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[OTLP Logs] Fix ArgumentOutOfRangeException serializing large log batches (pooled buffers) - #8862

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[OTLP Logs] Fix ArgumentOutOfRangeException serializing large log batches (pooled buffers)#8862
NachoEchevarria wants to merge 13 commits into
masterfrom
nacho/OtelExceptionArrayPool

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@NachoEchevarria

@NachoEchevarria NachoEchevarria commented Jul 2, 2026

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Summary of changes

Fix an ArgumentOutOfRangeException when serializing OTLP log batches that exceed 64 KB, and serialize into a pooled, growable buffer bounded at 3 MB.

Seen here.

This is an alternative version with pooled buffers of this PR

Reason for change

OtlpLogsSerializer wrote into a fixed 64 KB buffer with no bounds checking or resizing. Once a batch's serialized size crossed 64 KB, the next write threw ArgumentOutOfRangeException (surfacing in WriteLogRecord due to inlining), the batch failed to send, and it was dropped.

This is rare in practice — error tracking shows very few occurrences — but when it does happen it's a hard failure that silently drops the batch, so it's worth guarding against.

Implementation details

Test coverage

Other details

@NachoEchevarria NachoEchevarria changed the title Nacho/otel exception array pool [OTLP Logs] Fix ArgumentOutOfRangeException serializing large log batches (pooled buffers) Jul 2, 2026
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pr-commenter Bot commented Jul 2, 2026

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Benchmarks

Benchmark execution time: 2026-07-30 14:33:27

Comparing candidate commit 438411b in PR branch nacho/OtelExceptionArrayPool with baseline commit ef7e8d0 in branch master.

📊 Benchmarking dashboard

Found 1 performance improvements and 2 performance regressions! Performance is the same for 69 metrics, 0 unstable metrics, 62 known flaky benchmarks, 64 flaky benchmarks without significant changes.

Explanation

This is an A/B test comparing a candidate commit's performance against that of a baseline commit. Performance changes are noted in the tables below as:

  • 🟩 = significantly better candidate vs. baseline
  • 🟥 = significantly worse candidate vs. baseline

We compute a confidence interval (CI) over the relative difference of means between metrics from the candidate and baseline commits, considering the baseline as the reference.

If the CI is entirely outside the configured SIGNIFICANT_IMPACT_THRESHOLD (or the deprecated UNCONFIDENCE_THRESHOLD), the change is considered significant.

Feel free to reach out to #apm-benchmarking-platform on Slack if you have any questions.

More details about the CI and significant changes

You can imagine this CI as a range of values that is likely to contain the true difference of means between the candidate and baseline commits.

CIs of the difference of means are often centered around 0%, because often changes are not that big:

---------------------------------(------|---^--------)-------------------------------->
                              -0.6%    0%  0.3%     +1.2%
                                 |          |        |
         lower bound of the CI --'          |        |
sample mean (center of the CI) -------------'        |
         upper bound of the CI ----------------------'

As described above, a change is considered significant if the CI is entirely outside the configured SIGNIFICANT_IMPACT_THRESHOLD (or the deprecated UNCONFIDENCE_THRESHOLD).

For instance, for an execution time metric, this confidence interval indicates a significantly worse performance:

----------------------------------------|---------|---(---------^---------)---------->
                                       0%        1%  1.3%      2.2%      3.1%
                                                  |   |         |         |
       significant impact threshold --------------'   |         |         |
                      lower bound of CI --------------'         |         |
       sample mean (center of the CI) --------------------------'         |
                      upper bound of CI ----------------------------------'

scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TracerBenchmark.StartSpan_GetCurrentSpan net6.0

  • 🟩 throughput [+13726.197op/s; +18031.286op/s] or [+5.048%; +6.631%]

scenario:Benchmarks.Trace.DbCommandBenchmark.ExecuteNonQuery net472

  • 🟥 throughput [-25600.175op/s; -22811.413op/s] or [-7.210%; -6.425%]

scenario:Benchmarks.Trace.HttpClientBenchmark.SendAsync net472

  • 🟥 throughput [-5325.710op/s; -4928.623op/s] or [-6.080%; -5.626%]

Known flaky benchmarks

These benchmarks are marked as flaky and will not trigger a failure. Modify FLAKY_BENCHMARKS_REGEX to control which benchmarks are marked as flaky.

scenario:Benchmarks.Trace.ActivityBenchmark.StartStopWithChild net472

  • 🟥 throughput [-10496.785op/s; -9928.542op/s] or [-12.446%; -11.772%]

scenario:Benchmarks.Trace.ActivityBenchmark.StartStopWithChild netcoreapp3.1

  • 🟥 throughput [-9818.444op/s; -8249.150op/s] or [-9.983%; -8.388%]

scenario:Benchmarks.Trace.AgentWriterBenchmark.WriteAndFlushEnrichedTraces net472

  • 🟥 execution_time [+324.076ms; +325.599ms] or [+160.818%; +161.574%]
  • 🟥 throughput [-40.829op/s; -37.246op/s] or [-7.346%; -6.701%]

scenario:Benchmarks.Trace.AgentWriterBenchmark.WriteAndFlushEnrichedTraces net6.0

  • 🟥 execution_time [+379.223ms; +381.827ms] or [+299.609%; +301.667%]
  • 🟩 throughput [+95.874op/s; +103.761op/s] or [+12.641%; +13.681%]

scenario:Benchmarks.Trace.AgentWriterBenchmark.WriteAndFlushEnrichedTraces netcoreapp3.1

