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[chromium-blink-merge.git] / base / metrics / histogram.h
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1 // Copyright (c) 2012 The Chromium Authors. All rights reserved.
2 // Use of this source code is governed by a BSD-style license that can be
3 // found in the LICENSE file.
5 // Histogram is an object that aggregates statistics, and can summarize them in
6 // various forms, including ASCII graphical, HTML, and numerically (as a
7 // vector of numbers corresponding to each of the aggregating buckets).
9 // It supports calls to accumulate either time intervals (which are processed
10 // as integral number of milliseconds), or arbitrary integral units.
12 // For Histogram(exponential histogram), LinearHistogram and CustomHistogram,
13 // the minimum for a declared range is 1 (instead of 0), while the maximum is
14 // (HistogramBase::kSampleType_MAX - 1). Currently you can declare histograms
15 // with ranges exceeding those limits (e.g. 0 as minimal or
16 // HistogramBase::kSampleType_MAX as maximal), but those excesses will be
17 // silently clamped to those limits (for backwards compatibility with existing
18 // code). Best practice is to not exceed the limits.
20 // Each use of a histogram with the same name will reference the same underlying
21 // data, so it is safe to record to the same histogram from multiple locations
22 // in the code. It is a runtime error if all uses of the same histogram do not
23 // agree exactly in type, bucket size and range.
25 // For Histogram and LinearHistogram, the maximum for a declared range should
26 // always be larger (not equal) than minimal range. Zero and
27 // HistogramBase::kSampleType_MAX are implicitly added as first and last ranges,
28 // so the smallest legal bucket_count is 3. However CustomHistogram can have
29 // bucket count as 2 (when you give a custom ranges vector containing only 1
30 // range).
31 // For these 3 kinds of histograms, the max bucket count is always
32 // (Histogram::kBucketCount_MAX - 1).
34 // The buckets layout of class Histogram is exponential. For example, buckets
35 // might contain (sequentially) the count of values in the following intervals:
36 // [0,1), [1,2), [2,4), [4,8), [8,16), [16,32), [32,64), [64,infinity)
37 // That bucket allocation would actually result from construction of a histogram
38 // for values between 1 and 64, with 8 buckets, such as:
39 // Histogram count("some name", 1, 64, 8);
40 // Note that the underflow bucket [0,1) and the overflow bucket [64,infinity)
41 // are also counted by the constructor in the user supplied "bucket_count"
42 // argument.
43 // The above example has an exponential ratio of 2 (doubling the bucket width
44 // in each consecutive bucket. The Histogram class automatically calculates
45 // the smallest ratio that it can use to construct the number of buckets
46 // selected in the constructor. An another example, if you had 50 buckets,
47 // and millisecond time values from 1 to 10000, then the ratio between
48 // consecutive bucket widths will be approximately somewhere around the 50th
49 // root of 10000. This approach provides very fine grain (narrow) buckets
50 // at the low end of the histogram scale, but allows the histogram to cover a
51 // gigantic range with the addition of very few buckets.
53 // Usually we use macros to define and use a histogram, which are defined in
54 // base/metrics/histogram_macros.h. Note: Callers should include that header
55 // directly if they only access the histogram APIs through macros.
57 // Macros use a pattern involving a function static variable, that is a pointer
58 // to a histogram. This static is explicitly initialized on any thread
59 // that detects a uninitialized (NULL) pointer. The potentially racy
60 // initialization is not a problem as it is always set to point to the same
61 // value (i.e., the FactoryGet always returns the same value). FactoryGet
62 // is also completely thread safe, which results in a completely thread safe,
63 // and relatively fast, set of counters. To avoid races at shutdown, the static
64 // pointer is NOT deleted, and we leak the histograms at process termination.
66 #ifndef BASE_METRICS_HISTOGRAM_H_
67 #define BASE_METRICS_HISTOGRAM_H_
69 #include <map>
70 #include <string>
71 #include <vector>
73 #include "base/base_export.h"
74 #include "base/basictypes.h"
75 #include "base/compiler_specific.h"
76 #include "base/gtest_prod_util.h"
77 #include "base/logging.h"
78 #include "base/memory/scoped_ptr.h"
79 #include "base/metrics/bucket_ranges.h"
80 #include "base/metrics/histogram_base.h"
81 // TODO(asvitkine): Migrate callers to to include this directly and remove this.
