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[serverless] Add lambda span to trace context #6658

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@nhulston nhulston commented Feb 11, 2025

Summary of changes

Add the span to trace context when creating the lambda span. Therefore, the _rootSpan in trace context is not null, so GetOrMakeSamplingDecision() works instead of always returning 1.

Also, updates the operation+service names to dd-tracer-serverless-span, which allows us to send the aws.lambda span to the lambda extension, so we can send info like error tracking, custom tags, etc (in the future).
https://github.com/DataDog/datadog-lambda-extension/blob/851fd84d0298f2a9300a905f5f6ac9b73bbe8ee4/bottlecap/src/traces/trace_processor.rs#L103-L105

Reason for change

Fix sampling rules in lambda

And https://docs.google.com/document/d/1dVk9c9SJcNYhnNIcnxj4sVQtWLaeBm0hTt5YOJkhYrw/edit?tab=t.0#heading=h.pt8wcgub5epa

Implementation details

Test coverage

Manual testing showed that sampling rules now work in Lambda

Other details

@nhulston nhulston marked this pull request as ready for review February 11, 2025 22:23
@nhulston nhulston requested review from a team as code owners February 11, 2025 22:23
@@ -32,7 +32,7 @@ internal static Scope CreatePlaceholderScope(Tracer tracer, NameValueHeadersColl
tags: null,
parent: context.SpanContext,
serviceName: PlaceholderServiceName,
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Suggested change
serviceName: PlaceholderServiceName,
serviceName: PlaceholderServiceName,

The PlaceholderServiceName must be updated to what the agent expects to reject

@lucaspimentel lucaspimentel self-requested a review February 11, 2025 22:31
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andrewlock commented Feb 11, 2025

Execution-Time Benchmarks Report ⏱️

Execution-time results for samples comparing the following branches/commits:

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 shown 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).

gantt
    title Execution time (ms) FakeDbCommand (.NET Framework 4.6.2) 
    dateFormat  X
    axisFormat %s
    todayMarker off
    section Baseline
    This PR (6658) - mean (69ms)  : 67, 71
     .   : milestone, 69,
    master - mean (70ms)  : 67, 72
     .   : milestone, 70,

    section CallTarget+Inlining+NGEN
    This PR (6658) - mean (1,002ms)  : 972, 1032
     .   : milestone, 1002,
    master - mean (1,004ms)  : 974, 1034
     .   : milestone, 1004,

Loading
gantt
    title Execution time (ms) FakeDbCommand (.NET Core 3.1) 
    dateFormat  X
    axisFormat %s
    todayMarker off
    section Baseline
    This PR (6658) - mean (102ms)  : 99, 104
     .   : milestone, 102,
    master - mean (103ms)  : 101, 106
     .   : milestone, 103,

    section CallTarget+Inlining+NGEN
    This PR (6658) - mean (675ms)  : 658, 692
     .   : milestone, 675,
    master - mean (679ms)  : 659, 699
     .   : milestone, 679,

Loading
gantt
    title Execution time (ms) FakeDbCommand (.NET 6) 
    dateFormat  X
    axisFormat %s
    todayMarker off
    section Baseline
    This PR (6658) - mean (89ms)  : 87, 91
     .   : milestone, 89,
    master - mean (90ms)  : 88, 92
     .   : milestone, 90,

    section CallTarget+Inlining+NGEN
    This PR (6658) - mean (635ms)  : 618, 651
     .   : milestone, 635,
    master - mean (633ms)  : 618, 649
     .   : milestone, 633,

Loading
gantt
    title Execution time (ms) HttpMessageHandler (.NET Framework 4.6.2) 
    dateFormat  X
    axisFormat %s
    todayMarker off
    section Baseline
    This PR (6658) - mean (192ms)  : 187, 197
     .   : milestone, 192,
    master - mean (192ms)  : 187, 196
     .   : milestone, 192,

    section CallTarget+Inlining+NGEN
    This PR (6658) - mean (1,109ms)  : 1077, 1141
     .   : milestone, 1109,
    master - mean (1,116ms)  : 1074, 1158
     .   : milestone, 1116,

Loading
gantt
    title Execution time (ms) HttpMessageHandler (.NET Core 3.1) 
    dateFormat  X
    axisFormat %s
    todayMarker off
    section Baseline
    This PR (6658) - mean (271ms)  : 267, 275
     .   : milestone, 271,
    master - mean (271ms)  : 266, 276
     .   : milestone, 271,

    section CallTarget+Inlining+NGEN
    This PR (6658) - mean (869ms)  : 831, 907
     .   : milestone, 869,
    master - mean (866ms)  : 825, 906
     .   : milestone, 866,