  • 🟥 execution_time [+389.384ms; +391.198ms] or [+344.590%; +346.195%]

scenario:Benchmarks.Trace.Asm.AppSecBodyBenchmark.AllCycleMoreComplexBody net472

  • 🟥 allocated_mem [+1.308KB; +1.308KB] or [+27.528%; +27.540%]

scenario:Benchmarks.Trace.Asm.AppSecBodyBenchmark.AllCycleMoreComplexBody net6.0

  • 🟥 allocated_mem [+471 bytes; +472 bytes] or [+9.976%; +9.987%]
  • 🟩 execution_time [-15.602ms; -11.413ms] or [-7.287%; -5.330%]

scenario:Benchmarks.Trace.Asm.AppSecBodyBenchmark.AllCycleMoreComplexBody netcoreapp3.1

  • 🟥 allocated_mem [+1.272KB; +1.272KB] or [+27.500%; +27.510%]

scenario:Benchmarks.Trace.Asm.AppSecBodyBenchmark.AllCycleSimpleBody net472

  • 🟥 allocated_mem [+1.307KB; +1.307KB] or [+105.743%; +105.758%]
  • 🟥 throughput [-257261.430op/s; -253243.547op/s] or [-26.268%; -25.857%]

scenario:Benchmarks.Trace.Asm.AppSecBodyBenchmark.AllCycleSimpleBody net6.0

  • 🟥 allocated_mem [+471 bytes; +472 bytes] or [+38.557%; +38.566%]
  • 🟩 execution_time [-26.586ms; -21.735ms] or [-11.856%; -9.693%]

scenario:Benchmarks.Trace.Asm.AppSecBodyBenchmark.AllCycleSimpleBody netcoreapp3.1

  • 🟥 allocated_mem [+1.272KB; +1.272KB] or [+105.288%; +105.304%]
  • 🟥 throughput [-142673.917op/s; -126879.921op/s] or [-20.499%; -18.230%]

scenario:Benchmarks.Trace.Asm.AppSecBodyBenchmark.ObjectExtractorMoreComplexBody netcoreapp3.1

  • 🟩 throughput [+9593.534op/s; +12253.735op/s] or [+7.642%; +9.762%]

scenario:Benchmarks.Trace.Asm.AppSecBodyBenchmark.ObjectExtractorSimpleBody net6.0

  • 🟩 throughput [+395194.487op/s; +432364.363op/s] or [+13.177%; +14.417%]

scenario:Benchmarks.Trace.Asm.AppSecBodyBenchmark.ObjectExtractorSimpleBody netcoreapp3.1

  • 🟩 execution_time [-19.264ms; -14.928ms] or [-8.880%; -6.881%]
  • 🟩 throughput [+183548.031op/s; +237363.113op/s] or [+7.286%; +9.422%]

scenario:Benchmarks.Trace.Asm.AppSecEncoderBenchmark.EncodeArgs net472

  • 🟥 execution_time [+300.002ms; +300.764ms] or [+149.901%; +150.282%]

scenario:Benchmarks.Trace.Asm.AppSecEncoderBenchmark.EncodeArgs net6.0

  • 🟥 execution_time [+298.310ms; +308.618ms] or [+150.439%; +155.637%]

scenario:Benchmarks.Trace.Asm.AppSecEncoderBenchmark.EncodeArgs netcoreapp3.1

  • 🟥 execution_time [+300.618ms; +303.978ms] or [+151.428%; +153.120%]

scenario:Benchmarks.Trace.Asm.AppSecEncoderBenchmark.EncodeLegacyArgs net472

  • 🟥 execution_time [+295.980ms; +297.049ms] or [+145.374%; +145.899%]

scenario:Benchmarks.Trace.Asm.AppSecEncoderBenchmark.EncodeLegacyArgs net6.0

  • 🟥 execution_time [+295.531ms; +299.380ms] or [+144.474%; +146.356%]

scenario:Benchmarks.Trace.Asm.AppSecEncoderBenchmark.EncodeLegacyArgs netcoreapp3.1

  • 🟥 execution_time [+298.512ms; +301.008ms] or [+149.196%; +150.443%]

scenario:Benchmarks.Trace.Asm.AppSecWafBenchmark.RunWafRealisticBenchmarkWithAttack net6.0

  • 🟥 execution_time [+24.398µs; +48.088µs] or [+7.789%; +15.352%]
  • 🟥 throughput [-445.511op/s; -246.286op/s] or [-13.888%; -7.677%]

scenario:Benchmarks.Trace.AspNetCoreBenchmark.SendRequest net472

  • 🟥 execution_time [+300.157ms; +301.236ms] or [+149.809%; +150.348%]

scenario:Benchmarks.Trace.AspNetCoreBenchmark.SendRequest net6.0

  • unstable execution_time [+416.446ms; +427.162ms] or [+452.485%; +464.129%]
  • 🟩 throughput [+754.913op/s; +1023.529op/s] or [+6.203%; +8.410%]

scenario:Benchmarks.Trace.AspNetCoreBenchmark.SendRequest netcoreapp3.1

  • 🟥 execution_time [+369.821ms; +373.930ms] or [+280.801%; +283.922%]

scenario:Benchmarks.Trace.CIVisibilityProtocolWriterBenchmark.WriteAndFlushEnrichedTraces net472

  • unstable execution_time [+294.189ms; +366.438ms] or [+135.265%; +168.485%]
  • 🟥 throughput [-589.012op/s; -535.236op/s] or [-53.370%; -48.498%]

scenario:Benchmarks.Trace.CIVisibilityProtocolWriterBenchmark.WriteAndFlushEnrichedTraces net6.0