82 #include "base/metrics/histogram_macros.h"
83 #include "base/metrics/histogram_samples.h"
84 #include "base/time/time.h"
86 namespace base {
88 class BooleanHistogram;
89 class CustomHistogram;
90 class Histogram;
91 class LinearHistogram;
92 class Pickle;
93 class PickleIterator;
94 class SampleVector;
96 class BASE_EXPORT Histogram : public HistogramBase {
97 public:
98 // Initialize maximum number of buckets in histograms as 16,384.
99 static const size_t kBucketCount_MAX;
101 typedef std::vector<Count> Counts;
103 //----------------------------------------------------------------------------
104 // For a valid histogram, input should follow these restrictions:
105 // minimum > 0 (if a minimum below 1 is specified, it will implicitly be
106 // normalized up to 1)
107 // maximum > minimum
108 // buckets > 2 [minimum buckets needed: underflow, overflow and the range]
109 // Additionally,
110 // buckets <= (maximum - minimum + 2) - this is to ensure that we don't have
111 // more buckets than the range of numbers; having more buckets than 1 per
112 // value in the range would be nonsensical.
113 static HistogramBase* FactoryGet(const std::string& name,
114 Sample minimum,
115 Sample maximum,
116 size_t bucket_count,
117 int32 flags);
118 static HistogramBase* FactoryTimeGet(const std::string& name,
119 base::TimeDelta minimum,
120 base::TimeDelta maximum,
121 size_t bucket_count,
122 int32 flags);
124 static void InitializeBucketRanges(Sample minimum,
125 Sample maximum,
126 BucketRanges* ranges);
128 // This constant if for FindCorruption. Since snapshots of histograms are
129 // taken asynchronously relative to sampling, and our counting code currently
130 // does not prevent race conditions, it is pretty likely that we'll catch a
131 // redundant count that doesn't match the sample count. We allow for a
132 // certain amount of slop before flagging this as an inconsistency. Even with
133 // an inconsistency, we'll snapshot it again (for UMA in about a half hour),
134 // so we'll eventually get the data, if it was not the result of a corruption.
135 static const int kCommonRaceBasedCountMismatch;
137 // Check to see if bucket ranges, counts and tallies in the snapshot are
138 // consistent with the bucket ranges and checksums in our histogram. This can
139 // produce a false-alarm if a race occurred in the reading of the data during
140 // a SnapShot process, but should otherwise be false at all times (unless we
141 // have memory over-writes, or DRAM failures).
142 int FindCorruption(const HistogramSamples& samples) const override;
144 //----------------------------------------------------------------------------
145 // Accessors for factory construction, serialization and testing.
146 //----------------------------------------------------------------------------
147 Sample declared_min() const { return declared_min_; }
148 Sample declared_max() const { return declared_max_; }
149 virtual Sample ranges(size_t i) const;
150 virtual size_t bucket_count() const;
151 const BucketRanges* bucket_ranges() const { return bucket_ranges_; }
153 // This function validates histogram construction arguments. It returns false
154 // if some of the arguments are totally bad.
155 // Note. Currently it allow some bad input, e.g. 0 as minimum, but silently
156 // converts it to good input: 1.
157 // TODO(kaiwang): Be more restrict and return false for any bad input, and
158 // make this a readonly validating function.
159 static bool InspectConstructionArguments(const std::string& name,
160 Sample* minimum,
161 Sample* maximum,
162 size_t* bucket_count);
164 // HistogramBase implementation:
165 HistogramType GetHistogramType() const override;
166 bool HasConstructionArguments(Sample expected_minimum,
167 Sample expected_maximum,
168 size_t expected_bucket_count) const override;
169 void Add(Sample value) override;
170 scoped_ptr<HistogramSamples> SnapshotSamples() const override;
171 void AddSamples(const HistogramSamples& samples) override;
172 bool AddSamplesFromPickle(base::PickleIterator* iter) override;
173 void WriteHTMLGraph(std::string* output) const override;
174 void WriteAscii(std::string* output) const override;
176 protected:
177 // |ranges| should contain the underflow and overflow buckets. See top
178 // comments for example.
