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Performance improvements for recordingSpan SetAttributes and addOverCapAttrs #5864

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boekkooi-impossiblecloud
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@boekkooi-impossiblecloud boekkooi-impossiblecloud commented Oct 2, 2024

Good day,

While working on #5858 I found some other possible improvements.

This PR:

  • Adds an early return to SetAttributes when no attributes are provided.
  • Only increases s.attributes to guarantee that there is enough space for elements to be added.
  • Fixes and issue where truncateAttr was not used when a attribute was being updated in addOverCapAttrs.

Thanks for reviewing and please let me know if any changes are needed.

benchstat:
```
goos: linux
goarch: amd64
pkg: go.opentelemetry.io/otel/sdk/trace
cpu: 11th Gen Intel(R) Core(TM) i5-11400H @ 2.70GHz
                                 │   new.txt    │              new1.txt               │
                                 │    sec/op    │   sec/op     vs base                │
TraceStart/with_a_simple_span-12   451.0n ±  5%   375.0n ± 1%  -16.85% (p=0.000 n=10)
TraceStart/with_several_links-12   595.8n ±  3%   501.7n ± 1%  -15.80% (p=0.000 n=10)
TraceStart/with_attributes-12      644.5n ± 10%   569.5n ± 4%  -11.63% (p=0.000 n=10)
geomean                            557.4n         474.9n       -14.79%

                                 │  new.txt   │              new1.txt               │
                                 │    B/op    │    B/op     vs base                 │
TraceStart/with_a_simple_span-12   496.0 ± 0%   496.0 ± 0%       ~ (p=1.000 n=10) ¹
TraceStart/with_several_links-12   672.0 ± 0%   672.0 ± 0%       ~ (p=1.000 n=10) ¹
TraceStart/with_attributes-12      752.0 ± 0%   752.0 ± 0%       ~ (p=1.000 n=10) ¹
geomean                            630.5        630.5       +0.00%
¹ all samples are equal

                                 │  new.txt   │              new1.txt               │
                                 │ allocs/op  │ allocs/op   vs base                 │
TraceStart/with_a_simple_span-12   2.000 ± 0%   2.000 ± 0%       ~ (p=1.000 n=10) ¹
TraceStart/with_several_links-12   3.000 ± 0%   3.000 ± 0%       ~ (p=1.000 n=10) ¹
TraceStart/with_attributes-12      4.000 ± 0%   4.000 ± 0%       ~ (p=1.000 n=10) ¹
geomean                            2.884        2.884       +0.00%
¹ all samples are equal
```
Grow increases the slice's capacity, if necessary, to guarantee space for another n elements.
This change now ensures that `n` is the amount of elements to grow and not the capacity amount.
@dmathieu
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dmathieu commented Oct 2, 2024

Could you post benchstat results showing the improvements?

@boekkooi-impossiblecloud

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codecov bot commented Oct 3, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 84.5%. Comparing base (9e791a6) to head (c8f11cb).
Report is 1 commits behind head on main.

Additional details and impacted files

Impacted file tree graph

@@           Coverage Diff           @@
##            main   #5864     +/-   ##
=======================================
- Coverage   84.6%   84.5%   -0.1%     
=======================================
  Files        272     272             
  Lines      22779   22800     +21     
=======================================
+ Hits       19272   19283     +11     
- Misses      3165    3171      +6     
- Partials     342     346      +4     

see 2 files with indirect coverage changes

@boekkooi-impossiblecloud
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boekkooi-impossiblecloud commented Oct 4, 2024

Hey @dashpole
Thank you for your review and approval.
I'm sorry to add another commit to this PR but I think it's worth it. Could you please review the change?

