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1 // Copyright (c) 2012 The Chromium Authors. All rights reserved. | 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 | 2 // Use of this source code is governed by a BSD-style license that can be |
3 // found in the LICENSE file. | 3 // found in the LICENSE file. |
4 | 4 |
5 // Histogram is an object that aggregates statistics, and can summarize them in | 5 // Histogram is an object that aggregates statistics, and can summarize them in |
6 // various forms, including ASCII graphical, HTML, and numerically (as a | 6 // various forms, including ASCII graphical, HTML, and numerically (as a |
7 // vector of numbers corresponding to each of the aggregating buckets). | 7 // vector of numbers corresponding to each of the aggregating buckets). |
8 | 8 |
9 // It supports calls to accumulate either time intervals (which are processed | 9 // It supports calls to accumulate either time intervals (which are processed |
10 // as integral number of milliseconds), or arbitrary integral units. | 10 // as integral number of milliseconds), or arbitrary integral units. |
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61 #include <map> | 61 #include <map> |
62 #include <string> | 62 #include <string> |
63 #include <vector> | 63 #include <vector> |
64 | 64 |
65 #include "base/atomicops.h" | 65 #include "base/atomicops.h" |
66 #include "base/base_export.h" | 66 #include "base/base_export.h" |
67 #include "base/basictypes.h" | 67 #include "base/basictypes.h" |
68 #include "base/compiler_specific.h" | 68 #include "base/compiler_specific.h" |
69 #include "base/gtest_prod_util.h" | 69 #include "base/gtest_prod_util.h" |
70 #include "base/logging.h" | 70 #include "base/logging.h" |
71 #include "base/memory/scoped_ptr.h" | |
71 #include "base/metrics/bucket_ranges.h" | 72 #include "base/metrics/bucket_ranges.h" |
72 #include "base/metrics/histogram_base.h" | 73 #include "base/metrics/histogram_base.h" |
74 #include "base/metrics/histogram_samples.h" | |
75 #include "base/metrics/sample_vector.h" | |
73 #include "base/time.h" | 76 #include "base/time.h" |
74 | 77 |
75 class Pickle; | 78 class Pickle; |
76 class PickleIterator; | 79 class PickleIterator; |
77 | 80 |
78 namespace base { | 81 namespace base { |
79 | 82 |
80 class Lock; | 83 class Lock; |
81 //------------------------------------------------------------------------------ | 84 //------------------------------------------------------------------------------ |
82 // Histograms are often put in areas where they are called many many times, and | 85 // Histograms are often put in areas where they are called many many times, and |
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331 base::LinearHistogram::FactoryGet(name, 1, boundary_value, \ | 334 base::LinearHistogram::FactoryGet(name, 1, boundary_value, \ |
332 boundary_value + 1, base::Histogram::kUmaTargetedHistogramFlag)) | 335 boundary_value + 1, base::Histogram::kUmaTargetedHistogramFlag)) |
333 | 336 |
334 #define UMA_HISTOGRAM_CUSTOM_ENUMERATION(name, sample, custom_ranges) \ | 337 #define UMA_HISTOGRAM_CUSTOM_ENUMERATION(name, sample, custom_ranges) \ |
335 STATIC_HISTOGRAM_POINTER_BLOCK(name, Add(sample), \ | 338 STATIC_HISTOGRAM_POINTER_BLOCK(name, Add(sample), \ |
336 base::CustomHistogram::FactoryGet(name, custom_ranges, \ | 339 base::CustomHistogram::FactoryGet(name, custom_ranges, \ |
337 base::Histogram::kUmaTargetedHistogramFlag)) | 340 base::Histogram::kUmaTargetedHistogramFlag)) |
338 | 341 |
339 //------------------------------------------------------------------------------ | 342 //------------------------------------------------------------------------------ |
340 | 343 |
344 class BucketRanges; | |
345 class SampleVector; | |
Ilya Sherman
2012/09/12 03:20:58
nit: Please leave these alpha-sorted with the othe
kaiwang
2012/09/20 22:54:59
it's suggested by Jim, because BucketRanges and Sa
| |
346 | |
341 class BooleanHistogram; | 347 class BooleanHistogram; |
342 class BucketRanges; | |
343 class CustomHistogram; | 348 class CustomHistogram; |