Loading
gantt
    title Execution time (ms) HttpMessageHandler (.NET 6) 
    dateFormat  X
    axisFormat %s
    todayMarker off
    section Baseline
    This PR (6658) - mean (264ms)  : 259, 268
     .   : milestone, 264,
    master - mean (263ms)  : 258, 268
     .   : milestone, 263,

    section CallTarget+Inlining+NGEN
    This PR (6658) - mean (851ms)  : 813, 889
     .   : milestone, 851,
    master - mean (848ms)  : 818, 878
     .   : milestone, 848,

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andrewlock commented Feb 11, 2025

Benchmarks Report for tracer 🐌

Benchmarks for #6658 compared to master:

  • 3 benchmarks are faster, with geometric mean 1.134
  • 1 benchmarks are slower, with geometric mean 1.117
  • All benchmarks have the same allocations

The following thresholds were used for comparing the benchmark speeds:

  • Mann–Whitney U test with statistical test for significance of 5%
  • Only results indicating a difference greater than 10% and 0.3 ns are considered.

Allocation changes below 0.5% are ignored.

Benchmark details

Benchmarks.Trace.ActivityBenchmark - Same speed ✔️ Same allocations ✔️

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master StartStopWithChild net6.0 7.98μs 45.4ns 311ns 0.0155 0.00774 0 5.61 KB
master StartStopWithChild netcoreapp3.1 10μs 52.6ns 258ns 0.0195 0.00973 0 5.8 KB
master StartStopWithChild net472 16μs 53.4ns 207ns 1.03 0.294 0.0952 6.21 KB
#6658 StartStopWithChild net6.0 8.13μs 45.2ns 275ns 0.0155 0.00776 0 5.61 KB
#6658 StartStopWithChild netcoreapp3.1 9.99μs 52.2ns 276ns 0.0205 0.00512 0 5.8 KB
#6658 StartStopWithChild net472 16μs 56.9ns 221ns 1.04 0.309 0.103 6.2 KB
Benchmarks.Trace.AgentWriterBenchmark - Same speed ✔️ Same allocations ✔️

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master WriteAndFlushEnrichedTraces net6.0 493μs 578ns 2.24μs 0 0 0 2.7 KB
master WriteAndFlushEnrichedTraces netcoreapp3.1 647μs 263ns 984ns 0 0 0 2.7 KB
master WriteAndFlushEnrichedTraces net472 840μs 545ns 2.11μs 0.417 0 0 3.3 KB
#6658 WriteAndFlushEnrichedTraces net6.0 493μs 395ns 1.48μs 0 0 0 2.7 KB
#6658 WriteAndFlushEnrichedTraces netcoreapp3.1 658μs 487ns 1.88μs 0 0 0 2.7 KB
#6658 WriteAndFlushEnrichedTraces net472 850μs 262ns 979ns 0.422 0 0 3.3 KB
Benchmarks.Trace.AspNetCoreBenchmark - Same speed ✔️ Same allocations ✔️

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master SendRequest net6.0 130μs 447ns 1.73μs 0.131 0 0 14.47 KB
master SendRequest netcoreapp3.1 150μs 185ns 716ns 0.225 0 0 17.27 KB
master SendRequest net472 0.00081ns 0.000362ns 0.0014ns 0 0 0 0 b
#6658 SendRequest net6.0 129μs 311ns 1.2μs 0.193 0 0 14.47 KB
#6658 SendRequest netcoreapp3.1 147μs 390ns 1.51μs 0.22 0 0 17.28 KB
#6658 SendRequest net472 0.00128ns 0.000463ns 0.00173ns 0 0 0 0 b
Benchmarks.Trace.CIVisibilityProtocolWriterBenchmark - Same speed ✔️ Same allocations ✔️

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master WriteAndFlushEnrichedTraces net6.0 587μs 3.11μs 16.2μs 0.561 0 0 41.58 KB
master WriteAndFlushEnrichedTraces netcoreapp3.1 662μs 3.48μs 17.4μs 0.372 0 0 41.89 KB
master WriteAndFlushEnrichedTraces net472 837μs 3.84μs 14.9μs 8.22 2.47 0.411 53.31 KB
#6658 WriteAndFlushEnrichedTraces net6.0 583μs 3.31μs 22.7μs 0.579 0 0 41.66 KB
#6658 WriteAndFlushEnrichedTraces netcoreapp3.1 701μs 3.83μs 22.3μs 0.349 0 0 41.71 KB
#6658 WriteAndFlushEnrichedTraces net472 843μs 3.64μs 13.1μs 8.13 2.57 0.428 53.27 KB
Benchmarks.Trace.DbCommandBenchmark - Faster 🎉 Same allocations ✔️

