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
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
|
// Copyright 2016, Google Inc.
// All rights reserved.
//
// Redistribution and use in source and binary forms, with or without
// modification, are permitted provided that the following conditions are
// met:
//
// * Redistributions of source code must retain the above copyright
// notice, this list of conditions and the following disclaimer.
// * Redistributions in binary form must reproduce the above
// copyright notice, this list of conditions and the following disclaimer
// in the documentation and/or other materials provided with the
// distribution.
// * Neither the name of Google Inc. nor the names of its
// contributors may be used to endorse or promote products derived from
// this software without specific prior written permission.
//
// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
// "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
// LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
// A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
// OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
// SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
// LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
// DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
// THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
// (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
// OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
syntax = "proto3";
package google.census;
// All the census protos.
//
// Nomenclature note: capitalized names below (like Resource) are protos.
//
// Census lets you define a Resource - something which can be measured, like the
// latency of an RPC, the number of CPU cycles spent on an operation, or
// anything else you care to measure. You can record individual instances of
// measurements (a double value) for every Resource of interest. These
// individual measurements are aggregated together into an Aggregation. There
// are two Aggregation types available: Distribution (describes the
// distribution of all measurements, possibly with a histogram) and
// IntervalStats (the count and mean of measurements across specified time
// periods). An Aggregation is described by an AggregationDescriptor.
//
// You can define how your stats are broken down by Tag values and which
// Aggregations to use through a View. The corresponding combination of
// Resource/View/Aggregation which is available to census clients is called a
// Metric.
// The following two types are copied from
// google/protobuf/{duration,timestamp}.proto. Ideally, we would be able to
// import them, but this causes compilation issues on C-based systems
// (e.g. https://koti.kapsi.fi/jpa/nanopb/), which cannot process the C++
// headers generated from the standard protobuf distribution. See the relevant
// proto files for full documentation of these types.
message Duration {
// Signed seconds of the span of time. Must be from -315,576,000,000
// to +315,576,000,000 inclusive.
int64 seconds = 1;
// Signed fractions of a second at nanosecond resolution of the span
// of time. Durations less than one second are represented with a 0
// `seconds` field and a positive or negative `nanos` field. For durations
// of one second or more, a non-zero value for the `nanos` field must be
// of the same sign as the `seconds` field. Must be from -999,999,999
// to +999,999,999 inclusive.
int32 nanos = 2;
}
message Timestamp {
// Represents seconds of UTC time since Unix epoch
// 1970-01-01T00:00:00Z. Must be from from 0001-01-01T00:00:00Z to
// 9999-12-31T23:59:59Z inclusive.
int64 seconds = 1;
// Non-negative fractions of a second at nanosecond resolution. Negative
// second values with fractions must still have non-negative nanos values
// that count forward in time. Must be from 0 to 999,999,999
// inclusive.
int32 nanos = 2;
}
// Describes a Resource.
message Resource {
// name of resource, e.g. rpc_latency, cpu. Must be unique.
string name = 1;
// More detailed description of the resource, used in documentation.
string description = 2;
// Fundamental units of measurement supported by Census
// TODO(aveitch): expand this to include other S.I. units?
enum BasicUnit {
UNKNOWN = 0;
BITS = 1;
BYTES = 2;
SECS = 3;
CORES = 4;
MAX_UNITS = 5;
}
// MeasurementUnit lets you build compound units of the form
// 10^n * (A * B * ...) / (X * Y * ...),
// where the elements in the numerator and denominator are all BasicUnits. A
// MeasurementUnit must have at least one BasicUnit in its numerator.
//
// To specify multiplication in the numerator or denominator, simply specify
// multiple numerator or denominator fields. For example:
//
// - byte-seconds (i.e. bytes * seconds):
// numerator: BYTES
// numerator: SECS
//
// - events/sec^2 (i.e. rate of change of events/sec):
// numerator: COUNT
// denominator: SECS
// denominator: SECS
//
// To specify multiples (in power of 10) of units, specify a non-zero prefix
// value, for example:
//
// - MB/s (i.e. megabytes / s):
// prefix: 6
// numerator: BYTES
// denominator: SECS
//
// - nanoseconds
// prefix: -9
// numerator: SECS
message MeasurementUnit {
int32 prefix = 1;
repeated BasicUnit numerator = 2;
repeated BasicUnit denominator = 3;
}
// The units in which Resource values are measured.
MeasurementUnit unit = 3;
}
// An Aggregation summarizes a series of individual Resource measurements, an
// AggregationDescriptor describes an Aggregation.
message AggregationDescriptor {
enum AggregationType {
// Unspecified. Should not be used.
UNKNOWN = 0;
// A count of measurements made.
COUNT = 1;
// A Distribution.
DISTRIBUTION = 2;
// Counts over fixed time intervals.
INTERVAL = 3;
}
// The type of Aggregation.