  • unstable execution_time [+144.491ms; +290.153ms] or [+61.576%; +123.651%]
  • 🟥 throughput [-683.961op/s; -600.156op/s] or [-45.620%; -40.031%]

scenario:Benchmarks.Trace.CIVisibilityProtocolWriterBenchmark.WriteAndFlushEnrichedTraces netcoreapp3.1

  • 🟥 execution_time [+331.007ms; +338.655ms] or [+197.981%; +202.555%]
  • 🟥 throughput [-382.260op/s; -347.701op/s] or [-26.616%; -24.210%]

scenario:Benchmarks.Trace.CharSliceBenchmark.OptimizedCharSliceWithPool net6.0

  • 🟩 execution_time [-120.995µs; -59.504µs] or [-11.222%; -5.519%]
  • 🟩 throughput [+63.950op/s; +132.495op/s] or [+6.895%; +14.286%]

scenario:Benchmarks.Trace.CharSliceBenchmark.OptimizedCharSliceWithPool netcoreapp3.1

  • unstable execution_time [-223.864µs; -9.443µs] or [-11.993%; -0.506%]
  • unstable throughput [+21.736op/s; +148.176op/s] or [+4.057%; +27.658%]

scenario:Benchmarks.Trace.CharSliceBenchmark.OriginalCharSlice net6.0

  • 🟩 execution_time [-176.939µs; -127.051µs] or [-8.963%; -6.436%]
  • 🟩 throughput [+36.859op/s; +49.924op/s] or [+7.276%; +9.855%]

scenario:Benchmarks.Trace.ElasticsearchBenchmark.CallElasticsearch net472

  • 🟥 execution_time [+302.413ms; +304.757ms] or [+152.289%; +153.470%]

scenario:Benchmarks.Trace.ElasticsearchBenchmark.CallElasticsearch net6.0

  • unstable execution_time [+303.206ms; +325.253ms] or [+151.937%; +162.985%]

scenario:Benchmarks.Trace.ElasticsearchBenchmark.CallElasticsearch netcoreapp3.1

  • 🟥 execution_time [+301.687ms; +305.203ms] or [+151.555%; +153.321%]

scenario:Benchmarks.Trace.ElasticsearchBenchmark.CallElasticsearchAsync net472

  • 🟥 execution_time [+302.258ms; +304.730ms] or [+151.784%; +153.025%]

scenario:Benchmarks.Trace.ElasticsearchBenchmark.CallElasticsearchAsync net6.0

  • 🟥 execution_time [+299.295ms; +301.457ms] or [+147.988%; +149.057%]

scenario:Benchmarks.Trace.ElasticsearchBenchmark.CallElasticsearchAsync netcoreapp3.1

  • 🟥 execution_time [+302.455ms; +312.433ms] or [+153.297%; +158.355%]

scenario:Benchmarks.Trace.GraphQLBenchmark.ExecuteAsync net472

  • 🟥 execution_time [+300.194ms; +301.918ms] or [+150.670%; +151.536%]

scenario:Benchmarks.Trace.GraphQLBenchmark.ExecuteAsync net6.0

  • 🟥 execution_time [+295.070ms; +298.008ms] or [+147.065%; +148.530%]
  • 🟩 throughput [+47399.244op/s; +55540.569op/s] or [+9.412%; +11.029%]

scenario:Benchmarks.Trace.GraphQLBenchmark.ExecuteAsync netcoreapp3.1

  • 🟥 execution_time [+300.744ms; +304.017ms] or [+149.618%; +151.246%]

scenario:Benchmarks.Trace.ILoggerBenchmark.EnrichedLog net6.0

  • 🟩 execution_time [-16.517ms; -12.858ms] or [-7.680%; -5.979%]
  • 🟩 throughput [+21593.066op/s; +28328.280op/s] or [+5.924%; +7.771%]

scenario:Benchmarks.Trace.Iast.StringAspectsBenchmark.StringConcatAspectBenchmark net472

  • unstable execution_time [+21.766µs; +68.652µs] or [+5.376%; +16.958%]
  • 🟥 throughput [-348.336op/s; -125.456op/s] or [-14.017%; -5.048%]

scenario:Benchmarks.Trace.Iast.StringAspectsBenchmark.StringConcatAspectBenchmark net6.0

  • 🟩 allocated_mem [-20.589KB; -20.566KB] or [-7.510%; -7.502%]
  • unstable execution_time [-29567.222ns; +27769.980ns] or [-5.844%; +5.489%]
  • unstable throughput [-100.454op/s; +101.097op/s] or [-5.013%; +5.045%]

scenario:Benchmarks.Trace.Iast.StringAspectsBenchmark.StringConcatAspectBenchmark netcoreapp3.1

  • 🟩 allocated_mem [-17.090KB; -17.073KB] or [-6.230%; -6.224%]
  • unstable execution_time [-38.999µs; +22.758µs] or [-6.758%; +3.944%]

scenario:Benchmarks.Trace.Iast.StringAspectsBenchmark.StringConcatBenchmark net6.0

  • unstable execution_time [+8.937µs; +15.178µs] or [+21.124%; +35.876%]
  • 🟥 throughput [-6008.858op/s; -3900.519op/s] or [-25.295%; -16.420%]

scenario:Benchmarks.Trace.Iast.StringAspectsBenchmark.StringConcatBenchmark netcoreapp3.1

