File: SpeedMeter.h

package info (click to toggle)
ruby-passenger 4.0.53-1
  • links: PTS, VCS
  • area: main
  • in suites: jessie, jessie-kfreebsd
  • size: 28,668 kB
  • ctags: 70,512
  • sloc: cpp: 264,280; ruby: 25,606; sh: 22,815; ansic: 18,277; python: 767; makefile: 99; perl: 20
file content (269 lines) | stat: -rw-r--r-- 8,651 bytes parent folder | download
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
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
/*
 *  Phusion Passenger - https://www.phusionpassenger.com/
 *  Copyright (c) 2014 Phusion
 *
 *  "Phusion Passenger" is a trademark of Hongli Lai & Ninh Bui.
 *
 *  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.
 */
#ifndef _PASSENGER_SPEED_METER_H_
#define _PASSENGER_SPEED_METER_H_

#include <cstdio>
#include <cstdlib>
#include <cassert>
#include <limits>
#include <Utils/SystemTime.h>

namespace Passenger {

/**
 * Utility class which, when periodically fed with quantities, measures the
 * rate of change in the most recent time period. It does this by storing
 * samples of the most recent quantities, calculating a weighted average of
 * the differences between each sample, and extrapolating that over a time
 * period.
 *
 * For example,
 *
 *  * When periodically given the number of miles a car has driven so far,
 *    the average speed of the most recent 10 minutes can be calculated.
 *  * When periodically given the number of processes the OS has created
 *    so far, the average fork rate (per minute) of the most recent minute
 *    can be calculated.
 *
 * SpeedMeter is designed to use as little memory as possible, and designed
 * so that samples can be taken at erratic intervals. This is why it limits
 * the number of samples that can be stored in memory, and why it puts time
 * limits on the samples.
 *
 *
 * ## Template parameters
 *
 * ### `maxSamples`
 *
 * `maxSamples` dictates the sample buffer size: the maximum number of samples
 * to hold in memory. Defaults to 6.
 *
 * The more samples you have, the more historical data influences the results.
 * If you have few samples then recent data have the most impact on the results.
 *
 * ### `minAge`
 *
 * A new sample is only accepted if at least `minAge` microseconds
 * have passed since the last sample. This is to ensure that the sample
 * buffer contains enough historical data so that results are not skewed by
 * adding samples too quickly. A full sample buffer is guaranteed to cover
 * the last `minAge * maxSamples` microseconds.
 *
 * Defaults to 1 second (1 000 000 usec).
 *
 * To see why this is useful, consider when `maxSamples` is 5 and `minAge` is 0.
 * If you measure the number of processes 5 times with 10 ms in between,
 * then it's unlikely that the OS has spawned any processes in that 50 ms time
 * interval. However you've now filled the sample buffer with only data from
 * those 5 recent measurements, so SpeedMeter thinks the rate of change is 0.
 * If you set `minAge` to, say, 5 seconds, then the sample buffer will be updated
 * at most once every 5 seconds, guaranteeing that it can retain historical data
 * for the last 25 seconds.
 *
 * `minAge * maxSamples` should be larger than `window`.
 *
 * ### `maxAge`
 *
 * When calculating the result, samples older than `maxAge` usec ago are ignored.
 * This value should be larger than `window`. Defaults to 1 minute (60 000 000
 * usec).
 *
 * ### `window`
 *
 * When calculating the result, this value dictates the time interval over which
 * the rate of change should be calculated. Defaults to 1 second (1 000 000 usec),
 * meaning that by default the result describes the speed per second.
 *
 *
 * ## Interpreting the parameters
 *
 * Given parameters, the behavior of SpeedMeter can be interpreted as follows:
 *
 * All samples that have been collected in the last `minAge * maxSamples` usecs
 * (or the last `maxAge` usecs, if samples have been collected slowly), are used for
 * calculating the speed per `window` usecs.
 *
 * Thus, given the default parameter values, we can say:
 *
 * All samples that have been collected in the last 8 seconds (the last 1 minute,
 * if samples have been collected slowly), are used for calculating the speed
 * per second.
 */
template<
	typename ValueType = double,
	unsigned int maxSamples = 8,
	unsigned int minAge = 1000000,
	unsigned int maxAge = 60 * 1000000,
	unsigned int window = 1000000
>
class SpeedMeter {
private:
	struct Sample {
		unsigned long long timestamp;
		ValueType val;