344 class Histogram; | 349 class Histogram; |
345 class LinearHistogram; | 350 class LinearHistogram; |
346 | 351 |
347 class BASE_EXPORT Histogram : public HistogramBase { | 352 class BASE_EXPORT Histogram : public HistogramBase { |
348 public: | 353 public: |
349 // Initialize maximum number of buckets in histograms as 16,384. | 354 // Initialize maximum number of buckets in histograms as 16,384. |
350 static const size_t kBucketCount_MAX; | 355 static const size_t kBucketCount_MAX; |
351 | 356 |
352 typedef std::vector<Count> Counts; | 357 typedef std::vector<Count> Counts; |
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376 | 381 |
377 NEVER_EXCEEDED_VALUE = 0x10 | 382 NEVER_EXCEEDED_VALUE = 0x10 |
378 }; | 383 }; |
379 | 384 |
380 struct DescriptionPair { | 385 struct DescriptionPair { |
381 Sample sample; | 386 Sample sample; |
382 const char* description; // Null means end of a list of pairs. | 387 const char* description; // Null means end of a list of pairs. |
383 }; | 388 }; |
384 | 389 |
385 //---------------------------------------------------------------------------- | 390 //---------------------------------------------------------------------------- |
386 // Statistic values, developed over the life of the histogram. | |
387 | |
388 class BASE_EXPORT SampleSet { | |
389 public: | |
390 explicit SampleSet(size_t size); | |
391 SampleSet(); | |
392 ~SampleSet(); | |
393 | |
394 void Resize(size_t size); | |
395 | |
396 // Accessor for histogram to make routine additions. | |
397 void Accumulate(Sample value, Count count, size_t index); | |
398 | |
399 // Accessor methods. | |
400 size_t size() const { return counts_.size(); } | |
401 Count counts(size_t i) const { return counts_[i]; } | |
402 Count TotalCount() const; | |
403 int64 sum() const { return sum_; } | |
404 int64 redundant_count() const { return redundant_count_; } | |
405 | |
406 // Arithmetic manipulation of corresponding elements of the set. | |
407 void Add(const SampleSet& other); | |
408 void Subtract(const SampleSet& other); | |
409 | |
410 bool Serialize(Pickle* pickle) const; | |
411 bool Deserialize(PickleIterator* iter); | |
412 | |
413 protected: | |
414 // Actual histogram data is stored in buckets, showing the count of values | |
415 // that fit into each bucket. | |
416 Counts counts_; | |
417 | |
418 // Save simple stats locally. Note that this MIGHT get done in base class | |
419 // without shared memory at some point. | |
420 int64 sum_; // sum of samples. | |
421 | |
422 private: | |
423 // Allow tests to corrupt our innards for testing purposes. | |
424 FRIEND_TEST_ALL_PREFIXES(HistogramTest, CorruptSampleCounts); | |
425 | |
426 // To help identify memory corruption, we reduntantly save the number of | |
427 // samples we've accumulated into all of our buckets. We can compare this | |
428 // count to the sum of the counts in all buckets, and detect problems. Note | |
429 // that due to races in histogram accumulation (if a histogram is indeed | |
430 // updated on several threads simultaneously), the tallies might mismatch, | |
431 // and also the snapshotting code may asynchronously get a mismatch (though | |
432 // generally either race based mismatch cause is VERY rare). | |
433 int64 redundant_count_; | |
434 }; | |
435 | |
436 //---------------------------------------------------------------------------- | |
437 // For a valid histogram, input should follow these restrictions: | 391 // For a valid histogram, input should follow these restrictions: |
438 // minimum > 0 (if a minimum below 1 is specified, it will implicitly be | 392 // minimum > 0 (if a minimum below 1 is specified, it will implicitly be |
439 // normalized up to 1) | 393 // normalized up to 1) |
440 // maximum > minimum | 394 // maximum > minimum |
441 // buckets > 2 [minimum buckets needed: underflow, overflow and the range] | 395 // buckets > 2 [minimum buckets needed: underflow, overflow and the range] |
442 // Additionally, | 396 // Additionally, |