AggregationType type = 1;
// At most one set of options. It is illegal to specifiy an option for
// COUNT Aggregations. interval_boundaries must be set for INTERVAL types.
// bucket_boundaries are optional for DISTRIBUTION types.
oneof options {
// Defines histogram bucket boundaries for Distributions.
BucketBoundaries bucket_boundaries = 2;
// Defines the time windows to record for IntervalStats.
IntervalBoundaries interval_boundaries = 3;
}
// A Distribution may optionally contain a histogram of the values in the
// population. The bucket boundaries for that histogram are described by
// `bucket_boundaries`. This defines `size(bounds) + 1` (= N) buckets. The
// boundaries for bucket index i are:
//
// [-infinity, bounds[i]) for i == 0
// [bounds[i-1], bounds[i]) for 0 < i < N-2
// [bounds[i-1], +infinity) for i == N-1
//
// i.e. an underflow bucket (number 0), zero or more finite buckets (1
// through N - 2, and an overflow bucket (N - 1), with inclusive lower
// bounds and exclusive upper bounds.
//
// There must be at least one element in `bounds`. If `bounds` has only one
// element, there are no finite buckets, and that single element is the
// common boundary of the overflow and underflow buckets.
message BucketBoundaries {
// The values must be monotonically increasing.
repeated double bounds = 1;
}
// For Interval stats, describe the size of each window.
message IntervalBoundaries {
// For each time window, specify a duration in seconds.
repeated double window_size = 1;
}
}
// Distribution contains summary statistics for a population of values and,
// optionally, a histogram representing the distribution of those values across
// a specified set of histogram buckets, as defined in
// Aggregation.bucket_options.
//
// The summary statistics are the count, mean, minimum, and the maximum of the
// set of population of values.
//
// Although it is not forbidden, it is generally a bad idea to include
// non-finite values (infinities or NaNs) in the population of values, as this
// will render the `mean` field meaningless.
message Distribution {
// The number of values in the population. Must be non-negative.
int64 count = 1;
// The arithmetic mean of the values in the population. If `count` is zero
// then this field must be zero.
double mean = 2;
// Describes a range of population values.
message Range {
// The minimum of the population values.
double min = 1;
// The maximum of the population values.
double max = 2;
}
// The range of the population values. If `count` is zero, this field will not
// be defined.
Range range = 3;
// A Distribution may optionally contain a histogram of the values in the
// population. The histogram is given in `bucket_count` as counts of values
// that fall into one of a sequence of non-overlapping buckets, as described
// by `AggregationDescriptor.options.bucket_boundaries`.
// The sum of the values in `bucket_counts` must equal the value in `count`.
//
// Bucket counts are given in order under the numbering scheme described
// above (the underflow bucket has number 0; the finite buckets, if any,
// have numbers 1 through N-2; the overflow bucket has number N-1).
//
// The size of `bucket_count` must be no greater than N as defined in
// `bucket_boundaries`.
//
// Any suffix of trailing zero bucket_count fields may be omitted.
repeated int64 bucket_count = 4;
}
// Record summary stats over various time windows.
message IntervalStats {
// Summary statistic over a single time window.
message Window {
// The window duration. Must be positive.
Duration window_size = 1;
// The number of measurements in this window.
int64 count = 2;
// The arithmetic mean of all measurements in the window.
double mean = 3;
}
// Full set of windows for this aggregation.
repeated Window window = 1;
}
// A Tag: key-value pair.
message Tag {
string key = 1;
string value = 2;
}
// A View specifies an Aggregation and a set of tag keys. The Aggregation will
// be broken down by the unique set of matching tag values for each measurement.
message View {
// Name of view. Must be unique.
string name = 1;
// More detailed description, for documentation purposes.
string description = 2;
// Name of Resource to be broken down for this view.
string resource_name = 3;
// Aggregation type to associate with this View.
AggregationDescriptor aggregation = 4;
// Tag keys to match with a given Resource measurement. If no keys are
// specified, then all stats are recorded. Keys must be unique.
repeated string tag_key = 5;
}
// An Aggregation summarizes a series of individual Resource measurements.
message Aggregation {
// Name of this aggregation.
string name = 1;
// More detailed description, for documentation purposes.
string description = 2;
// The data for this Aggregation.
oneof data {
uint64 count = 3;
Distribution distribution = 4;
IntervalStats interval_stats = 5;
}
// Tags associated with this Aggregation.
repeated Tag tag = 6;
}
// A Metric represents all the Aggregations for a particular view.
message Metric {
// View associated with this Metric.
string view_name = 1;
// Aggregations - each will have a unique set of tag values for the tag_keys
// associated with the corresponding View.
repeated Aggregation aggregation = 2;
// Start and end timestamps over which the metric was accumulated. These
// values are not relevant/defined for IntervalStats aggregations, which are
// always accumulated over a fixed time period.
Timestamp start = 3;
Timestamp end = 4;
}
|