= ruby-prof
== Overview
ruby-prof is a fast code profiler for Ruby. Its features include:
- Speed - it is a C extension and therefore many times faster than the standard Ruby profiler.
- Modes - Ruby prof can measure a number of different parameters, including
call times, memory usage and object allocations.
- Reports - can generate text and cross-referenced html reports
- Flat Profiles - similar to the reports generated by the standard Ruby profiler
- Graph profiles - similar to GProf, these show how long a method runs, which methods call it and which methods it calls.
- Call tree profiles - outputs results in the calltree format suitable for the KCacheGrind profiling tool.
- Threads - supports profiling multiple threads simultaneously
- Recursive calls - supports profiling recursive method calls
== Requirements
ruby-prof requires Ruby 1.8.4 or higher.
If you are running Linux or Unix you'll need a C compiler so the extension
can be compiled when it is installed.
If you are running Windows, then install the Windows specific RubyGem which
includes an already built extension.
== Install
The easiest way to install ruby-prof is by using Ruby Gems. To install:
gem install ruby-prof
If you are running Windows, make sure to install the Win32 RubyGem which
includes a pre-built binary. Due to a bug in ruby-gems, you cannot
install the gem to a path that contains spaces
(see http://rubyforge.org/tracker/?func=detail&aid=23003&group_id=126&atid=577).
ruby-prof is also available as a tarred gzip archive and zip archive.
== Usage
There are three ways of running ruby-prof.
=== ruby-prof executable
The first is to use ruby-prof to run the Ruby program
you want to profile. For more information refer to
the ruby-prof documentation[link:files/bin/ruby-prof.html].
=== ruby-prof API
The second way is to use the ruby-prof API to profile
particular segments of code.
require 'ruby-prof'
Profile the code
RubyProf.start
...
[code to profile]
...
result = RubyProf.stop
Print a flat profile to text
printer = RubyProf::FlatPrinter.new(result)
printer.print(STDOUT, 0)
Alternatively, you can use a block to tell ruby-prof what
to profile:
require 'ruby-prof'
Profile the code
result = RubyProf.profile do
...
[code to profile]
...
end
Print a graph profile to text
printer = RubyProf::GraphPrinter.new(result)
printer.print(STDOUT, 0)
Starting with the 0.6.1 release, ruby-prof also supports pausing and resuming
profiling runs.
require 'ruby-prof'
Profile the code
RubyProf.start
[code to profile]
RubyProf.pause
[other code]
RubyProf.resume
[code to profile]
result = RubyProf.stop
Note that resume will automatically call start if a profiling run
has not yet started. In addition, resume can also take a block:
require 'ruby-prof'
Profile the code
RubyProf.resume do
[code to profile]
end
data = RubyProf.stop
With this usage, resume will automatically call pause at the
end of the block.
=== require unprof
The third way of using ruby-prof is by requiring unprof.rb:
require 'unprof'
This will start profiling immediately and will output the results
using a flat profile report.
This method is provided for backwards compatibility. Using
{ruby-prof}[link:files/bin/ruby-prof.html] provides more flexibility.
== Profiling Tests
Starting with the 0.6.1 release, ruby-prof supports profiling tests cases
written using Ruby's built-in unit test framework (ie, test derived from
Test::Unit::TestCase). To enable profiling simply add the following line
of code to your test class:
include RubyProf::Test
Each test method is profiled separately. ruby-prof will run each test method
once as a warmup and then ten additional times to gather profile data.
Note that the profile data will not include the class's setup or
teardown methods.
Separate reports are generated for each method and saved, by default,
in the test process's working directory. To change this, or other profiling
options, modify your test class's PROFILE_OPTIONS hash table. To globally
change test profiling options, modify RubyProf::Test::PROFILE_OPTIONS.
== Profiling Rails
To profile a Rails application it is vital to run it using production like
settings (cache classes, cache view lookups, etc.). Otherwise, Rail's
dependency loading code will overwhelm any time spent in the application
itself (our tests show that Rails dependency loading causes a roughly 6x
slowdown). The best way to do this is create a new Rails environment,
profile.rb.