Benchstat for f6fd877 are as follows.

goos: linux
goarch: amd64
pkg: go.opentelemetry.io/otel/sdk/trace
cpu: 11th Gen Intel(R) Core(TM) i5-11400H @ 2.70GHz
                                              │ 1727937489-attr-old.txt │      1728021883-attr-lock.txt       │
                                              │         sec/op          │   sec/op     vs base                │
RecordingSpanSetAttributes/WithLimit/false-12              6.579µ ±  9%   6.034µ ± 9%   -8.29% (p=0.011 n=10)
RecordingSpanSetAttributes/WithLimit/true-12               14.27µ ± 10%   11.95µ ± 9%  -16.26% (p=0.009 n=10)
SpanEnd-12                                                 63.44n ±  0%   63.44n ± 1%        ~ (p=0.985 n=10)
TraceStart/with_a_simple_span-12                           728.0n ±  3%   717.4n ± 3%        ~ (p=0.210 n=10)
TraceStart/with_several_links-12                           881.5n ±  1%   869.2n ± 1%   -1.40% (p=0.015 n=10)
TraceStart/with_attributes-12                              916.5n ±  2%   933.4n ± 4%        ~ (p=0.436 n=10)
SpanProcessorOnEnd/batch:_10,_spans:_10-12                 151.9n ±  3%   147.5n ± 3%   -2.90% (p=0.012 n=10)
SpanProcessorOnEnd/batch:_10,_spans:_100-12                1.497µ ±  2%   1.453µ ± 3%   -2.91% (p=0.001 n=10)
SpanProcessorOnEnd/batch:_100,_spans:_10-12                148.5n ±  2%   147.5n ± 3%        ~ (p=0.306 n=10)
SpanProcessorOnEnd/batch:_100,_spans:_100-12               1.481µ ±  3%   1.450µ ± 3%   -2.09% (p=0.037 n=10)
SpanProcessorVerboseLogging-12                             9.376µ ±  1%   9.030µ ± 1%   -3.69% (p=0.000 n=10)
SpanLimits/AttributeValueLengthLimit-12                    7.221µ ±  4%   6.642µ ± 6%   -8.02% (p=0.003 n=10)
SpanLimits/AttributeCountLimit-12                          6.300µ ±  6%   5.766µ ± 6%   -8.48% (p=0.001 n=10)
SpanLimits/EventCountLimit-12                              5.921µ ±  4%   5.668µ ± 5%   -4.28% (p=0.009 n=10)
SpanLimits/LinkCountLimit-12                               6.073µ ±  6%   5.572µ ± 4%   -8.25% (p=0.002 n=10)
SpanLimits/AttributePerEventCountLimit-12                  6.455µ ±  3%   6.023µ ± 2%   -6.69% (p=0.000 n=10)
SpanLimits/AttributePerLinkCountLimit-12                   6.263µ ±  4%   6.029µ ± 5%   -3.73% (p=0.004 n=10)
SpanSetAttributesOverCapacity-12                           1.683µ ±  1%   1.669µ ± 1%        ~ (p=0.072 n=10)