Faster 🎉 in #6658

Benchmark base/diff Base Median (ns) Diff Median (ns) Modality
Benchmarks.Trace.DbCommandBenchmark.ExecuteNonQuery‑net6.0 1.154 1,433.08 1,241.47

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master ExecuteNonQuery net6.0 1.43μs 1.15ns 4.44ns 0.0146 0 0 1.02 KB
master ExecuteNonQuery netcoreapp3.1 1.78μs 1.67ns 6.45ns 0.0133 0 0 1.02 KB
master ExecuteNonQuery net472 2.08μs 1.54ns 5.95ns 0.157 0.00104 0 987 B
#6658 ExecuteNonQuery net6.0 1.25μs 4.46ns 20.4ns 0.0143 0 0 1.02 KB
#6658 ExecuteNonQuery netcoreapp3.1 1.82μs 1.58ns 6.12ns 0.0137 0 0 1.02 KB
#6658 ExecuteNonQuery net472 1.98μs 2.91ns 10.9ns 0.156 0.000981 0 987 B
Benchmarks.Trace.ElasticsearchBenchmark - Same speed ✔️ Same allocations ✔️

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master CallElasticsearch net6.0 1.22μs 1.95ns 7.55ns 0.0135 0 0 976 B
master CallElasticsearch netcoreapp3.1 1.61μs 3.18ns 12.3ns 0.0127 0 0 976 B
master CallElasticsearch net472 2.53μs 2.74ns 10.6ns 0.157 0 0 995 B
master CallElasticsearchAsync net6.0 1.39μs 0.608ns 2.36ns 0.0133 0 0 952 B
master CallElasticsearchAsync netcoreapp3.1 1.75μs 0.527ns 1.97ns 0.0139 0 0 1.02 KB
master CallElasticsearchAsync net472 2.62μs 1.67ns 6.47ns 0.167 0 0 1.05 KB
#6658 CallElasticsearch net6.0 1.21μs 0.878ns 3.4ns 0.0135 0 0 976 B
#6658 CallElasticsearch netcoreapp3.1 1.62μs 0.514ns 1.99ns 0.0129 0 0 976 B
#6658 CallElasticsearch net472 2.56μs 2.27ns 8.48ns 0.158 0 0 995 B
#6658 CallElasticsearchAsync net6.0 1.26μs 0.626ns 2.43ns 0.0132 0 0 952 B
#6658 CallElasticsearchAsync netcoreapp3.1 1.73μs 0.453ns 1.7ns 0.0139 0 0 1.02 KB
#6658 CallElasticsearchAsync net472 2.57μs 1.75ns 6.77ns 0.167 0 0 1.05 KB
Benchmarks.Trace.GraphQLBenchmark - Slower ⚠️ Same allocations ✔️

Slower ⚠️ in #6658

Benchmark diff/base Base Median (ns) Diff Median (ns) Modality
Benchmarks.Trace.GraphQLBenchmark.ExecuteAsync‑net6.0 1.117 1,206.61 1,347.71

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master ExecuteAsync net6.0 1.21μs 0.645ns 2.5ns 0.0134 0 0 952 B
master ExecuteAsync netcoreapp3.1 1.63μs 0.947ns 3.67ns 0.013 0 0 952 B
master ExecuteAsync net472 1.84μs 0.772ns 2.78ns 0.145 0 0 915 B
#6658 ExecuteAsync net6.0 1.35μs 0.559ns 2.09ns 0.0136 0 0 952 B
#6658 ExecuteAsync netcoreapp3.1 1.57μs 0.774ns 3ns 0.0127 0 0 952 B
#6658 ExecuteAsync net472 1.89μs 0.92ns 3.56ns 0.145 0 0 915 B
Benchmarks.Trace.HttpClientBenchmark - Same speed ✔️ Same allocations ✔️

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master SendAsync net6.0 4.4μs 2.09ns 8.08ns 0.033 0 0 2.31 KB
master SendAsync netcoreapp3.1 5.44μs 3.52ns 13.6ns 0.0379 0 0 2.85 KB
master SendAsync net472 7.57μs 18.5ns 71.6ns 0.495 0 0 3.12 KB
#6658 SendAsync net6.0 4.37μs 1.99ns 7.44ns 0.0327 0 0 2.31 KB
#6658 SendAsync netcoreapp3.1 5.47μs 11.5ns 44.5ns 0.037 0 0 2.85 KB
#6658 SendAsync net472 7.45μs 1.51ns 5.83ns 0.493 0 0 3.12 KB
Benchmarks.Trace.ILoggerBenchmark - Same speed ✔️ Same allocations ✔️