So to profile Rails:
-
Create a new profile.rb environment - or simply copy the example file
in ruby-prof/rails/environment/profile.rb
-
Copy the file:
ruby-prof/rails/profile_test_helper.rb
To:
your_rails_app/test/profile_test_helper.rb
-
Create a new test directory for profiling:
your_rails_app/test/profile
-
Write unit, functional or integration tests specifically designed
to profile some part of your Rails application. At the top
of each test, replace this line:
require File.dirname(FILE) + '/../test_helper'
With:
require File.dirname(FILE) + '/../profile_test_helper'
For example:
require File.dirname(FILE) + '/../profile_test_helper'
class ExampleTest < Test::Unit::TestCase
include RubyProf::Test
fixtures ....
def test_stuff
puts "Test method"
end
end
-
Now run your tests. Results will be written to:
your_rails_app/tmp/profile
== Reports
ruby-prof can generate a number of different reports:
- Flat Reports
- Graph Reports
- HTML Graph Reports
- Call graphs
Flat profiles show the overall time spent in each method. They
are a good of quickly identifying which methods take the most time.
An example of a flat profile and an explanation can be found in
{examples/flat.txt}[link:files/examples/flat_txt.html].
Graph profiles also show the overall time spent in each method.
In addition, they also show which methods call the current
method and which methods its calls. Thus they are good for
understanding how methods gets called and provide insight into
the flow of your program. An example text graph profile
is located at {examples/graph.txt}[link:files/examples/graph_txt.html].
HTML Graph profiles are the same as graph profiles, except
output is generated in hyper-linked HTML. Since graph profiles
can be quite large, the embedded links make it much easier to
navigate the results. An example html graph profile
is located at {examples/graph.html}[link:files/examples/graph_html.html].
HTML Graph profiles are the same as graph profiles, except
output is generated in hyper-linked HTML. Since graph profiles
can be quite large, the embedded links make it much easier to
navigate the results. An example html graph profile
is located at {examples/graph.html}[link:files/examples/graph_html.html].
Call graphs output results in the calltree profile format which is used
by KCachegrind. Call graph support was generously donated by Carl Shimer.
More information about the format can be found at
the {KCachegrind}[link:http://kcachegrind.sourceforge.net/cgi-bin/show.cgi/KcacheGrindCalltreeFormat] site.
== Printers
Reports are created by printers. Supported printers include:
- RubyProf::FlatPrinter - Creates a flat report in text format
- RubyProf::GraphPrinter - Creates a call graph report in text format
- RubyProf::GraphHtmlPrinter - Creates a call graph report in HTML (separate files per thread)
- RubyProf::CallTreePrinter - Creates a call tree report compatible with KCachegrind.
To use a printer:
result = RubyProf.end
printer = RubyProf::GraphPrinter.new(result)
printer.print(STDOUT, 0)
The first parameter is any writable IO object such as STDOUT or a file.
The second parameter, which has a default value of 0, specifies
the minimum percentage a method must take to be printed. Percentages
should be specified as integers in the range 0 to 100. For more
information please see the documentation for the different printers.
== Measurements
Depending on the mode and platform, ruby-prof can measure various
aspects of a Ruby program. Supported measurements include:
- process time (RubyProf::PROCESS_TIME)
- wall time (RubyProf::WALL_TIME)
- cpu time (RubyProf::CPU_TIME)
- object allocations (RubyProf::ALLOCATIONS)
- memory usage (RubyProf::MEMORY)
- garbage collections runs (RubyProf::GC_RUNS)
- garbage collection time (RubyProf::GC_TIME)
Process time measures the time used by a process between any two moments.
It is unaffected by other processes concurrently running
on the system. Note that Windows does not support measuring process
times - therefore, all measurements on Windows use wall time.
Wall time measures the real-world time elapsed between any two moments.
If there are other processes concurrently running on the system
that use significant CPU or disk time during a profiling run
then the reported results will be too large.
CPU time uses the CPU clock counter to measure time. The returned
values are dependent on the correctly setting the CPU's frequency.
This mode is only supported on Pentium or PowerPC platforms.
Object allocation reports show how many objects each method in
a program allocates. This support was added by Sylvain Joyeux
and requires a patched Ruby interpreter. For more information and
the patch, please see:
http://rubyforge.org/tracker/index.php?func=detail&aid=11497&group_id=426&atid=1700
Memory usage reports show how much memory each method in a program
uses. This support was added by Alexander Dymo and requires a
patched Ruby interpreter. For more information, see:
http://rubyforge.org/tracker/index.php?func=detail&aid=17676&group_id=1814&atid=7062
Garbage collection runs report how many times Ruby's garbage collector
is invoked during a profiling session. This support was added by Jeremy
Kemper and requires a patched Ruby interpreter. For more information, see:
http://rubyforge.org/tracker/index.php?func=detail&aid=17676&group_id=1814&atid=7062
Garbage collection time reports how much time is spent in Ruby's garbage collector
during a profiling session. This support was added by Jeremy Kemper
and requires a patched Ruby interpreter. For more information, see:
http://rubyforge.org/tracker/index.php?func=detail&aid=17676&group_id=1814&atid=7062
To set the measurement:
- RubyProf.measure_mode = RubyProf::PROCESS_TIME
- RubyProf.measure_mode = RubyProf::WALL_TIME
- RubyProf.measure_mode = RubyProf::CPU_TIME
- RubyProf.measure_mode = RubyProf::ALLOCATIONS
- RubyProf.measure_mode = RubyProf::MEMORY
- RubyProf.measure_mode = RubyProf::GC_RUNS
- RubyProf.measure_mode = RubyProf::GC_TIME
The default value is RubyProf::PROCESS_TIME.
