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metrics: refactor metrics (part II) #28035
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ref rcrowley/go-metrics@9073533 Remove locks from the hot-path in meter.go and add parallel benchmark metrics: simplify meter.go metrics: refactor meter
…rly sample calculation to avoid later iterations
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… percentiles type change
…ype use integer format
I made a little custom binary which sent in fake traffic metrics. The The faked metrics were more or less similar distribution, but there's randomness so they aren't identical. So left is As far as I can tell, this PR does not modify the behaviour of the traffic tracker histogram charts. |
metrics: influx/prometheus testdata update
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I think I know the reason for this now: those charts only take into account traffic on (@karalabe how about changing it so that all meters like |
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Overall looks really nice. Great simplification of the interfaces!
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LGTM, big improvement over the old one, also -2000 lines is pretty cool!
This change includes a lot of things, listed below. ### Split up interfaces, write vs read The interfaces have been split up into one write-interface and one read-interface, with `Snapshot` being the gateway from write to read. This simplifies the semantics _a lot_. Example of splitting up an interface into one readonly 'snapshot' part, and one updatable writeonly part: ```golang type MeterSnapshot interface { Count() int64 Rate1() float64 Rate5() float64 Rate15() float64 RateMean() float64 } // Meters count events to produce exponentially-weighted moving average rates // at one-, five-, and fifteen-minutes and a mean rate. type Meter interface { Mark(int64) Snapshot() MeterSnapshot Stop() } ``` ### A note about concurrency This PR makes the concurrency model clearer. We have actual meters and snapshot of meters. The `meter` is the thing which can be accessed from the registry, and updates can be made to it. - For all `meters`, (`Gauge`, `Timer` etc), it is assumed that they are accessed by different threads, making updates. Therefore, all `meters` update-methods (`Inc`, `Add`, `Update`, `Clear` etc) need to be concurrency-safe. - All `meters` have a `Snapshot()` method. This method is _usually_ called from one thread, a backend-exporter. But it's fully possible to have several exporters simultaneously: therefore this method should also be concurrency-safe. TLDR: `meter`s are accessible via registry, all their methods must be concurrency-safe. For all `Snapshot`s, it is assumed that an individual exporter-thread has obtained a `meter` from the registry, and called the `Snapshot` method to obtain a readonly snapshot. This snapshot is _not_ guaranteed to be concurrency-safe. There's no need for a snapshot to be concurrency-safe, since exporters should not share snapshots. Note, though: that by happenstance a lot of the snapshots _are_ concurrency-safe, being unmutable minimal representations of a value. Only the more complex ones are _not_ threadsafe, those that lazily calculate things like `Variance()`, `Mean()`. Example of how a background exporter typically works, obtaining the snapshot and sequentially accessing the non-threadsafe methods in it: ```golang ms := metric.Snapshot() ... fields := map[string]interface{}{ "count": ms.Count(), "max": ms.Max(), "mean": ms.Mean(), "min": ms.Min(), "stddev": ms.StdDev(), "variance": ms.Variance(), ``` TLDR: `snapshots` are not guaranteed to be concurrency-safe (but often are). ### Sample changes I also changed the `Sample` type: previously, it iterated the samples fully every time `Mean()`,`Sum()`, `Min()` or `Max()` was invoked. Since we now have readonly base data, we can just iterate it once, in the constructor, and set all four values at once. The same thing has been done for runtimehistogram. ### ResettingTimer API Back when ResettingTImer was implemented, as part of ethereum#15910, Anton implemented a `Percentiles` on the new type. However, the method did not conform to the other existing types which also had a `Percentiles`. 1. The existing ones, on input, took `0.5` to mean `50%`. Anton used `50` to mean `50%`. 2. The existing ones returned `float64` outputs, thus interpolating between values. A value-set of `0, 10`, at `50%` would return `5`, whereas Anton's would return either `0` or `10`. This PR removes the 'new' version, and uses only the 'legacy' percentiles, also for the ResettingTimer type. The resetting timer snapshot was also defined so that it would expose the internal values. This has been removed, and getters for `Max, Min, Mean` have been added instead. ### Unexport types A lot of types were exported, but do not need to be. This PR unexports quite a lot of them.
This reverts commit 135d2d1.
This reverts commit 135d2d1.
This is a follow-up to #28031
Split up interfaces, write vs read
The changes look large, but they're not actually that invasive. The interfaces have been split up into one write-interface and one read-interface, with
Snapshot
being the gateway from write to read. This simplifies the semantics a lot.Example of splitting up an interface into one readonly 'snapshot' part, and one updatable writeonly part:
A note about concurrency
This PR makes the concurrency model clearer. We have actual meters and snapshot of meters. The
meter
is the thing which can be accessed from the registry, and updates can be made to it.meters
, (Gauge
,Timer
etc), it is assumed that they are accessed by different threads, making updates. Therefore, allmeters
update-methods (Inc
,Add
,Update
,Clear
etc) need to be concurrency-safe.meters
have aSnapshot()
method. This method is usually called from one thread, a backend-exporter. But it's fully possible to have several exporters simultaneously: therefore this method should also be concurrency-safe.TLDR:
meter
s are accessible via registry, all their methods must be concurrency-safe.For all
Snapshot
s, it is assumed that an individual exporter-thread has obtained ameter
from the registry, and called theSnapshot
method to obtain a readonly snapshot. This snapshot is not guaranteed to be concurrency-safe. There's no need for a snapshot to be concurrency-safe, since exporters should not share snapshots.Note, though: that by happenstance a lot of the snapshots are concurrency-safe, being unmutable minimal representations of a value. Only the more complex ones are not threadsafe, those that lazily calculate things like
Variance()
,Mean()
.Example of how a background exporter typically works, obtaining the snapshot and sequentially accessing the non-threadsafe methods in it:
TLDR:
snapshots
are not guaranteed to be concurrency-safe (but often are).Sample changes
I also changed the
Sample
type: previously, it iterated the samples fully every timeMean()
,Sum()
,Min()
orMax()
was invoked. Since we now have readonly base data, we can just iterate it once, in the constructor, and set all four values at once.The same thing has been done for runtimehistogram.
ResettingTimer API
Back when ResettingTImer was implemented, as part of #15910, Anton implemented a
Percentiles
on the new type. However, the method did not conform to the other existing types which also had aPercentiles
.0.5
to mean50%
. Anton used50
to mean50%
.float64
outputs, thus interpolating between values. A value-set of0, 10
, at50%
would return5
, whereas Anton's would return either0
or10
.This PR removes the 'new' version, and uses only the 'legacy' percentiles, also for the ResettingTimer type.
The resetting timer snapshot was also defined so that it would expose the internal values. This has been removed, and getters for
Max, Min, Mean
have been added instead.Unexport types
A lot of types were exported, but do not need to be. This PR unexports quite a lot of them.