179 Histogram(const std::string& name,
180 Sample minimum,
181 Sample maximum,
182 const BucketRanges* ranges);
184 ~Histogram() override;
186 // HistogramBase implementation:
187 bool SerializeInfoImpl(base::Pickle* pickle) const override;
189 // Method to override to skip the display of the i'th bucket if it's empty.
190 virtual bool PrintEmptyBucket(size_t index) const;
192 // Get normalized size, relative to the ranges(i).
193 virtual double GetBucketSize(Count current, size_t i) const;
195 // Return a string description of what goes in a given bucket.
196 // Most commonly this is the numeric value, but in derived classes it may
197 // be a name (or string description) given to the bucket.
198 virtual const std::string GetAsciiBucketRange(size_t it) const;
200 private:
201 // Allow tests to corrupt our innards for testing purposes.
202 FRIEND_TEST_ALL_PREFIXES(HistogramTest, BoundsTest);
203 FRIEND_TEST_ALL_PREFIXES(HistogramTest, BucketPlacementTest);
204 FRIEND_TEST_ALL_PREFIXES(HistogramTest, CorruptBucketBounds);
205 FRIEND_TEST_ALL_PREFIXES(HistogramTest, CorruptSampleCounts);
206 FRIEND_TEST_ALL_PREFIXES(HistogramTest, NameMatchTest);
208 friend class StatisticsRecorder; // To allow it to delete duplicates.
209 friend class StatisticsRecorderTest;
211 friend BASE_EXPORT_PRIVATE HistogramBase* DeserializeHistogramInfo(
212 base::PickleIterator* iter);
213 static HistogramBase* DeserializeInfoImpl(base::PickleIterator* iter);
215 // Implementation of SnapshotSamples function.
216 scoped_ptr<SampleVector> SnapshotSampleVector() const;
218 //----------------------------------------------------------------------------
219 // Helpers for emitting Ascii graphic. Each method appends data to output.
221 void WriteAsciiImpl(bool graph_it,
222 const std::string& newline,
223 std::string* output) const;
225 // Find out how large (graphically) the largest bucket will appear to be.
226 double GetPeakBucketSize(const SampleVector& samples) const;
228 // Write a common header message describing this histogram.
229 void WriteAsciiHeader(const SampleVector& samples,
230 Count sample_count,
231 std::string* output) const;
233 // Write information about previous, current, and next buckets.
234 // Information such as cumulative percentage, etc.
235 void WriteAsciiBucketContext(const int64 past, const Count current,
236 const int64 remaining, const size_t i,
237 std::string* output) const;
239 // WriteJSON calls these.
240 void GetParameters(DictionaryValue* params) const override;
242 void GetCountAndBucketData(Count* count,
243 int64* sum,
244 ListValue* buckets) const override;
246 // Does not own this object. Should get from StatisticsRecorder.
247 const BucketRanges* bucket_ranges_;
249 Sample declared_min_; // Less than this goes into the first bucket.
250 Sample declared_max_; // Over this goes into the last bucket.
252 // Finally, provide the state that changes with the addition of each new
253 // sample.
254 scoped_ptr<SampleVector> samples_;
256 DISALLOW_COPY_AND_ASSIGN(Histogram);
259 //------------------------------------------------------------------------------
261 // LinearHistogram is a more traditional histogram, with evenly spaced
262 // buckets.
263 class BASE_EXPORT LinearHistogram : public Histogram {
264 public:
265 ~LinearHistogram() override;
267 /* minimum should start from 1. 0 is as minimum is invalid. 0 is an implicit
268 default underflow bucket. */
269 static HistogramBase* FactoryGet(const std::string& name,
270 Sample minimum,
271 Sample maximum,
272 size_t bucket_count,
273 int32 flags);
274 static HistogramBase* FactoryTimeGet(const std::string& name,
275 TimeDelta minimum,
276 TimeDelta maximum,
277 size_t bucket_count,
278 int32 flags);
280 struct DescriptionPair {
281 Sample sample;
282 const char* description; // Null means end of a list of pairs.
285 // Create a LinearHistogram and store a list of number/text values for use in
286 // writing the histogram graph.
287 // |descriptions| can be NULL, which means no special descriptions to set. If
288 // it's not NULL, the last element in the array must has a NULL in its
289 // "description" field.