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master EnrichedLog net6.0 1.53μs 1.95ns 7.55ns 0.0228 0 0 1.64 KB
master EnrichedLog netcoreapp3.1 2.25μs 0.92ns 3.56ns 0.0225 0 0 1.64 KB
master EnrichedLog net472 2.66μs 1.13ns 4.39ns 0.25 0 0 1.57 KB
#6658 EnrichedLog net6.0 1.48μs 0.845ns 3.05ns 0.0234 0 0 1.64 KB
#6658 EnrichedLog netcoreapp3.1 2.13μs 0.756ns 2.73ns 0.0213 0 0 1.64 KB
#6658 EnrichedLog net472 2.48μs 0.883ns 3.18ns 0.249 0 0 1.57 KB
Benchmarks.Trace.Log4netBenchmark - Same speed ✔️ Same allocations ✔️

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master EnrichedLog net6.0 115μs 309ns 1.2μs 0.0568 0 0 4.28 KB
master EnrichedLog netcoreapp3.1 117μs 204ns 791ns 0.0578 0 0 4.28 KB
master EnrichedLog net472 150μs 137ns 529ns 0.67 0.223 0 4.46 KB
#6658 EnrichedLog net6.0 114μs 102ns 395ns 0 0 0 4.28 KB
#6658 EnrichedLog netcoreapp3.1 117μs 163ns 632ns 0.0585 0 0 4.28 KB
#6658 EnrichedLog net472 149μs 164ns 636ns 0.669 0.223 0 4.46 KB
Benchmarks.Trace.NLogBenchmark - Same speed ✔️ Same allocations ✔️

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master EnrichedLog net6.0 3.03μs 2.27ns 8.79ns 0.0317 0 0 2.2 KB
master EnrichedLog netcoreapp3.1 4.14μs 3.12ns 12.1ns 0.0291 0 0 2.2 KB
master EnrichedLog net472 4.84μs 1.26ns 4.89ns 0.32 0 0 2.02 KB
#6658 EnrichedLog net6.0 2.96μs 2.13ns 8.24ns 0.0308 0 0 2.2 KB
#6658 EnrichedLog netcoreapp3.1 4.18μs 1.47ns 5.68ns 0.0292 0 0 2.2 KB
#6658 EnrichedLog net472 4.98μs 4.64ns 18ns 0.32 0 0 2.02 KB
Benchmarks.Trace.RedisBenchmark - Same speed ✔️ Same allocations ✔️

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master SendReceive net6.0 1.3μs 0.649ns 2.34ns 0.0157 0 0 1.14 KB
master SendReceive netcoreapp3.1 1.81μs 0.752ns 2.91ns 0.0153 0 0 1.14 KB
master SendReceive net472 2.05μs 1.18ns 4.56ns 0.183 0 0 1.16 KB
#6658 SendReceive net6.0 1.37μs 0.815ns 3.16ns 0.0158 0 0 1.14 KB
#6658 SendReceive netcoreapp3.1 1.7μs 0.795ns 2.98ns 0.0155 0 0 1.14 KB
#6658 SendReceive net472 2.07μs 3.86ns 14.9ns 0.183 0 0 1.16 KB
Benchmarks.Trace.SerilogBenchmark - Same speed ✔️ Same allocations ✔️

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master EnrichedLog net6.0 2.67μs 0.988ns 3.83ns 0.0227 0 0 1.6 KB
master EnrichedLog netcoreapp3.1 3.9μs 1.95ns 7.56ns 0.0215 0 0 1.65 KB
master EnrichedLog net472 4.4μs 4.33ns 16.8ns 0.323 0 0 2.04 KB
#6658 EnrichedLog net6.0 2.67μs 1.27ns 4.74ns 0.0215 0 0 1.6 KB
#6658 EnrichedLog netcoreapp3.1 3.92μs 1.49ns 5.78ns 0.0215 0 0 1.65 KB
#6658 EnrichedLog net472 4.35μs 1.76ns 6.35ns 0.322 0 0 2.04 KB
Benchmarks.Trace.SpanBenchmark - Faster 🎉 Same allocations ✔️