  • unstable execution_time [-14.764µs; -6.866µs] or [-22.906%; -10.652%]
  • unstable throughput [+1792.996op/s; +3500.134op/s] or [+11.001%; +21.474%]

scenario:Benchmarks.Trace.Log4netBenchmark.EnrichedLog net472

  • 🟥 execution_time [+302.357ms; +303.693ms] or [+152.828%; +153.503%]

scenario:Benchmarks.Trace.Log4netBenchmark.EnrichedLog net6.0

  • 🟥 execution_time [+303.604ms; +306.538ms] or [+154.533%; +156.027%]

scenario:Benchmarks.Trace.Log4netBenchmark.EnrichedLog netcoreapp3.1

  • 🟥 execution_time [+299.154ms; +301.094ms] or [+149.764%; +150.735%]

scenario:Benchmarks.Trace.RedisBenchmark.SendReceive net472

  • 🟥 throughput [-31607.858op/s; -27250.122op/s] or [-8.750%; -7.544%]

scenario:Benchmarks.Trace.RedisBenchmark.SendReceive net6.0

  • 🟩 throughput [+37442.249op/s; +42897.514op/s] or [+7.087%; +8.120%]

scenario:Benchmarks.Trace.SerilogBenchmark.EnrichedLog net472

  • 🟥 execution_time [+300.063ms; +302.678ms] or [+149.554%; +150.858%]

scenario:Benchmarks.Trace.SerilogBenchmark.EnrichedLog net6.0

  • 🟥 execution_time [+301.244ms; +303.038ms] or [+151.270%; +152.171%]

scenario:Benchmarks.Trace.SerilogBenchmark.EnrichedLog netcoreapp3.1

  • 🟥 execution_time [+303.805ms; +306.276ms] or [+154.070%; +155.324%]

scenario:Benchmarks.Trace.SingleSpanAspNetCoreBenchmark.SingleSpanAspNetCore net472

  • 🟥 execution_time [+298.423ms; +299.421ms] or [+148.855%; +149.353%]
  • 🟩 throughput [+65995892.088op/s; +66337140.581op/s] or [+48.062%; +48.311%]

scenario:Benchmarks.Trace.SingleSpanAspNetCoreBenchmark.SingleSpanAspNetCore net6.0

  • unstable execution_time [+341.273ms; +400.167ms] or [+424.434%; +497.679%]

scenario:Benchmarks.Trace.SingleSpanAspNetCoreBenchmark.SingleSpanAspNetCore netcoreapp3.1

  • 🟥 execution_time [+299.497ms; +300.898ms] or [+149.382%; +150.081%]
  • 🟩 throughput [+17984820.788op/s; +18972825.380op/s] or [+7.966%; +8.404%]

scenario:Benchmarks.Trace.SpanBenchmark.StartFinishScope net6.0

  • 🟩 throughput [+92097.948op/s; +99445.418op/s] or [+8.599%; +9.285%]

scenario:Benchmarks.Trace.SpanBenchmark.StartFinishScope netcoreapp3.1

  • 🟩 throughput [+45710.265op/s; +66384.601op/s] or [+5.291%; +7.684%]

scenario:Benchmarks.Trace.SpanBenchmark.StartFinishSpan net6.0

  • 🟩 throughput [+79615.263op/s; +110393.528op/s] or [+6.162%; +8.545%]

scenario:Benchmarks.Trace.SpanBenchmark.StartFinishSpan netcoreapp3.1

  • 🟩 throughput [+78175.664op/s; +85920.935op/s] or [+7.764%; +8.533%]

scenario:Benchmarks.Trace.SpanBenchmark.StartFinishTwoScopes net6.0

  • 🟩 throughput [+46865.251op/s; +52631.972op/s] or [+8.510%; +9.557%]

scenario:Benchmarks.Trace.TraceAnnotationsBenchmark.RunOnMethodBegin net6.0

  • 🟩 throughput [+77928.729op/s; +94904.652op/s] or [+8.707%; +10.603%]

Known flaky benchmarks without significant changes:

  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.ActivityBenchmark.StartSpan net472
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.ActivityBenchmark.StartSpan net6.0
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.ActivityBenchmark.StartSpan netcoreapp3.1
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.ActivityBenchmark.StartSpan_AddEvent_Sampled net472
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.ActivityBenchmark.StartSpan_AddEvent_Sampled net6.0
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.ActivityBenchmark.StartSpan_AddEvent_Sampled netcoreapp3.1
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.ActivityBenchmark.StartSpan_GetContext_Sampled net472
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.ActivityBenchmark.StartSpan_GetContext_Sampled net6.0
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.ActivityBenchmark.StartSpan_GetContext_Sampled netcoreapp3.1
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.ActivityBenchmark.StartSpan_SetAttributes_Sampled net472
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.ActivityBenchmark.StartSpan_SetAttributes_Sampled net6.0
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.ActivityBenchmark.StartSpan_SetAttributes_Sampled netcoreapp3.1
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.ActivityBenchmark.StartSpan_SetStatus_Sampled net472
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.ActivityBenchmark.StartSpan_SetStatus_Sampled net6.0
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.ActivityBenchmark.StartSpan_SetStatus_Sampled netcoreapp3.1
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.ActivityBenchmark.StartSpan_UpdateName_Sampled net472
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.ActivityBenchmark.StartSpan_UpdateName_Sampled net6.0
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.ActivityBenchmark.StartSpan_UpdateName_Sampled netcoreapp3.1
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan net472
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan net6.0
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan netcoreapp3.1
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan_AddEvent_Sampled net472
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan_AddEvent_Sampled net6.0
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan_AddEvent_Sampled netcoreapp3.1
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan_GetContext_Sampled net472
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan_GetContext_Sampled net6.0
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan_GetContext_Sampled netcoreapp3.1
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan_RecordException_Sampled net472
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan_RecordException_Sampled net6.0
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan_RecordException_Sampled netcoreapp3.1
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan_SetAttributes_Sampled net472
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan_SetAttributes_Sampled net6.0
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan_SetAttributes_Sampled netcoreapp3.1
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan_SetStatus_Sampled net472
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan_SetStatus_Sampled net6.0
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan_SetStatus_Sampled netcoreapp3.1
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan_UpdateName_Sampled net472
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan_UpdateName_Sampled net6.0
  • scenario:Benchmarks.OpenTelemetry.InstrumentedApi.Trace.TelemetrySpanBenchmark.StartSpan_UpdateName_Sampled netcoreapp3.1
  • scenario:Benchmarks.Trace.ActivityBenchmark.StartStopWithChild net6.0
  • scenario:Benchmarks.Trace.Asm.AppSecBodyBenchmark.ObjectExtractorMoreComplexBody net472
  • scenario:Benchmarks.Trace.Asm.AppSecBodyBenchmark.ObjectExtractorMoreComplexBody net6.0
  • scenario:Benchmarks.Trace.Asm.AppSecBodyBenchmark.ObjectExtractorSimpleBody net472
  • scenario:Benchmarks.Trace.Asm.AppSecWafBenchmark.RunWafRealisticBenchmark net472
  • scenario:Benchmarks.Trace.Asm.AppSecWafBenchmark.RunWafRealisticBenchmark net6.0
  • scenario:Benchmarks.Trace.Asm.AppSecWafBenchmark.RunWafRealisticBenchmark netcoreapp3.1
  • scenario:Benchmarks.Trace.Asm.AppSecWafBenchmark.RunWafRealisticBenchmarkWithAttack net472
  • scenario:Benchmarks.Trace.Asm.AppSecWafBenchmark.RunWafRealisticBenchmarkWithAttack netcoreapp3.1
  • scenario:Benchmarks.Trace.CharSliceBenchmark.OptimizedCharSlice net472
  • scenario:Benchmarks.Trace.CharSliceBenchmark.OptimizedCharSlice net6.0
  • scenario:Benchmarks.Trace.CharSliceBenchmark.OptimizedCharSlice netcoreapp3.1
  • scenario:Benchmarks.Trace.CharSliceBenchmark.OptimizedCharSliceWithPool net472
  • scenario:Benchmarks.Trace.CharSliceBenchmark.OriginalCharSlice net472
  • scenario:Benchmarks.Trace.CharSliceBenchmark.OriginalCharSlice netcoreapp3.1
  • scenario:Benchmarks.Trace.ILoggerBenchmark.EnrichedLog net472
  • scenario:Benchmarks.Trace.ILoggerBenchmark.EnrichedLog netcoreapp3.1
  • scenario:Benchmarks.Trace.Iast.StringAspectsBenchmark.StringConcatBenchmark net472
  • scenario:Benchmarks.Trace.RedisBenchmark.SendReceive netcoreapp3.1
  • scenario:Benchmarks.Trace.SpanBenchmark.StartFinishScope net472
  • scenario:Benchmarks.Trace.SpanBenchmark.StartFinishSpan net472
  • scenario:Benchmarks.Trace.SpanBenchmark.StartFinishTwoScopes net472
  • scenario:Benchmarks.Trace.SpanBenchmark.StartFinishTwoScopes netcoreapp3.1
  • scenario:Benchmarks.Trace.TraceAnnotationsBenchmark.RunOnMethodBegin net472
  • scenario:Benchmarks.Trace.TraceAnnotationsBenchmark.RunOnMethodBegin netcoreapp3.1

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Execution-Time Benchmarks Report ⏱️

Execution-time results for samples comparing This PR (8862) and master.

