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January 23, 2010 17:17
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Sample the CPU Load and Memory usage of an application over time and returns the average, standard deviation and min-max range.
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# Sample the CPU Load and Memory usage of an application over time and | |
# returns the average, standard deviation and min-max range. | |
# processname to check as $1, number of samples as $2 | |
# eg: ruby ps_avg.rb safari 100 | |
process_name = ARGV[0] | |
sample_count = ARGV[1] || 120 | |
samples_per_seconds = 3 | |
sleep_time = (1/samples_per_seconds.to_f) | |
puts "Sampling: #{process_name}, taking #{sample_count} samples (#{samples_per_seconds} per second)" | |
## Expand the Enumerable module with Basic statistics | |
module Enumerable | |
# sum of an array of numbers | |
def sum | |
return self.inject(0){|acc,i|acc +i} | |
end | |
# average of an array of numbers | |
def average | |
return self.sum/self.length.to_f | |
end | |
# variance of an array of numbers | |
def sample_variance | |
avg=self.average | |
sum=self.inject(0){|acc,i|acc +(i-avg)**2} | |
return(1/self.length.to_f*sum) | |
end | |
# standard deviation of an array of numbers | |
def standard_deviation | |
return Math.sqrt(self.sample_variance) | |
end | |
end | |
## close module Enumerable | |
## Print floats with 2 decimals | |
class Float | |
def to_s | |
sprintf("%.2f", self) | |
end | |
end | |
## Method that does the fetching of cpu load and mem usage | |
## Tested on MacOS X and FreeBSD. The regexp might need tweaking for Linux | |
def get_cpu_and_mem(pname) | |
output = `ps uxa` | |
regexp = /[a-z]+\s+[0-9]+\s+([0-9,\.]+)\s+[0-9,\.]+\s+\d+\s+(\d+)/ | |
lines = output.split("\n").select{ |x| x.downcase.include?(pname.downcase) && !x.include?("ruby") } | |
lines.collect do |line| | |
line.scan(regexp).first.collect{ |x| x.gsub(',','.').to_f } | |
end.inject([0,0]){ |x,sum| [x[0] + sum[0],x[1] + sum[1]] } | |
end | |
## Loop for sample_count times and gather the samples in the samples array | |
samples = {:cpu => [], :mem => []} | |
sample_count.to_i.times do | |
cpu, mem = get_cpu_and_mem(process_name) | |
samples[:cpu] << cpu | |
samples[:mem] << mem/1024.0 | |
sleep sleep_time | |
end | |
def print_stats(array,name) | |
print "Average #{name}: #{array.average}\t" | |
print "StdDev: #{array.standard_deviation}\t" | |
puts "Range: #{array.min} - #{array.max}" | |
end | |
print_stats(samples[:cpu],"cpu load (%)") | |
print_stats(samples[:mem],"mem use (MB)") |
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