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util/statistics.lua @ 6557:8aa967c81cbc
Merge 0.10->trunk
author | Matthew Wild <mwild1@gmail.com> |
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date | Wed, 21 Jan 2015 01:29:00 +0000 |
parent | 6555:7b2d16c14659 |
child | 6562:2b5ced5ca31f |
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6543:01cd51777abb | 6557:8aa967c81cbc |
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1 local t_sort = table.sort | |
2 local m_floor = math.floor; | |
3 local time = require "socket".gettime; | |
4 | |
5 local function nop_function() end | |
6 | |
7 local function percentile(arr, length, pc) | |
8 local n = pc/100 * (length + 1); | |
9 local k, d = m_floor(n), n%1; | |
10 if k == 0 then | |
11 return arr[1]; | |
12 elseif k >= length then | |
13 return arr[length]; | |
14 end | |
15 return arr[k] + d*(arr[k+1] - arr[k]); | |
16 end | |
17 | |
18 local function new_registry(config) | |
19 config = config or {}; | |
20 local duration_sample_interval = config.duration_sample_interval or 5; | |
21 local duration_max_samples = config.duration_max_stored_samples or 5000; | |
22 | |
23 local function get_distribution_stats(events, n_actual_events, since, new_time, units) | |
24 local n_stored_events = #events; | |
25 t_sort(events); | |
26 local sum = 0; | |
27 for i = 1, n_stored_events do | |
28 sum = sum + events[i]; | |
29 end | |
30 | |
31 return { | |
32 samples = events; | |
33 sample_count = n_stored_events; | |
34 count = n_actual_events, | |
35 rate = n_actual_events/(new_time-since); | |
36 average = n_stored_events > 0 and sum/n_stored_events or 0, | |
37 min = events[1] or 0, | |
38 max = events[n_stored_events] or 0, | |
39 units = units, | |
40 }; | |
41 end | |
42 | |
43 | |
44 local registry = {}; | |
45 local methods; | |
46 methods = { | |
47 amount = function (name, initial) | |
48 local v = initial or 0; | |
49 registry[name..":amount"] = function () return "amount", v; end | |
50 return function (new_v) v = new_v; end | |
51 end; | |
52 counter = function (name, initial) | |
53 local v = initial or 0; | |
54 registry[name..":amount"] = function () return "amount", v; end | |
55 return function (delta) | |
56 v = v + delta; | |
57 end; | |
58 end; | |
59 rate = function (name) | |
60 local since, n = time(), 0; | |
61 registry[name..":rate"] = function () | |
62 local t = time(); | |
63 local stats = { | |
64 rate = n/(t-since); | |
65 count = n; | |
66 }; | |
67 since, n = t, 0; | |
68 return "rate", stats.rate, stats; | |
69 end; | |
70 return function () | |
71 n = n + 1; | |
72 end; | |
73 end; | |
74 distribution = function (name, unit, type) | |
75 type = type or "distribution"; | |
76 local events, last_event = {}, 0; | |
77 local n_actual_events = 0; | |
78 local since = time(); | |
79 | |
80 registry[name..":"..type] = function () | |
81 local new_time = time(); | |
82 local stats = get_distribution_stats(events, n_actual_events, since, new_time, unit); | |
83 events, last_event = {}, 0; | |
84 n_actual_events = 0; | |
85 since = new_time; | |
86 return type, stats.average, stats; | |
87 end; | |
88 | |
89 return function (value) | |
90 n_actual_events = n_actual_events + 1; | |
91 if n_actual_events%duration_sample_interval > 0 then | |
92 last_event = (last_event%duration_max_samples) + 1; | |
93 events[last_event] = value; | |
94 end | |
95 end; | |
96 end; | |
97 sizes = function (name) | |
98 return methods.distribution(name, "bytes", "size"); | |
99 end; | |
100 times = function (name) | |
101 local events, last_event = {}, 0; | |
102 local n_actual_events = 0; | |
103 local since = time(); | |
104 | |
105 registry[name..":duration"] = function () | |
106 local new_time = time(); | |
107 local stats = get_distribution_stats(events, n_actual_events, since, new_time, "seconds"); | |
108 events, last_event = {}, 0; | |
109 n_actual_events = 0; | |
110 since = new_time; | |
111 return "duration", stats.average, stats; | |
112 end; | |
113 | |
114 return function () | |
115 n_actual_events = n_actual_events + 1; | |
116 if n_actual_events%duration_sample_interval > 0 then | |
117 return nop_function; | |
118 end | |
119 | |
120 local start_time = time(); | |
121 return function () | |
122 local end_time = time(); | |
123 local duration = end_time - start_time; | |
124 last_event = (last_event%duration_max_samples) + 1; | |
125 events[last_event] = duration; | |
126 end | |
127 end; | |
128 end; | |
129 | |
130 get_stats = function () | |
131 return registry; | |
132 end; | |
133 }; | |
134 return methods; | |
135 end | |
136 | |
137 return { | |
138 new = new_registry; | |
139 get_histogram = function (duration, n_buckets) | |
140 n_buckets = n_buckets or 100; | |
141 local events, n_events = duration.samples, duration.sample_count; | |
142 if not (events and n_events) then | |
143 return nil, "not a valid distribution stat"; | |
144 end | |
145 local histogram = {}; | |
146 | |
147 for i = 1, 100, 100/n_buckets do | |
148 histogram[i] = percentile(events, n_events, i); | |
149 end | |
150 return histogram; | |
151 end; | |
152 | |
153 get_percentile = function (duration, pc) | |
154 local events, n_events = duration.samples, duration.sample_count; | |
155 if not (events and n_events) then | |
156 return nil, "not a valid distribution stat"; | |
157 end | |
158 return percentile(events, n_events, pc); | |
159 end; | |
160 } |