✅ No regressions detected - check the details below

Full Metrics Comparison

FakeDbCommand

Metric Master (Mean ± 95% CI) Current (Mean ± 95% CI) Change Status
.NET Framework 4.8 - Baseline
duration72.95 ± (72.90 - 73.47) ms73.88 ± (73.63 - 74.25) ms+1.3%✅⬆️
.NET Framework 4.8 - Bailout
duration75.77 ± (75.61 - 75.99) ms79.25 ± (78.86 - 79.44) ms+4.6%✅⬆️
.NET Framework 4.8 - CallTarget+Inlining+NGEN
duration1088.29 ± (1088.46 - 1095.79) ms1087.08 ± (1087.92 - 1094.19) ms-0.1%
.NET Core 3.1 - Baseline
process.internal_duration_ms22.17 ± (22.14 - 22.21) ms22.45 ± (22.40 - 22.50) ms+1.2%✅⬆️
process.time_to_main_ms82.33 ± (82.09 - 82.57) ms85.54 ± (85.25 - 85.82) ms+3.9%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed11.01 ± (11.00 - 11.01) MB11.01 ± (11.01 - 11.01) MB+0.0%✅⬆️
runtime.dotnet.threads.count12 ± (12 - 12)12 ± (12 - 12)+0.0%
.NET Core 3.1 - Bailout
process.internal_duration_ms22.03 ± (21.99 - 22.06) ms22.09 ± (22.07 - 22.12) ms+0.3%✅⬆️
process.time_to_main_ms82.91 ± (82.71 - 83.12) ms83.61 ± (83.42 - 83.80) ms+0.8%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed11.03 ± (11.03 - 11.04) MB11.05 ± (11.04 - 11.05) MB+0.1%✅⬆️
runtime.dotnet.threads.count13 ± (13 - 13)13 ± (13 - 13)+0.0%
.NET Core 3.1 - CallTarget+Inlining+NGEN
process.internal_duration_ms209.21 ± (208.37 - 210.04) ms209.81 ± (208.70 - 210.93) ms+0.3%✅⬆️
process.time_to_main_ms539.48 ± (538.38 - 540.58) ms540.18 ± (538.83 - 541.53) ms+0.1%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed49.59 ± (49.56 - 49.63) MB49.53 ± (49.48 - 49.58) MB-0.1%
runtime.dotnet.threads.count28 ± (28 - 28)28 ± (28 - 28)+0.1%✅⬆️
.NET 6 - Baseline
process.internal_duration_ms20.77 ± (20.75 - 20.80) ms21.26 ± (21.21 - 21.31) ms+2.3%✅⬆️
process.time_to_main_ms70.93 ± (70.80 - 71.05) ms74.66 ± (74.39 - 74.94) ms+5.3%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed10.72 ± (10.72 - 10.72) MB10.72 ± (10.72 - 10.73) MB+0.0%✅⬆️
runtime.dotnet.threads.count10 ± (10 - 10)10 ± (10 - 10)+0.0%
.NET 6 - Bailout
process.internal_duration_ms21.01 ± (20.97 - 21.05) ms20.83 ± (20.80 - 20.86) ms-0.9%
process.time_to_main_ms74.30 ± (74.03 - 74.58) ms72.83 ± (72.64 - 73.03) ms-2.0%
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed10.84 ± (10.84 - 10.85) MB10.84 ± (10.84 - 10.84) MB-0.0%
runtime.dotnet.threads.count11 ± (11 - 11)11 ± (11 - 11)+0.0%
.NET 6 - CallTarget+Inlining+NGEN
process.internal_duration_ms373.35 ± (371.29 - 375.42) ms370.36 ± (367.26 - 373.46) ms-0.8%
process.time_to_main_ms546.21 ± (545.19 - 547.23) ms546.20 ± (544.54 - 547.86) ms-0.0%
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed50.67 ± (50.65 - 50.69) MB50.60 ± (50.57 - 50.63) MB-0.1%
runtime.dotnet.threads.count28 ± (28 - 28)28 ± (28 - 28)+0.0%✅⬆️
.NET 8 - Baseline
process.internal_duration_ms19.15 ± (19.10 - 19.19) ms19.05 ± (19.03 - 19.08) ms-0.5%
process.time_to_main_ms70.80 ± (70.57 - 71.03) ms70.27 ± (70.12 - 70.43) ms-0.7%
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed7.76 ± (7.75 - 7.77) MB7.79 ± (7.78 - 7.79) MB+0.3%✅⬆️
runtime.dotnet.threads.count10 ± (10 - 10)10 ± (10 - 10)+0.0%
.NET 8 - Bailout
process.internal_duration_ms18.95 ± (18.91 - 18.99) ms19.33 ± (19.29 - 19.38) ms+2.0%✅⬆️
process.time_to_main_ms71.38 ± (71.25 - 71.50) ms74.56 ± (74.31 - 74.80) ms+4.5%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed7.82 ± (7.81 - 7.83) MB7.83 ± (7.82 - 7.83) MB+0.1%✅⬆️
runtime.dotnet.threads.count11 ± (11 - 11)11 ± (11 - 11)+0.0%
.NET 8 - CallTarget+Inlining+NGEN
process.internal_duration_ms297.90 ± (295.54 - 300.25) ms295.54 ± (293.17 - 297.90) ms-0.8%
process.time_to_main_ms494.79 ± (493.80 - 495.79) ms499.94 ± (498.73 - 501.15) ms+1.0%✅⬆️
runtime.dotnet.exceptions.count0 ± (0 - 0)0 ± (0 - 0)+0.0%
runtime.dotnet.mem.committed38.11 ± (38.08 - 38.13) MB38.16 ± (38.13 - 38.18) MB+0.1%✅⬆️
runtime.dotnet.threads.count27 ± (27 - 27)27 ± (27 - 27)-0.1%