443 // buckets <= (maximum - minimum + 2) - this is to ensure that we don't have | 397 // buckets <= (maximum - minimum + 2) - this is to ensure that we don't have |
444 // more buckets than the range of numbers; having more buckets than 1 per | 398 // more buckets than the range of numbers; having more buckets than 1 per |
445 // value in the range would be nonsensical. | 399 // value in the range would be nonsensical. |
446 static Histogram* FactoryGet(const std::string& name, | 400 static Histogram* FactoryGet(const std::string& name, |
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466 virtual void Add(Sample value) OVERRIDE; | 420 virtual void Add(Sample value) OVERRIDE; |
467 | 421 |
468 // This method is an interface, used only by BooleanHistogram. | 422 // This method is an interface, used only by BooleanHistogram. |
469 virtual void AddBoolean(bool value); | 423 virtual void AddBoolean(bool value); |
470 | 424 |
471 // Accept a TimeDelta to increment. | 425 // Accept a TimeDelta to increment. |
472 void AddTime(TimeDelta time) { | 426 void AddTime(TimeDelta time) { |
473 Add(static_cast<int>(time.InMilliseconds())); | 427 Add(static_cast<int>(time.InMilliseconds())); |
474 } | 428 } |
475 | 429 |
476 void AddSampleSet(const SampleSet& sample); | 430 void AddSamples(const HistogramSamples& samples); |
431 bool AddSamplesFromPickle(PickleIterator* iter); | |
477 | 432 |
478 // This method is an interface, used only by LinearHistogram. | 433 // This method is an interface, used only by LinearHistogram. |
479 virtual void SetRangeDescriptions(const DescriptionPair descriptions[]); | 434 virtual void SetRangeDescriptions(const DescriptionPair descriptions[]); |
480 | 435 |
481 // The following methods provide graphical histogram displays. | 436 // The following methods provide graphical histogram displays. |
482 virtual void WriteHTMLGraph(std::string* output) const OVERRIDE; | 437 virtual void WriteHTMLGraph(std::string* output) const OVERRIDE; |
483 virtual void WriteAscii(std::string* output) const OVERRIDE; | 438 virtual void WriteAscii(std::string* output) const OVERRIDE; |
484 | 439 |
485 // Convenience methods for serializing/deserializing the histograms. | 440 // Convenience methods for serializing/deserializing the histograms. |
486 // Histograms from Renderer process are serialized and sent to the browser. | 441 // Histograms from Renderer process are serialized and sent to the browser. |
487 // Browser process reconstructs the histogram from the pickled version | 442 // Browser process reconstructs the histogram from the pickled version |
488 // accumulates the browser-side shadow copy of histograms (that mirror | 443 // accumulates the browser-side shadow copy of histograms (that mirror |
489 // histograms created in the renderer). | 444 // histograms created in the renderer). |
490 | 445 |
491 // Serialize the given snapshot of a Histogram into a String. Uses | 446 // Serialize the given snapshot of a Histogram into a String. Uses |
492 // Pickle class to flatten the object. | 447 // Pickle class to flatten the object. |
493 static std::string SerializeHistogramInfo(const Histogram& histogram, | 448 static std::string SerializeHistogramInfo(const Histogram& histogram, |
494 const SampleSet& snapshot); | 449 const HistogramSamples& snapshot); |
495 | 450 |
496 // The following method accepts a list of pickled histograms and | 451 // The following method accepts a list of pickled histograms and |
497 // builds a histogram and updates shadow copy of histogram data in the | 452 // builds a histogram and updates shadow copy of histogram data in the |
498 // browser process. | 453 // browser process. |
499 static bool DeserializeHistogramInfo(const std::string& histogram_info); | 454 static bool DeserializeHistogramInfo(const std::string& histogram_info); |
500 | 455 |
456 // This constant if for FindCorruption. Since snapshots of histograms are | |
457 // taken asynchronously relative to sampling, and our counting code currently | |
458 // does not prevent race conditions, it is pretty likely that we'll catch a | |
