1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
|
#!/usr/bin/env ruby
# Copyright (c) 2015-2017 Aleksey Cheusov <vle@gmx.net>
#
# 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.
# This is an internal herisvm script. It takes output "heri-stat -R"
# on input and outputs maximum deviations
require 'optparse'
@options = {}
OptionParser.new do |opts|
opts.banner = <<EOF
heri-stat-addons calculates mean and daviations for statistics
calculated by heri-stat
Usage:
heri-stat-addons [OPTIONS] [files...]
OPTIONS:
EOF
opts.on('-h', '--help','display this message and exit') do
puts opts
exit 0
end
@options[:raw] = false
opts.on('-R', '--raw','raw tab-separated output') do
@options[:raw] = true
end
opts.separator " "
end.parse!
lines = []
while line = gets do
lines << line.split("\t")
end
module Enumerable
def sum
return self.inject(0){|accum, i| accum + i }
end
def mean
return self.sum / self.length.to_f
end
def sample_variance
m = self.mean
sum = self.inject(0){|accum, i| accum + (i - m) ** 2 }
return sum / (self.length - 1).to_f
end
def standard_deviation
return Math.sqrt(self.sample_variance)
end
end
def hash2hash2array
return Hash.new do
|h,k| h [k] = Hash.new do
|h,k| h [k] = []
end
end
end
def hash2hash
return Hash.new do
|h,k| h [k] = {}
end
end
def print_value_raw(t, f, value)
puts "%s\t%s\t%s" % [t, f, value]
end
def print_value(t, f, metrics, mean, stddev, maxdev)
puts "%-13s %8s> %-26s: %s %s %s" % [t, metrics, f, mean, stddev, maxdev]
end
values = hash2hash2array
lines.each do |tokens|
values [tokens[1]][tokens[0]] << tokens[2].to_f
end
mi = hash2hash
ma = hash2hash
mean = hash2hash
max_deviation = hash2hash
std_deviation = hash2hash
values.each do |key1, hash|
hash.each do |key2, arr|
mi [key1] [key2] = arr.min
ma [key1] [key2] = arr.max
mean [key1] [key2] = arr.mean
max_deviation [key1] [key2] = [arr.max - arr.mean, arr.mean - arr.min].max
std_deviation [key1] [key2] = arr.standard_deviation
end
end
#puts std_deviation.inspect
#exit 0
TYPES = {"" => 1, "Macro average" => 1}
mi.each do |f, h|
pairs = []
max_deviation[f].each do |t, max_dev|
pairs << [f, t] if max_dev && TYPES.include?(t)
end
max_deviation[f].each do |t, max_dev|
pairs << [f, t] if max_dev && ! TYPES.include?(t)
end
pairs.each do |ft|
max_dev = max_deviation [ft[0]][ft[1]] * 100
std_dev = std_deviation [ft[0]][ft[1]] * 100
mean_value = mean [ft[0]][ft[1]] * 100
if @options[:raw]
max_dev = "%#.3g" % [max_dev]
std_dev = "%#.3g" % [std_dev]
mean_value = "%#.3g" % [mean_value]
print_value_raw(ft[1], "#{f}: mean", mean_value)
print_value_raw(ft[1], "#{f}: maxdev", max_dev)
print_value_raw(ft[1], "#{f}: stddev", std_dev)
else
max_dev = "%#6.3g" % [max_dev]
std_dev = "%#6.3g" % [std_dev]
mean_value = "%-#.3g" % [mean_value]
print_value(ft[1], "mean, maxdev, stddev", f, mean_value, max_dev, std_dev)
end
end
puts ''
end
|