		Sample()
			: timestamp(0),
			  val(0)
			{ }
	};

	unsigned short start, count;
	Sample samples[maxSamples];

	static int mod(int a, int b) {
		int r = a % b;
		return r < 0 ? r + b : r;
	}

	const Sample &getSample(int index) const {
		return samples[mod(start + index, maxSamples)];
	}

	const Sample &getLastSample() const {
		return getSample(count - 1);
	}

	unsigned long long getTimeThreshold() const {
		const unsigned long long currentTime = SystemTime::getUsec();
		if (currentTime > maxAge) {
			return currentTime - maxAge;
		} else {
			return 0;
		}
	}

	void resetOnClockSkew(unsigned long long timestamp) {
		if (getLastSample().timestamp > timestamp) {
			for (unsigned int i = 0; i < maxSamples; i++) {
				samples[i] = Sample();
			}
		}
	}

public:
	SpeedMeter()
		: start(0),
		  count(0)
		{ }

	bool addSample(ValueType val, unsigned long long timestamp = 0) {
		if (timestamp == 0) {
			timestamp = SystemTime::getUsec();
		}

		const Sample &lastSample = getLastSample();
		resetOnClockSkew(timestamp);

		if (lastSample.timestamp <= timestamp - minAge) {
			Sample &nextSample = samples[(start + count) % maxSamples];
			nextSample.timestamp = timestamp;
			nextSample.val = val;
			if (count == maxSamples) {
				start = (start + 1) % maxSamples;
			} else {
				count++;
			}
			return true;
		} else {
			return false;
		}
	}

	/** Number of items in the sample buffer. */
	unsigned int size() const {
		return count;
	}

	/** Current speed over the configured window. Returns unknownSpeed() if less than 2
	 * samples have been collected so far.
	 */
	double currentSpeed() const {
		const unsigned long long timeThreshold = getTimeThreshold();
		int begin = 0, i;
		unsigned long long interval;
		double avgWeight = 0, sum = 0;

		// Ignore samples that are too old.
		while (begin < (int) count - 1
		    && getSample(begin).timestamp <= timeThreshold)
		{
			begin++;
		}

		// Given the deltas of each sample and the next sample,
		// calculate the weighted average of all those deltas,
		// with time interval of each delta as the weight,
		// and calculate the average weight.
		for (i = begin; i < (int) count - 1; i++) {
			const Sample &cur  = getSample(i);
			const Sample &next = getSample(i + 1);
			ValueType delta = next.val - cur.val;
			unsigned long long weight = next.timestamp - cur.timestamp;
			sum += (double) delta * weight;
			avgWeight += weight;
		}
		avgWeight /= std::max(1, (int) count - 1 - begin);

		interval = getSample((int) count - 1).timestamp - getSample(begin).timestamp;
		if (interval > 0) {
			// sum / interval is the speed per average delta interval,
			// so we extrapolate that over the entire window interval.
			return (sum / interval) * (window / avgWeight);
		} else {
			return unknownSpeed();
		}
	}

	static ValueType unknownSpeed() {
		return numeric_limits<ValueType>::max();
	}

	#if 0
		void debug() const {
			const unsigned long long timeThreshold = getTimeThreshold();

			printf("---- begin debug ----\n");
			printf("timeThreshold: %llu\n", timeThreshold);
			for (int i = 0; i < (int) maxSamples; i++) {
				const Sample &sample = samples[i];
				printf("elem %u, sample %u: timestamp = %llu, val = %.0f%s%s%s\n",
					i,
					mod(i - start, maxSamples),
					sample.timestamp,
					(double) sample.val,
					(sample.timestamp <= timeThreshold) ? "  X" : "",
					(i == start) ? "  <-- start" : "",
					(count > 0 && i == mod((int) start + count - 1, maxSamples)) ? "  <-- last"   : "");
			}
			printf("---- end debug ----\n");
		}
	#endif
};

} // namespace Passenger

#endif /* _PASSENGER_SPEED_METER_H_ */