HttpMessageHandler

Metric Master (Mean ± 95% CI) Current (Mean ± 95% CI) Change Status
.NET Framework 4.8 - Baseline
duration200.58 ± (200.36 - 201.28) ms208.01 ± (207.81 - 208.88) ms+3.7%✅⬆️
.NET Framework 4.8 - Bailout
duration204.38 ± (204.03 - 204.72) ms212.46 ± (212.04 - 212.71) ms+4.0%✅⬆️
.NET Framework 4.8 - CallTarget+Inlining+NGEN
duration1202.94 ± (1202.91 - 1208.46) ms1247.07 ± (1244.71 - 1250.95) ms+3.7%✅⬆️
.NET Core 3.1 - Baseline
process.internal_duration_ms192.30 ± (191.91 - 192.69) ms201.25 ± (200.88 - 201.63) ms+4.7%✅⬆️
process.time_to_main_ms84.16 ± (83.92 - 84.41) ms88.57 ± (88.35 - 88.80) ms+5.2%✅⬆️
runtime.dotnet.exceptions.count3 ± (3 - 3)3 ± (3 - 3)+0.0%
runtime.dotnet.mem.committed16.27 ± (16.24 - 16.29) MB16.09 ± (16.07 - 16.12) MB-1.1%
runtime.dotnet.threads.count20 ± (19 - 20)20 ± (20 - 20)+1.4%✅⬆️
.NET Core 3.1 - Bailout
process.internal_duration_ms192.45 ± (192.19 - 192.72) ms200.84 ± (200.53 - 201.16) ms+4.4%✅⬆️
process.time_to_main_ms85.92 ± (85.77 - 86.08) ms90.17 ± (89.99 - 90.36) ms+4.9%✅⬆️
runtime.dotnet.exceptions.count3 ± (3 - 3)3 ± (3 - 3)+0.0%
runtime.dotnet.mem.committed16.23 ± (16.21 - 16.25) MB16.13 ± (16.11 - 16.16) MB-0.6%
runtime.dotnet.threads.count21 ± (21 - 21)20 ± (20 - 21)-0.5%
.NET Core 3.1 - CallTarget+Inlining+NGEN
process.internal_duration_ms382.31 ± (380.79 - 383.84) ms392.70 ± (391.56 - 393.84) ms+2.7%✅⬆️
process.time_to_main_ms541.28 ± (540.18 - 542.37) ms559.58 ± (558.36 - 560.79) ms+3.4%✅⬆️
runtime.dotnet.exceptions.count3 ± (3 - 3)3 ± (3 - 3)+0.0%
runtime.dotnet.mem.committed58.14 ± (57.98 - 58.29) MB59.51 ± (59.30 - 59.71) MB+2.4%✅⬆️
runtime.dotnet.threads.count30 ± (30 - 30)30 ± (30 - 30)+0.8%✅⬆️
.NET 6 - Baseline
process.internal_duration_ms197.21 ± (196.76 - 197.66) ms206.29 ± (205.98 - 206.61) ms+4.6%✅⬆️
process.time_to_main_ms74.25 ± (74.02 - 74.48) ms77.75 ± (77.51 - 77.99) ms+4.7%✅⬆️
runtime.dotnet.exceptions.count4 ± (4 - 4)4 ± (4 - 4)+0.0%
runtime.dotnet.mem.committed16.45 ± (16.42 - 16.48) MB16.45 ± (16.43 - 16.48) MB+0.0%✅⬆️
runtime.dotnet.threads.count19 ± (19 - 19)19 ± (19 - 20)+1.1%✅⬆️
.NET 6 - Bailout
process.internal_duration_ms196.48 ± (196.05 - 196.91) ms205.49 ± (205.18 - 205.80) ms+4.6%✅⬆️
process.time_to_main_ms75.16 ± (74.99 - 75.32) ms78.99 ± (78.82 - 79.15) ms+5.1%✅⬆️
runtime.dotnet.exceptions.count4 ± (4 - 4)4 ± (4 - 4)+0.0%
runtime.dotnet.mem.committed16.52 ± (16.49 - 16.54) MB16.52 ± (16.50 - 16.54) MB+0.0%✅⬆️
runtime.dotnet.threads.count20 ± (20 - 20)20 ± (20 - 21)+1.9%✅⬆️
.NET 6 - CallTarget+Inlining+NGEN
process.internal_duration_ms582.77 ± (580.14 - 585.40) ms580.09 ± (577.70 - 582.47) ms-0.5%
process.time_to_main_ms551.12 ± (550.26 - 551.98) ms577.29 ± (576.03 - 578.56) ms+4.7%✅⬆️
runtime.dotnet.exceptions.count4 ± (4 - 4)4 ± (4 - 4)+0.0%
runtime.dotnet.mem.committed61.62 ± (61.55 - 61.69) MB61.43 ± (61.37 - 61.48) MB-0.3%
runtime.dotnet.threads.count31 ± (31 - 31)31 ± (31 - 31)-0.8%
.NET 8 - Baseline
process.internal_duration_ms195.35 ± (194.95 - 195.74) ms204.94 ± (204.59 - 205.29) ms+4.9%✅⬆️
process.time_to_main_ms73.19 ± (73.00 - 73.39) ms76.87 ± (76.62 - 77.12) ms+5.0%✅⬆️
runtime.dotnet.exceptions.count4 ± (4 - 4)4 ± (4 - 4)+0.0%
runtime.dotnet.mem.committed11.91 ± (11.89 - 11.94) MB11.79 ± (11.76 - 11.81) MB-1.1%
runtime.dotnet.threads.count18 ± (18 - 18)19 ± (19 - 19)+1.9%✅⬆️
.NET 8 - Bailout
process.internal_duration_ms195.00 ± (194.66 - 195.34) ms204.31 ± (204.00 - 204.61) ms+4.8%✅⬆️
process.time_to_main_ms74.52 ± (74.33 - 74.71) ms78.17 ± (78.02 - 78.31) ms+4.9%✅⬆️
runtime.dotnet.exceptions.count4 ± (4 - 4)4 ± (4 - 4)+0.0%
runtime.dotnet.mem.committed11.89 ± (11.87 - 11.92) MB11.86 ± (11.83 - 11.88) MB-0.3%
runtime.dotnet.threads.count19 ± (19 - 19)20 ± (20 - 20)+1.8%✅⬆️
.NET 8 - CallTarget+Inlining+NGEN
process.internal_duration_ms506.15 ± (503.32 - 508.98) ms512.13 ± (508.42 - 515.84) ms+1.2%✅⬆️
process.time_to_main_ms501.79 ± (501.14 - 502.43) ms525.40 ± (524.66 - 526.14) ms+4.7%✅⬆️
runtime.dotnet.exceptions.count4 ± (4 - 4)4 ± (4 - 4)+0.0%
runtime.dotnet.mem.committed51.42 ± (51.39 - 51.45) MB51.35 ± (51.30 - 51.39) MB-0.1%
runtime.dotnet.threads.count30 ± (29 - 30)30 ± (30 - 30)+1.1%✅⬆️
Comparison explanation

Execution-time benchmarks measure the whole time it takes to execute a program, and are intended to measure the one-off costs. Cases where the execution time results for the PR are worse than latest master results are highlighted in **red**. The following thresholds were used for comparing the execution times:

  • Welch test with statistical test for significance of 5%
  • Only results indicating a difference greater than 5% and 5 ms are considered.