You may also specify the measure_mode by using the RUBY_PROF_MEASURE_MODE
environment variable:
- export RUBY_PROF_MEASURE_MODE=process
- export RUBY_PROF_MEASURE_MODE=wall
- export RUBY_PROF_MEASURE_MODE=cpu
- export RUBY_PROF_MEASURE_MODE=allocations
- export RUBY_PROF_MEASURE_MODE=memory
- export RUBY_PROF_MEASURE_MODE=gc_runs
- export RUBY_PROF_MEASURE_MODE=gc_time
Note that these values have changed since ruby-prof-0.3.0.
On Linux, process time is measured using the clock method provided
by the C runtime library. Note that the clock method does not
report time spent in the kernel or child processes and therefore
does not measure time spent in methods such as Kernel.sleep method.
If you need to measure these values, then use wall time. Wall time
is measured using the gettimeofday kernel method.
On Windows, timings are always wall times. If you set the clock
mode to PROCESS_TIME, then timing are read using the clock method
provided by the C runtime library. Note though, these values are
wall times on Windows and not process times like on Linux.
Wall time is measured using the GetLocalTime API.
If you use wall time, the results will be affected by other
processes running on your computer, network delays, disk access,
etc. As result, for the best results, try to make sure your
computer is only performing your profiling run and is
otherwise quiescent.
On both platforms, cpu time is measured using the RDTSC assembly
function provided by the Pentium and PowerPC platforms. CPU time
is dependent on the cpu's frequency. On Linux, ruby-prof attempts
to read this value from "/proc/cpuinfo." On Windows, you must
specify the clock frequency. This can be done using the
RUBY_PROF_CPU_FREQUENCY environment variable:
export RUBY_PROF_CPU_FREQUENCY=
You can also directly set the cpu frequency by calling:
RubyProf.cpu_frequency =
== Recursive Calls
Recursive calls occur when method A calls method A and cycles
occur when method A calls method B calls method C calls method A.
ruby-prof detects both direct recursive calls and cycles. Both
are indicated in reports by a dash and number following a method
name. For example, here is a flat profile from the test method
RecursiveTest#test_recursive:
%self total self wait child calls name
100.00 2.00 2.00 0.00 0.00 2 Kernel#sleep
0.00 2.00 0.00 0.00 2.00 0 RecursiveTest#test_cycle
0.00 0.00 0.00 0.00 0.00 2 Fixnum#==
0.00 0.00 0.00 0.00 0.00 2 Fixnum#-
0.00 1.00 0.00 0.00 1.00 1 Object#sub_cycle-1
0.00 2.00 0.00 0.00 2.00 1 Object#sub_cycle
0.00 2.00 0.00 0.00 2.00 1 Object#cycle
0.00 1.00 0.00 0.00 1.00 1 Object#cycle-1
Notice the presence of Object#cycle and Object#cycle-1. The -1 means
the method was either recursively called (directly or indirectly).
However, the self time values for recursive calls should always
be accurate. It is also believed that the total times are
accurate, but these should be carefully analyzed to verify their veracity.
== Multi-threaded Applications
Unfortunately, Ruby does not provide an internal api
for detecting thread context switches. As a result, the
timings ruby-prof reports for each thread may be slightly
inaccurate. In particular, this will happen for newly
spanned threads that immediately go to sleep. For instance,
if you use Ruby's timeout library to wait for 2 seconds,
the 2 seconds will be assigned to the foreground thread
and not the newly created background thread. These errors
can largely be avoided if the background thread performs an
operation before going to sleeep.
== Performance
Significant effort has been put into reducing ruby-prof's overhead
as much as possible. Our tests show that the overhead associated
with profiling code varies considerably with the code being
profiled. Most programs will run approximately twice as slow
while highly recursive programs (like the fibonacci series test)
will run three times slower.
== Windows Binary
The Windows binary is built with the latest version of MinGW. The source
repository also includes a Microsoft VC++ 2005 solution. If you wish to run
a debug version of ruby-prof on Windows, then it is highly recommended
you use VC++.
== License
See LICENSE for license information.