StartEndSpan/AlwaysSample-12                               803.0n ±  4%   763.0n ± 3%   -4.99% (p=0.001 n=10)
StartEndSpan/NeverSample-12                                216.0n ±  2%   210.4n ± 2%   -2.62% (p=0.003 n=10)
SpanWithAttributes_4/AlwaysSample-12                       1.217µ ±  2%   1.133µ ± 4%   -6.86% (p=0.000 n=10)
SpanWithAttributes_4/NeverSample-12                        370.4n ±  5%   360.5n ± 4%        ~ (p=0.143 n=10)
SpanWithAttributes_8/AlwaysSample-12                       1.494µ ±  4%   1.416µ ± 4%   -5.22% (p=0.000 n=10)
SpanWithAttributes_8/NeverSample-12                        477.1n ±  3%   442.4n ± 5%   -7.27% (p=0.001 n=10)
SpanWithAttributes_all/AlwaysSample-12                     1.310µ ±  5%   1.207µ ± 5%   -7.94% (p=0.001 n=10)
SpanWithAttributes_all/NeverSample-12                      388.0n ±  5%   370.0n ± 8%   -4.64% (p=0.019 n=10)
SpanWithAttributes_all_2x/AlwaysSample-12                  1.664µ ±  2%   1.508µ ± 3%   -9.37% (p=0.000 n=10)
SpanWithAttributes_all_2x/NeverSample-12                   522.7n ±  7%   490.9n ± 3%   -6.07% (p=0.003 n=10)
SpanWithEvents_4/AlwaysSample-12                           1.411µ ±  4%   1.318µ ± 4%   -6.56% (p=0.002 n=10)
SpanWithEvents_4/NeverSample-12                            218.4n ±  3%   215.9n ± 2%        ~ (p=0.101 n=10)
SpanWithEvents_8/AlwaysSample-12                           1.997µ ±  5%   1.927µ ± 5%   -3.51% (p=0.023 n=10)
SpanWithEvents_8/NeverSample-12                            226.6n ±  3%   217.8n ± 2%   -3.84% (p=0.000 n=10)
SpanWithEvents_WithStackTrace/AlwaysSample-12             1016.5n ±  2%   956.5n ± 4%   -5.90% (p=0.001 n=10)
SpanWithEvents_WithStackTrace/NeverSample-12               242.0n ±  3%   237.7n ± 2%   -1.76% (p=0.022 n=10)
SpanWithEvents_WithTimestamp/AlwaysSample-12              1019.5n ±  3%   941.7n ± 7%   -7.63% (p=0.002 n=10)
SpanWithEvents_WithTimestamp/NeverSample-12                276.4n ±  3%   271.9n ± 2%   -1.65% (p=0.009 n=10)
TraceID_DotString-12                                       71.94n ±  3%   68.63n ± 3%   -4.61% (p=0.015 n=10)
SpanID_DotString-12                                        50.88n ±  3%   49.27n ± 1%   -3.16% (p=0.000 n=10)
geomean                                                    952.8n         908.2n        -4.68%