Note that these results are based on a single point-in-time result for each branch. For full results, see the dashboard.

Graphs show the p99 interval based on the mean and StdDev of the test run, as well as the mean value of the run (shown as a diamond below the graph).

Duration charts
FakeDbCommand (.NET Framework 4.8)
gantt
    title Execution time (ms) FakeDbCommand (.NET Framework 4.8)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (8862) - mean (74ms)  : 70, 78
    master - mean (73ms)  : 69, 77

    section Bailout
    This PR (8862) - mean (79ms)  : 75, 83
    master - mean (76ms)  : 74, 78

    section CallTarget+Inlining+NGEN
    This PR (8862) - mean (1,091ms)  : 1046, 1136
    master - mean (1,092ms)  : 1039, 1146

Loading
FakeDbCommand (.NET Core 3.1)
gantt
    title Execution time (ms) FakeDbCommand (.NET Core 3.1)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (8862) - mean (115ms)  : 109, 122
    master - mean (112ms)  : 106, 118

    section Bailout
    This PR (8862) - mean (113ms)  : 108, 117
    master - mean (112ms)  : 109, 114

    section CallTarget+Inlining+NGEN
    This PR (8862) - mean (786ms)  : 768, 805
    master - mean (787ms)  : 765, 809

Loading
FakeDbCommand (.NET 6)
gantt
    title Execution time (ms) FakeDbCommand (.NET 6)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (8862) - mean (103ms)  : 97, 109
    master - mean (98ms)  : 95, 100

    section Bailout
    This PR (8862) - mean (100ms)  : 95, 105
    master - mean (102ms)  : 96, 109

    section CallTarget+Inlining+NGEN
    This PR (8862) - mean (947ms)  : 903, 991
    master - mean (948ms)  : 913, 984

Loading
FakeDbCommand (.NET 8)
gantt
    title Execution time (ms) FakeDbCommand (.NET 8)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (8862) - mean (97ms)  : 94, 100
    master - mean (97ms)  : 92, 102

    section Bailout
    This PR (8862) - mean (102ms)  : 96, 107
    master - mean (97ms)  : 95, 99

    section CallTarget+Inlining+NGEN
    This PR (8862) - mean (825ms)  : 787, 864
    master - mean (823ms)  : 781, 866

Loading
HttpMessageHandler (.NET Framework 4.8)
gantt
    title Execution time (ms) HttpMessageHandler (.NET Framework 4.8)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (8862) - mean (208ms)  : 203, 214
    master - mean (201ms)  : 196, 205

    section Bailout
    This PR (8862) - mean (212ms)  : 209, 216
    master - mean (204ms)  : 201, 208

    section CallTarget+Inlining+NGEN
    This PR (8862) - mean (1,248ms)  : 1203, 1293
    master - mean (1,206ms)  : 1171, 1240

Loading
HttpMessageHandler (.NET Core 3.1)
gantt
    title Execution time (ms) HttpMessageHandler (.NET Core 3.1)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (8862) - mean (301ms)  : 295, 306
    master - mean (287ms)  : 280, 294

    section Bailout
    This PR (8862) - mean (301ms)  : 297, 305
    master - mean (288ms)  : 285, 292

    section CallTarget+Inlining+NGEN
    This PR (8862) - mean (996ms)  : 983, 1010
    master - mean (965ms)  : 944, 985

Loading
HttpMessageHandler (.NET 6)
gantt
    title Execution time (ms) HttpMessageHandler (.NET 6)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (8862) - mean (294ms)  : 289, 299
    master - mean (281ms)  : 276, 287

    section Bailout
    This PR (8862) - mean (294ms)  : 291, 298
    master - mean (281ms)  : 275, 287

    section CallTarget+Inlining+NGEN
    This PR (8862) - mean (1,197ms)  : 1162, 1232
    master - mean (1,164ms)  : 1118, 1210

Loading
HttpMessageHandler (.NET 8)
gantt
    title Execution time (ms) HttpMessageHandler (.NET 8)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (8862) - mean (294ms)  : 288, 300
    master - mean (279ms)  : 272, 285

    section Bailout
    This PR (8862) - mean (294ms)  : 290, 299
    master - mean (279ms)  : 274, 284

    section CallTarget+Inlining+NGEN
    This PR (8862) - mean (1,071ms)  : 1019, 1122
    master - mean (1,042ms)  : 1002, 1081

Loading

@NachoEchevarria
NachoEchevarria marked this pull request as ready for review July 29, 2026 12:56
@NachoEchevarria
NachoEchevarria requested a review from a team as a code owner July 29, 2026 12:56

@andrewlock andrewlock left a comment

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Thanks!

Comment thread tracer/src/Datadog.Trace/OpenTelemetry/Logs/OtlpExporter.cs Outdated
Comment thread tracer/src/Datadog.Trace/OpenTelemetry/Logs/OtlpExporter.cs Outdated
return writePosition;
}

private static string GetAttributeValue(object? value)

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Gah, this is annoying 😅 Ah well

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It's a valid point but I agree it's annoying 😅

Comment thread tracer/test/Datadog.Trace.Tests/OpenTelemetry/Logs/OtlpLogsSerializerTests.cs Outdated
Comment thread tracer/test/Datadog.Trace.Tests/OpenTelemetry/Logs/OtlpLogsSerializerTests.cs Outdated
NachoEchevarria and others added 4 commits July 29, 2026 17:34
Co-authored-by: Andrew Lock <andrew.lock@datadoghq.com>
Co-authored-by: Andrew Lock <andrew.lock@datadoghq.com>
Co-authored-by: Andrew Lock <andrew.lock@datadoghq.com>
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2 participants