benchmark-ips
DESCRIPTION:
A iterations per second enhancement to Benchmark.
FEATURES/PROBLEMS:
- benchmark/ips - benchmarks a blocks iterations/second. For short snippits of code, ips automatically figures out how many times to run the code to get interesting data. No more guessing at random iteration counts!
SYNOPSIS:
require 'benchmark/ips' Benchmark.ips do |x| # Configure the number of seconds used during # the warmup phase (default 2) and calculation phase (default 5) x.config(:time => 5, :warmup => 2) # These parameters can also be configured this way x.time = 5 x.warmup = 2 # Typical mode, runs the block as many times as it can x.report("addition") { 1 + 2 } # To reduce overhead, the number of iterations is passed in # and the block must run the code the specific number of times. # Used for when the workload is very small and any overhead # introduces incorrectable errors. x.report("addition2") do |times| i = 0 while i < times 1 + 2 i += 1 end end # To reduce overhead even more, grafts the code given into # the loop that performs the iterations internally to reduce # overhead. Typically not needed, use the |times| form instead. x.report("addition3", "1 + 2") # Really long labels should be formatted correctly x.report("addition-test-long-label") { 1 + 2 } # Compare the iterations per second of the various reports! x.compare! end
This will generate the following report:
Calculating ------------------------------------- addition 71.254k i/100ms addition2 68.658k i/100ms addition3 83.079k i/100ms addition-test-long-label 70.129k i/100ms ------------------------------------------------- addition 4.955M (± 8.7%) i/s - 24.155M addition2 24.011M (± 9.5%) i/s - 114.246M addition3 23.958M (±10.1%) i/s - 115.064M addition-test-long-label 5.014M (± 9.1%) i/s - 24.545M Comparison: addition2: 24011974.8 i/s addition3: 23958619.8 i/s - 1.00x slower addition-test-long-label: 5014756.0 i/s - 4.79x slower addition: 4955278.9 i/s - 4.85x slower
Benchmark/ips will report the number of iterations per second for a given block
of code. When analyzing the results, notice the percent of standard
deviation which tells us how
spread out our measurements are from the average. A high standard deviation
could indicate the results having too much variability.
One benefit to using this method is benchmark-ips automatically determines the
data points for testing our code, so we can focus on the results instead of
guessing iteration counts as we do with the traditional Benchmark library.
Custom Suite
Pass a custom suite to disable garbage collection during benchmark:
require 'benchmark/ips' # Enable and start GC before each job run. Disable GC afterwards. # # Inspired by https://www.omniref.com/ruby/2.2.1/symbols/Benchmark/bm?#annotation=4095926&line=182 class GCSuite def warming(*) run_gc end def running(*) run_gc end def warmup_stats(*) end def add_report(*) end private def run_gc GC.enable GC.start GC.disable end end suite = GCSuite.new Benchmark.ips do |x| x.config(:suite => suite) x.report("job1") { ... } x.report("job2") { ... } end
Independent benchmarking
If you are comparing multiple implementations of a piece of code you may want
to benchmark them in separate invocations of Ruby so that the measurements
are independent of each other. You can do this with the hold!
command.
Benchmark.ips do |x| # Hold results between multiple invocations of Ruby x.hold! 'filename' end
This will run only one benchmarks each time you run the command, storing
results in the specified file. The file is deleted when all results have been
gathered and the report is shown.
Multiple iterations
In some cases you may want to run multiple iterations of the warmup and
calculation stages and take only the last result for comparison. This is useful
if you are benchmarking with an implementation of Ruby that optimizes using
tracing or on-stack-replacement, because to those implementations the
calculation phase may appear as new, unoptimized code.
You can do this with the iterations
option, which by default is 1
. The
total time spent will then be iterations * warmup + iterations * time
seconds.
Benchmark.ips do |x| x.config(:iterations => 3) # or x.iterations = 3 end
REQUIREMENTS:
- None!
INSTALL:
$ gem install benchmark-ips
DEVELOPERS:
After checking out the source, run:
$ rake newb
This task will install any missing dependencies, run the tests/specs,
and generate the RDoc.
LICENSE:
(The MIT License)
Copyright © 2015 Evan Phoenix
Permission is hereby granted, free of charge, to any person obtaining
a copy of this software and associated documentation files (the
‘Software’), to deal in the Software without restriction, including
without limitation the rights to use, copy, modify, merge, publish,
distribute, sublicense, and/or sell copies of the Software, and to
permit persons to whom the Software is furnished to do so, subject to
the following conditions:
The above copyright notice and this permission notice shall be
included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED ‘AS IS’, WITHOUT WARRANTY OF ANY KIND,
EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.
IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY
CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT,
TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.