459 // redundant count that doesn't match the sample count. We allow for a | |
460 // certain amount of slop before flagging this as an inconsistency. Even with | |
461 // an inconsistency, we'll snapshot it again (for UMA in about a half hour), | |
462 // so we'll eventually get the data, if it was not the result of a corruption. | |
463 static const int kCommonRaceBasedCountMismatch; | |
464 | |
501 // Check to see if bucket ranges, counts and tallies in the snapshot are | 465 // Check to see if bucket ranges, counts and tallies in the snapshot are |
502 // consistent with the bucket ranges and checksums in our histogram. This can | 466 // consistent with the bucket ranges and checksums in our histogram. This can |
503 // produce a false-alarm if a race occurred in the reading of the data during | 467 // produce a false-alarm if a race occurred in the reading of the data during |
504 // a SnapShot process, but should otherwise be false at all times (unless we | 468 // a SnapShot process, but should otherwise be false at all times (unless we |
505 // have memory over-writes, or DRAM failures). | 469 // have memory over-writes, or DRAM failures). |
506 virtual Inconsistencies FindCorruption(const SampleSet& snapshot) const; | 470 virtual Inconsistencies FindCorruption(const HistogramSamples& samples) const; |
507 | 471 |
508 //---------------------------------------------------------------------------- | 472 //---------------------------------------------------------------------------- |
509 // Accessors for factory constuction, serialization and testing. | 473 // Accessors for factory constuction, serialization and testing. |
510 //---------------------------------------------------------------------------- | 474 //---------------------------------------------------------------------------- |
511 virtual ClassType histogram_type() const; | 475 virtual ClassType histogram_type() const; |
512 Sample declared_min() const { return declared_min_; } | 476 Sample declared_min() const { return declared_min_; } |
513 Sample declared_max() const { return declared_max_; } | 477 Sample declared_max() const { return declared_max_; } |
514 virtual Sample ranges(size_t i) const; | 478 virtual Sample ranges(size_t i) const; |
515 virtual size_t bucket_count() const; | 479 virtual size_t bucket_count() const; |
516 const BucketRanges* bucket_ranges() const { return bucket_ranges_; } | 480 const BucketRanges* bucket_ranges() const { return bucket_ranges_; } |
517 | 481 |
518 // Snapshot the current complete set of sample data. | 482 // Snapshot the current complete set of sample data. |
519 // Override with atomic/locked snapshot if needed. | 483 // Override with atomic/locked snapshot if needed. |
520 virtual void SnapshotSample(SampleSet* sample) const; | 484 virtual scoped_ptr<SampleVector> SnapshotSamples() const; |
521 | 485 |
522 virtual bool HasConstructionArguments(Sample minimum, | 486 virtual bool HasConstructionArguments(Sample minimum, |
523 Sample maximum, | 487 Sample maximum, |
524 size_t bucket_count); | 488 size_t bucket_count); |
525 protected: | 489 protected: |
526 // |bucket_count| and |ranges| should contain the underflow and overflow | 490 // |bucket_count| and |ranges| should contain the underflow and overflow |
527 // buckets. See top comments for example. | 491 // buckets. See top comments for example. |
528 Histogram(const std::string& name, | 492 Histogram(const std::string& name, |
529 Sample minimum, | 493 Sample minimum, |
530 Sample maximum, | 494 Sample maximum, |
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546 | 510 |
547 // Serialize the histogram's ranges to |*pickle|, returning true on success. | 511 // Serialize the histogram's ranges to |*pickle|, returning true on success. |
548 // Most subclasses can leave this no-op implementation, but some will want to | 512 // Most subclasses can leave this no-op implementation, but some will want to |
549 // override it, especially if the ranges cannot be re-derived from other | 513 // override it, especially if the ranges cannot be re-derived from other |
