sub: 814725.3 i/s - 5.05x slower
String#sub
vs String#chomp
vs String#delete_suffix
[code](code/string/sub-vs-chomp-vs-delete_suffix.rb)
Ruby 2.5 introduced String#delete_suffix
as a counterpart to delete_prefix
. The performance gain over chomp
is
small and during some runs the difference falls within the error margin.
Note that this can only be used for removing characters from the end of a string.
$ ruby -v code/string/sub-vs-chomp-vs-delete_suffix.rb
ruby 2.5.0p0 (2017-12-25 revision 61468) [x86_64-darwin17]
Calculating -------------------------------------
String#sub 838.415k (± 1.7%) i/s - 4.214M in 5.027412s
String#chomp 3.951M (± 2.1%) i/s - 19.813M in 5.017089s
String#delete_suffix 4.202M (± 2.1%) i/s - 21.075M in 5.017429s
Comparison:
String#delete_suffix: 4202201.7 i/s
String#chomp: 3950921.9 i/s - 1.06x slower
String#sub: 838415.3 i/s - 5.01x slower
String#unpack1
vs String#unpack[0]
[code](code/string/unpack1-vs-unpack[0].rb)
Ruby 2.4.0 introduced unpack1
to skip creating the intermediate array object.
$ ruby -v code/string/unpack1-vs-unpack\[0\].rb
ruby 2.4.3p205 (2017-12-14 revision 61247) [x86_64-darwin17]
Warming up --------------------------------------
String#unpack1 224.291k i/100ms
String#unpack[0] 201.870k i/100ms
Calculating -------------------------------------
String#unpack1 4.864M (± 4.2%) i/s - 24.448M in 5.035203s
String#unpack[0] 3.778M (± 4.0%) i/s - 18.976M in 5.031253s
Comparison:
String#unpack1: 4864467.2 i/s
String#unpack[0]: 3777815.6 i/s - 1.29x slower
Remove extra spaces (or other contiguous characters) [code](code/string/remove-extra-spaces-or-other-chars.rb)
The code is tested against contiguous spaces but should work for other chars too.
$ ruby -v code/string/remove-extra-spaces-or-other-chars.rb
ruby 2.5.0p0 (2017-12-25 revision 61468) [x86_64-linux]
Warming up --------------------------------------
String#gsub/regex+/ 1.644k i/100ms
String#squeeze 24.681k i/100ms
Calculating -------------------------------------
String#gsub/regex+/ 14.668k (± 5.1%) i/s - 73.980k in 5.056887s
String#squeeze 372.910k (± 8.4%) i/s - 1.851M in 5.011881s
Comparison:
String#squeeze: 372910.3 i/s
String#gsub/regex+/: 14668.1 i/s - 25.42x slower
Time
Time.iso8601
vs Time.parse
[code](code/time/iso8601-vs-parse.rb)
When expecting well-formatted data from e.g. an API, iso8601
is faster and will raise an ArgumentError
on malformed input.
$ ruby -v code/time/iso8601-vs-parse.rb
ruby 2.4.3p205 (2017-12-14 revision 61247) [x86_64-darwin17]
Warming up --------------------------------------
Time.iso8601 10.234k i/100ms
Time.parse 4.228k i/100ms
Calculating -------------------------------------
Time.iso8601 114.485k (± 3.5%) i/s - 573.104k in 5.012008s
Time.parse 43.711k (± 4.1%) i/s - 219.856k in 5.038349s
Comparison:
Time.iso8601: 114485.1 i/s
Time.parse: 43710.9 i/s - 2.62x slower
Range
cover?
vs include?
[code](code/range/cover-vs-include.rb)
cover?
only check if it is within the start and end, include?
needs to traverse the whole range.
$ ruby -v code/range/cover-vs-include.rb
ruby 2.2.3p173 (2015-08-18 revision 51636) [x86_64-linux]
Calculating -------------------------------------
range#cover? 85.467k i/100ms
range#include? 7.720k i/100ms
range#member? 7.783k i/100ms
plain compare 102.189k i/100ms
-------------------------------------------------
range#cover? 1.816M (± 5.6%) i/s - 9.060M
range#include? 83.344k (± 5.0%) i/s - 416.880k
range#member? 82.654k (± 5.0%) i/s - 412.499k
plain compare 2.581M (± 6.2%) i/s - 12.876M
Comparison:
plain compare: 2581211.8 i/s
range#cover?: 1816038.5 i/s - 1.42x slower
range#include?: 83343.9 i/s - 30.97x slower
range#member?: 82654.1 i/s - 31.23x slower
Less idiomatic but with significant performance ruby
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Also Checkout
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Talk by Davy Stevenson @ RubyConf 2014.
Provides Big O notation benchmarking for Ruby.
Talk by Prem Sichanugrist @ Ruby Kaigi 2014.
Make your Rubies go faster with this command line tool.
License
[CC-BY-SA](CC-BY-SA.png)
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Code License
CC0 1.0 Universal
To the extent possible under law, @JuanitoFatas has waived all copyright and related or neighboring rights to "fast-ruby".
This work belongs to the community.
*Note that all licence references and agreements mentioned in the fast-ruby README section above
are relevant to that project's source code only.