290 static HistogramBase* FactoryGetWithRangeDescription(
291 const std::string& name,
292 Sample minimum,
293 Sample maximum,
294 size_t bucket_count,
295 int32 flags,
296 const DescriptionPair descriptions[]);
298 static void InitializeBucketRanges(Sample minimum,
299 Sample maximum,
300 BucketRanges* ranges);
302 // Overridden from Histogram:
303 HistogramType GetHistogramType() const override;
305 protected:
306 LinearHistogram(const std::string& name,
307 Sample minimum,
308 Sample maximum,
309 const BucketRanges* ranges);
311 double GetBucketSize(Count current, size_t i) const override;
313 // If we have a description for a bucket, then return that. Otherwise
314 // let parent class provide a (numeric) description.
315 const std::string GetAsciiBucketRange(size_t i) const override;
317 // Skip printing of name for numeric range if we have a name (and if this is
318 // an empty bucket).
319 bool PrintEmptyBucket(size_t index) const override;
321 private:
322 friend BASE_EXPORT_PRIVATE HistogramBase* DeserializeHistogramInfo(
323 base::PickleIterator* iter);
324 static HistogramBase* DeserializeInfoImpl(base::PickleIterator* iter);
326 // For some ranges, we store a printable description of a bucket range.
327 // If there is no description, then GetAsciiBucketRange() uses parent class
328 // to provide a description.
329 typedef std::map<Sample, std::string> BucketDescriptionMap;
330 BucketDescriptionMap bucket_description_;
332 DISALLOW_COPY_AND_ASSIGN(LinearHistogram);
335 //------------------------------------------------------------------------------
337 // BooleanHistogram is a histogram for booleans.
338 class BASE_EXPORT BooleanHistogram : public LinearHistogram {
339 public:
340 static HistogramBase* FactoryGet(const std::string& name, int32 flags);
342 HistogramType GetHistogramType() const override;
344 private:
345 BooleanHistogram(const std::string& name, const BucketRanges* ranges);
347 friend BASE_EXPORT_PRIVATE HistogramBase* DeserializeHistogramInfo(
348 base::PickleIterator* iter);
349 static HistogramBase* DeserializeInfoImpl(base::PickleIterator* iter);
351 DISALLOW_COPY_AND_ASSIGN(BooleanHistogram);
354 //------------------------------------------------------------------------------
356 // CustomHistogram is a histogram for a set of custom integers.
357 class BASE_EXPORT CustomHistogram : public Histogram {
358 public:
359 // |custom_ranges| contains a vector of limits on ranges. Each limit should be
360 // > 0 and < kSampleType_MAX. (Currently 0 is still accepted for backward
361 // compatibility). The limits can be unordered or contain duplication, but
362 // client should not depend on this.
363 static HistogramBase* FactoryGet(const std::string& name,
364 const std::vector<Sample>& custom_ranges,
365 int32 flags);
367 // Overridden from Histogram:
368 HistogramType GetHistogramType() const override;
370 // Helper method for transforming an array of valid enumeration values
371 // to the std::vector<int> expected by UMA_HISTOGRAM_CUSTOM_ENUMERATION.
372 // This function ensures that a guard bucket exists right after any
373 // valid sample value (unless the next higher sample is also a valid value),
374 // so that invalid samples never fall into the same bucket as valid samples.
375 // TODO(kaiwang): Change name to ArrayToCustomEnumRanges.
376 static std::vector<Sample> ArrayToCustomRanges(const Sample* values,
377 size_t num_values);
378 protected:
379 CustomHistogram(const std::string& name,
380 const BucketRanges* ranges);
382 // HistogramBase implementation:
383 bool SerializeInfoImpl(base::Pickle* pickle) const override;
385 double GetBucketSize(Count current, size_t i) const override;
387 private:
388 friend BASE_EXPORT_PRIVATE HistogramBase* DeserializeHistogramInfo(
389 base::PickleIterator* iter);
390 static HistogramBase* DeserializeInfoImpl(base::PickleIterator* iter);
392 static bool ValidateCustomRanges(const std::vector<Sample>& custom_ranges);
393 static BucketRanges* CreateBucketRangesFromCustomRanges(
394 const std::vector<Sample>& custom_ranges);
396 DISALLOW_COPY_AND_ASSIGN(CustomHistogram);
399 } // namespace base
401 #endif // BASE_METRICS_HISTOGRAM_H_