550 // serialized parameters. | 514 // serialized parameters. |
551 virtual bool SerializeRanges(Pickle* pickle) const; | 515 virtual bool SerializeRanges(Pickle* pickle) const; |
552 | 516 |
553 // Method to override to skip the display of the i'th bucket if it's empty. | 517 // Method to override to skip the display of the i'th bucket if it's empty. |
554 virtual bool PrintEmptyBucket(size_t index) const; | 518 virtual bool PrintEmptyBucket(size_t index) const; |
555 | 519 |
556 //---------------------------------------------------------------------------- | |
557 // Methods to override to create histogram with different bucket widths. | |
558 //---------------------------------------------------------------------------- | |
559 // Find bucket to increment for sample value. | |
560 virtual size_t BucketIndex(Sample value) const; | |
561 // Get normalized size, relative to the ranges(i). | 520 // Get normalized size, relative to the ranges(i). |
562 virtual double GetBucketSize(Count current, size_t i) const; | 521 virtual double GetBucketSize(Count current, size_t i) const; |
563 | 522 |
564 // Return a string description of what goes in a given bucket. | 523 // Return a string description of what goes in a given bucket. |
565 // Most commonly this is the numeric value, but in derived classes it may | 524 // Most commonly this is the numeric value, but in derived classes it may |
566 // be a name (or string description) given to the bucket. | 525 // be a name (or string description) given to the bucket. |
567 virtual const std::string GetAsciiBucketRange(size_t it) const; | 526 virtual const std::string GetAsciiBucketRange(size_t it) const; |
568 | 527 |
569 //---------------------------------------------------------------------------- | |
570 // Methods to override to create thread safe histogram. | |
571 //---------------------------------------------------------------------------- | |
572 // Update all our internal data, including histogram | |
573 virtual void Accumulate(Sample value, Count count, size_t index); | |
574 | |
575 private: | 528 private: |
576 // Allow tests to corrupt our innards for testing purposes. | 529 // Allow tests to corrupt our innards for testing purposes. |
577 FRIEND_TEST_ALL_PREFIXES(HistogramTest, CorruptBucketBounds); | 530 FRIEND_TEST_ALL_PREFIXES(HistogramTest, CorruptBucketBounds); |
578 FRIEND_TEST_ALL_PREFIXES(HistogramTest, CorruptSampleCounts); | 531 FRIEND_TEST_ALL_PREFIXES(HistogramTest, CorruptSampleCounts); |
579 FRIEND_TEST_ALL_PREFIXES(HistogramTest, Crc32SampleHash); | 532 FRIEND_TEST_ALL_PREFIXES(HistogramTest, Crc32SampleHash); |
580 FRIEND_TEST_ALL_PREFIXES(HistogramTest, Crc32TableTest); | 533 FRIEND_TEST_ALL_PREFIXES(HistogramTest, Crc32TableTest); |
581 | 534 |
582 friend class StatisticsRecorder; // To allow it to delete duplicates. | 535 friend class StatisticsRecorder; // To allow it to delete duplicates. |
583 friend class StatisticsRecorderTest; | 536 friend class StatisticsRecorderTest; |
584 | 537 |
585 //---------------------------------------------------------------------------- | 538 //---------------------------------------------------------------------------- |
586 // Helpers for emitting Ascii graphic. Each method appends data to output. | 539 // Helpers for emitting Ascii graphic. Each method appends data to output. |
587 | 540 |
588 void WriteAsciiImpl(bool graph_it, | 541 void WriteAsciiImpl(bool graph_it, |
589 const std::string& newline, | 542 const std::string& newline, |
590 std::string* output) const; | 543 std::string* output) const; |
591 | 544 |
592 // Find out how large the (graphically) the largest bucket will appear to be. | 545 // Find out how large (graphically) the largest bucket will appear to be. |
593 double GetPeakBucketSize(const SampleSet& snapshot) const; | 546 double GetPeakBucketSize(const SampleVector& samples) const; |
594 | 547 |
595 // Write a common header message describing this histogram. | 548 // Write a common header message describing this histogram. |