                                              │ 1727937489-attr-old.txt │       1728021883-attr-lock.txt        │
                                              │          B/op           │     B/op      vs base                 │
RecordingSpanSetAttributes/WithLimit/false-12            7.062Ki ± 0%     7.062Ki ± 0%       ~ (p=1.000 n=10) ¹
RecordingSpanSetAttributes/WithLimit/true-12             7.564Ki ± 0%     7.564Ki ± 0%  +0.01% (p=0.034 n=10)
SpanEnd-12                                                 0.000 ± 0%       0.000 ± 0%       ~ (p=1.000 n=10) ¹
TraceStart/with_a_simple_span-12                           704.0 ± 0%       704.0 ± 0%       ~ (p=1.000 n=10) ¹
TraceStart/with_several_links-12                           880.0 ± 0%       880.0 ± 0%       ~ (p=1.000 n=10) ¹
TraceStart/with_attributes-12                              960.0 ± 0%       960.0 ± 0%       ~ (p=1.000 n=10) ¹
SpanProcessorOnEnd/batch:_10,_spans:_10-12                 0.000 ± 0%       0.000 ± 0%       ~ (p=1.000 n=10) ¹
SpanProcessorOnEnd/batch:_10,_spans:_100-12                0.000 ± 0%       0.000 ± 0%       ~ (p=1.000 n=10) ¹
SpanProcessorOnEnd/batch:_100,_spans:_10-12                0.000 ± 0%       0.000 ± 0%       ~ (p=1.000 n=10) ¹
SpanProcessorOnEnd/batch:_100,_spans:_100-12               0.000 ± 0%       0.000 ± 0%       ~ (p=1.000 n=10) ¹
SpanProcessorVerboseLogging-12                           10.94Ki ± 0%     10.94Ki ± 0%       ~ (p=1.000 n=10) ¹
SpanLimits/AttributeValueLengthLimit-12                  10.76Ki ± 0%     10.76Ki ± 0%       ~ (p=1.000 n=10) ¹
SpanLimits/AttributeCountLimit-12                        10.02Ki ± 0%     10.02Ki ± 0%       ~ (p=1.000 n=10) ¹
SpanLimits/EventCountLimit-12                            9.594Ki ± 0%     9.594Ki ± 0%       ~ (p=1.000 n=10) ¹
SpanLimits/LinkCountLimit-12                             9.203Ki ± 0%     9.203Ki ± 0%       ~ (p=1.000 n=10) ¹
SpanLimits/AttributePerEventCountLimit-12                10.64Ki ± 0%     10.64Ki ± 0%       ~ (p=1.000 n=10) ¹
SpanLimits/AttributePerLinkCountLimit-12                 10.64Ki ± 0%     10.64Ki ± 0%       ~ (p=1.000 n=10) ¹
SpanSetAttributesOverCapacity-12                           768.0 ± 0%       768.0 ± 0%       ~ (p=1.000 n=10) ¹
StartEndSpan/AlwaysSample-12                               704.0 ± 0%       704.0 ± 0%       ~ (p=1.000 n=10) ¹
StartEndSpan/NeverSample-12                                144.0 ± 0%       144.0 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithAttributes_4/AlwaysSample-12                     1.188Ki ± 0%     1.188Ki ± 0%       ~ (p=1.000 n=10) ¹
SpanWithAttributes_4/NeverSample-12                        400.0 ± 0%       400.0 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithAttributes_8/AlwaysSample-12                     1.688Ki ± 0%     1.688Ki ± 0%       ~ (p=1.000 n=10) ¹
SpanWithAttributes_8/NeverSample-12                        656.0 ± 0%       656.0 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithAttributes_all/AlwaysSample-12                   1.312Ki ± 0%     1.312Ki ± 0%       ~ (p=1.000 n=10) ¹
SpanWithAttributes_all/NeverSample-12                      464.0 ± 0%       464.0 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithAttributes_all_2x/AlwaysSample-12                2.062Ki ± 0%     2.062Ki ± 0%       ~ (p=1.000 n=10) ¹
SpanWithAttributes_all_2x/NeverSample-12                   848.0 ± 0%       848.0 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithEvents_4/AlwaysSample-12                         1.188Ki ± 0%     1.188Ki ± 0%       ~ (p=1.000 n=10) ¹
SpanWithEvents_4/NeverSample-12                            144.0 ± 0%       144.0 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithEvents_8/AlwaysSample-12                         1.812Ki ± 0%     1.812Ki ± 0%       ~ (p=1.000 n=10) ¹
SpanWithEvents_8/NeverSample-12                            144.0 ± 0%       144.0 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithEvents_WithStackTrace/AlwaysSample-12              800.0 ± 0%       800.0 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithEvents_WithStackTrace/NeverSample-12               160.0 ± 0%       160.0 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithEvents_WithTimestamp/AlwaysSample-12               824.0 ± 0%       824.0 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithEvents_WithTimestamp/NeverSample-12                184.0 ± 0%       184.0 ± 0%       ~ (p=1.000 n=10) ¹
TraceID_DotString-12                                       64.00 ± 0%       64.00 ± 0%       ~ (p=1.000 n=10) ¹
SpanID_DotString-12                                        32.00 ± 0%       32.00 ± 0%       ~ (p=1.000 n=10) ¹
geomean                                                               ²                 +0.00%                ²
¹ all samples are equal
² summaries must be >0 to compute geomean

                                              │ 1727937489-attr-old.txt │      1728021883-attr-lock.txt       │
                                              │        allocs/op        │ allocs/op   vs base                 │
RecordingSpanSetAttributes/WithLimit/false-12              15.00 ± 0%     15.00 ± 0%       ~ (p=1.000 n=10) ¹
RecordingSpanSetAttributes/WithLimit/true-12               20.00 ± 0%     20.00 ± 0%       ~ (p=1.000 n=10) ¹
SpanEnd-12                                                 0.000 ± 0%     0.000 ± 0%       ~ (p=1.000 n=10) ¹
TraceStart/with_a_simple_span-12                           14.00 ± 0%     14.00 ± 0%       ~ (p=1.000 n=10) ¹
TraceStart/with_several_links-12                           15.00 ± 0%     15.00 ± 0%       ~ (p=1.000 n=10) ¹
TraceStart/with_attributes-12                              16.00 ± 0%     16.00 ± 0%       ~ (p=1.000 n=10) ¹
SpanProcessorOnEnd/batch:_10,_spans:_10-12                 0.000 ± 0%     0.000 ± 0%       ~ (p=1.000 n=10) ¹
SpanProcessorOnEnd/batch:_10,_spans:_100-12                0.000 ± 0%     0.000 ± 0%       ~ (p=1.000 n=10) ¹
SpanProcessorOnEnd/batch:_100,_spans:_10-12                0.000 ± 0%     0.000 ± 0%       ~ (p=1.000 n=10) ¹
SpanProcessorOnEnd/batch:_100,_spans:_100-12               0.000 ± 0%     0.000 ± 0%       ~ (p=1.000 n=10) ¹
SpanProcessorVerboseLogging-12                             155.0 ± 0%     155.0 ± 0%       ~ (p=1.000 n=10) ¹
SpanLimits/AttributeValueLengthLimit-12                    54.00 ± 0%     54.00 ± 0%       ~ (p=1.000 n=10) ¹
SpanLimits/AttributeCountLimit-12                          50.00 ± 0%     50.00 ± 0%       ~ (p=1.000 n=10) ¹
SpanLimits/EventCountLimit-12                              47.00 ± 0%     47.00 ± 0%       ~ (p=1.000 n=10) ¹
SpanLimits/LinkCountLimit-12                               47.00 ± 0%     47.00 ± 0%       ~ (p=1.000 n=10) ¹
SpanLimits/AttributePerEventCountLimit-12                  50.00 ± 0%     50.00 ± 0%       ~ (p=1.000 n=10) ¹
SpanLimits/AttributePerLinkCountLimit-12                   50.00 ± 0%     50.00 ± 0%       ~ (p=1.000 n=10) ¹
SpanSetAttributesOverCapacity-12                           15.00 ± 0%     15.00 ± 0%       ~ (p=1.000 n=10) ¹
StartEndSpan/AlwaysSample-12                               14.00 ± 0%     14.00 ± 0%       ~ (p=1.000 n=10) ¹
StartEndSpan/NeverSample-12                                2.000 ± 0%     2.000 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithAttributes_4/AlwaysSample-12                       16.00 ± 0%     16.00 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithAttributes_4/NeverSample-12                        3.000 ± 0%     3.000 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithAttributes_8/AlwaysSample-12                       16.00 ± 0%     16.00 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithAttributes_8/NeverSample-12                        3.000 ± 0%     3.000 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithAttributes_all/AlwaysSample-12                     16.00 ± 0%     16.00 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithAttributes_all/NeverSample-12                      3.000 ± 0%     3.000 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithAttributes_all_2x/AlwaysSample-12                  16.00 ± 0%     16.00 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithAttributes_all_2x/NeverSample-12                   3.000 ± 0%     3.000 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithEvents_4/AlwaysSample-12                           17.00 ± 0%     17.00 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithEvents_4/NeverSample-12                            2.000 ± 0%     2.000 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithEvents_8/AlwaysSample-12                           18.00 ± 0%     18.00 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithEvents_8/NeverSample-12                            2.000 ± 0%     2.000 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithEvents_WithStackTrace/AlwaysSample-12              16.00 ± 0%     16.00 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithEvents_WithStackTrace/NeverSample-12               3.000 ± 0%     3.000 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithEvents_WithTimestamp/AlwaysSample-12               17.00 ± 0%     17.00 ± 0%       ~ (p=1.000 n=10) ¹
SpanWithEvents_WithTimestamp/NeverSample-12                4.000 ± 0%     4.000 ± 0%       ~ (p=1.000 n=10) ¹
TraceID_DotString-12                                       2.000 ± 0%     2.000 ± 0%       ~ (p=1.000 n=10) ¹
SpanID_DotString-12                                        2.000 ± 0%     2.000 ± 0%       ~ (p=1.000 n=10) ¹
geomean                                                               ²               +0.00%                ²
¹ all samples are equal
² summaries must be >0 to compute geomean