596 void WriteAsciiHeader(const SampleSet& snapshot, | 549 void WriteAsciiHeader(const SampleVector& samples, |
597 Count sample_count, std::string* output) const; | 550 Count sample_count, |
551 std::string* output) const; | |
598 | 552 |
599 // Write information about previous, current, and next buckets. | 553 // Write information about previous, current, and next buckets. |
600 // Information such as cumulative percentage, etc. | 554 // Information such as cumulative percentage, etc. |
601 void WriteAsciiBucketContext(const int64 past, const Count current, | 555 void WriteAsciiBucketContext(const int64 past, const Count current, |
602 const int64 remaining, const size_t i, | 556 const int64 remaining, const size_t i, |
603 std::string* output) const; | 557 std::string* output) const; |
604 | 558 |
605 // Write textual description of the bucket contents (relative to histogram). | 559 // Write textual description of the bucket contents (relative to histogram). |
606 // Output is the count in the buckets, as well as the percentage. | 560 // Output is the count in the buckets, as well as the percentage. |
607 void WriteAsciiBucketValue(Count current, double scaled_sum, | 561 void WriteAsciiBucketValue(Count current, double scaled_sum, |
608 std::string* output) const; | 562 std::string* output) const; |
609 | 563 |
610 // Produce actual graph (set of blank vs non blank char's) for a bucket. | 564 // Produce actual graph (set of blank vs non blank char's) for a bucket. |
611 void WriteAsciiBucketGraph(double current_size, double max_size, | 565 void WriteAsciiBucketGraph(double current_size, double max_size, |
612 std::string* output) const; | 566 std::string* output) const; |
613 | 567 |
614 // Does not own this object. Should get from StatisticsRecorder. | 568 // Does not own this object. Should get from StatisticsRecorder. |
615 const BucketRanges* bucket_ranges_; | 569 const BucketRanges* bucket_ranges_; |
616 | 570 |
617 Sample declared_min_; // Less than this goes into counts_[0] | 571 Sample declared_min_; // Less than this goes into counts_[0] |
618 Sample declared_max_; // Over this goes into counts_[bucket_count_ - 1]. | 572 Sample declared_max_; // Over this goes into counts_[bucket_count_ - 1]. |
619 size_t bucket_count_; // Dimension of counts_[]. | 573 size_t bucket_count_; // Dimension of counts_[]. |
620 | 574 |
621 // Finally, provide the state that changes with the addition of each new | 575 // Finally, provide the state that changes with the addition of each new |
622 // sample. | 576 // sample. |
623 SampleSet sample_; | 577 scoped_ptr<SampleVector> samples_; |
624 | 578 |
625 DISALLOW_COPY_AND_ASSIGN(Histogram); | 579 DISALLOW_COPY_AND_ASSIGN(Histogram); |
626 }; | 580 }; |
627 | 581 |
628 //------------------------------------------------------------------------------ | 582 //------------------------------------------------------------------------------ |
629 | 583 |
630 // LinearHistogram is a more traditional histogram, with evenly spaced | 584 // LinearHistogram is a more traditional histogram, with evenly spaced |
631 // buckets. | 585 // buckets. |
632 class BASE_EXPORT LinearHistogram : public Histogram { | 586 class BASE_EXPORT LinearHistogram : public Histogram { |
633 public: | 587 public: |
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744 static bool ValidateCustomRanges(const std::vector<Sample>& custom_ranges); | 698 static bool ValidateCustomRanges(const std::vector<Sample>& custom_ranges); |
745 static BucketRanges* CreateBucketRangesFromCustomRanges( | 699 static BucketRanges* CreateBucketRangesFromCustomRanges( |
746 const std::vector<Sample>& custom_ranges); | 700 const std::vector<Sample>& custom_ranges); |
747 | 701 |
748 DISALLOW_COPY_AND_ASSIGN(CustomHistogram); | 702 DISALLOW_COPY_AND_ASSIGN(CustomHistogram); |
749 }; | 703 }; |
750 | 704 |
751 } // namespace base | 705 } // namespace base |
752 | 706 |
753 #endif // BASE_METRICS_HISTOGRAM_H_ | 707 #endif // BASE_METRICS_HISTOGRAM_H_ |
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