CHANGELOG.md Outdated Show resolved Hide resolved
@dmathieu dmathieu merged commit 3cbd967 into open-telemetry:main Oct 7, 2024
32 checks passed
dmathieu added a commit that referenced this pull request Oct 9, 2024
Good day,
Thanks for review this PR!
This PR follows from
#5864 and avoid
multiple locks in `End`, `RecordError`, `AddEvent` and `AddLink`.

Benchstats result are:
```
goos: linux
goarch: amd64
pkg: go.opentelemetry.io/otel/sdk/trace
cpu: 11th Gen Intel(R) Core(TM) i5-11400H @ 2.70GHz
           │ event-3cbd9671.txt │        event-pr-e9744b48.txt        │
           │       sec/op       │                 │
SpanEnd-12          63.07n ± 1%   53.63n ± 1%  -14.97% (p=0.000 n=10)

           │ event-3cbd9671.txt │     event-pr-e9744b48.txt      │
           │        B/op        │    B/op     vs base            │
SpanEnd-12           0.000 ± 0%   0.000 ± 0%  ~ (p=1.000 n=10) ¹
¹ all samples are equal

           │ event-3cbd9671.txt │     event-pr-e9744b48.txt      │
           │     allocs/op      │ allocs/op   vs base            │
SpanEnd-12           0.000 ± 0%   0.000 ± 0%  ~ (p=1.000 n=10) ¹
¹ all samples are equal

```

---------

Co-authored-by: David Ashpole <dashpole@google.com>
Co-authored-by: Damien Mathieu <42@dmathieu.com>
@MrAlias MrAlias added this to the v1.31.0 milestone Oct 10, 2024
dashpole added a commit that referenced this pull request Oct 11, 2024
### Added

- Add `go.opentelemetry.io/otel/sdk/metric/exemplar` package which
includes `Exemplar`, `Filter`, `TraceBasedFilter`, `AlwaysOnFilter`,
`HistogramReservoir`, `FixedSizeReservoir`, `Reservoir`, `Value` and
`ValueType` types. These will be used for configuring the exemplar
reservoir for the metrics sdk. (#5747, #5862)
- Add `WithExportBufferSize` option to log batch processor.(#5877)

### Changed

- Enable exemplars by default in `go.opentelemetry.io/otel/sdk/metric`.
Exemplars can be disabled by setting
`OTEL_METRICS_EXEMPLAR_FILTER=always_off` (#5778)
- `Logger.Enabled` in `go.opentelemetry.io/otel/log` now accepts a newly
introduced `EnabledParameters` type instead of `Record`. (#5791)
- `FilterProcessor.Enabled` in
`go.opentelemetry.io/otel/sdk/log/internal/x` now accepts
`EnabledParameters` instead of `Record`. (#5791)
- The `Record` type in `go.opentelemetry.io/otel/log` is no longer
comparable. (#5847)
- Performance improvements for the trace SDK `SetAttributes` method in
`Span`. (#5864)
- Reduce memory allocations for the `Event` and `Link` lists in `Span`.
(#5858)
- Performance improvements for the trace SDK `AddEvent`, `AddLink`,
`RecordError` and `End` methods in `Span`. (#5874)

### Deprecated

- Deprecate all examples under `go.opentelemetry.io/otel/example` as
they are moved to [Contrib
repository](https://github.com/open-telemetry/opentelemetry-go-contrib/tree/main/examples).
(#5854)

### Fixed

- The race condition for multiple `FixedSize` exemplar reservoirs
identified in #5814 is resolved. (#5819)
- Fix log records duplication in case of heterogeneous resource
attributes by correctly mapping each log record to it's resource and
scope. (#5803)
- Fix timer channel drain to avoid hanging on Go 1.23. (#5868)
- Fix delegation for global meter providers, and panic when calling
otel.SetMeterProvider. (#5827)
- Change the `reflect.TypeOf` to use a nil pointer to not allocate on
the heap unless necessary. (#5827)
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4 participants