Faster 🎉 in #6658

Benchmark base/diff Base Median (ns) Diff Median (ns) Modality
Benchmarks.Trace.SpanBenchmark.StartFinishSpan‑netcoreapp3.1 1.129 641.54 568.17
Benchmarks.Trace.SpanBenchmark.StartFinishScope‑net472 1.118 866.81 775.12

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master StartFinishSpan net6.0 394ns 0.572ns 2.22ns 0.00803 0 0 576 B
master StartFinishSpan netcoreapp3.1 642ns 1.53ns 5.92ns 0.00767 0 0 576 B
master StartFinishSpan net472 632ns 0.781ns 3.02ns 0.0918 0 0 578 B
master StartFinishScope net6.0 482ns 0.67ns 2.6ns 0.00988 0 0 696 B
master StartFinishScope netcoreapp3.1 769ns 0.957ns 3.71ns 0.00928 0 0 696 B
master StartFinishScope net472 867ns 1.12ns 4.34ns 0.104 0 0 658 B
#6658 StartFinishSpan net6.0 414ns 0.524ns 2.03ns 0.00808 0 0 576 B
#6658 StartFinishSpan netcoreapp3.1 568ns 0.967ns 3.75ns 0.00795 0 0 576 B
#6658 StartFinishSpan net472 577ns 1.03ns 4.01ns 0.0917 0 0 578 B
#6658 StartFinishScope net6.0 492ns 0.556ns 2.15ns 0.00969 0 0 696 B
#6658 StartFinishScope netcoreapp3.1 735ns 1.16ns 4.5ns 0.00941 0 0 696 B
#6658 StartFinishScope net472 775ns 0.199ns 0.719ns 0.104 0 0 658 B
Benchmarks.Trace.TraceAnnotationsBenchmark - Same speed ✔️ Same allocations ✔️

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master RunOnMethodBegin net6.0 640ns 0.8ns 3.1ns 0.00982 0 0 696 B
master RunOnMethodBegin netcoreapp3.1 938ns 1.89ns 7.31ns 0.00943 0 0 696 B
master RunOnMethodBegin net472 1.15μs 2.2ns 8.51ns 0.104 0 0 658 B
#6658 RunOnMethodBegin net6.0 607ns 0.441ns 1.71ns 0.00979 0 0 696 B
#6658 RunOnMethodBegin netcoreapp3.1 955ns 0.987ns 3.82ns 0.00945 0 0 696 B
#6658 RunOnMethodBegin net472 1.11μs 0.107ns 0.402ns 0.104 0 0 658 B

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andrewlock commented Feb 12, 2025

Throughput/Crank Report ⚡

Throughput results for AspNetCoreSimpleController comparing the following branches/commits:

Cases where throughput results for the PR are worse than latest master (5% drop or greater), results are shown in red.

Note that these results are based on a single point-in-time result for each branch. For full results, see one of the many, many dashboards!

gantt
    title Throughput Linux x64 (Total requests) 
    dateFormat  X
    axisFormat %s
    section Baseline
    This PR (6658) (11.012M)   : 0, 11011857
    master (11.169M)   : 0, 11169359
    benchmarks/2.9.0 (11.045M)   : 0, 11045405

    section Automatic
    This PR (6658) (7.305M)   : 0, 7305350
    master (7.196M)   : 0, 7195501
    benchmarks/2.9.0 (7.885M)   : 0, 7885346

    section Trace stats
    master (7.448M)   : 0, 7448482

    section Manual
    master (11.019M)   : 0, 11019438

    section Manual + Automatic
    This PR (6658) (6.744M)   : 0, 6743946
    master (6.613M)   : 0, 6612703

    section DD_TRACE_ENABLED=0
    master (10.079M)   : 0, 10079113

Loading
gantt
    title Throughput Linux arm64 (Total requests) 
    dateFormat  X
    axisFormat %s
    section Baseline
    This PR (6658) (9.805M)   : 0, 9804523
    master (7.929M)   : 0, 7928969
    benchmarks/2.9.0 (9.586M)   : 0, 9586476

    section Automatic
    This PR (6658) (6.558M)   : 0, 6558278
    master (6.525M)   : 0, 6524855

    section Trace stats
    master (6.732M)   : 0, 6732077

    section Manual
    master (9.719M)   : 0, 9718779

    section Manual + Automatic
    This PR (6658) (5.925M)   : 0, 5925184
    master (6.082M)   : 0, 6081964

    section DD_TRACE_ENABLED=0
    master (8.794M)   : 0, 8794411

Loading
gantt
    title Throughput Windows x64 (Total requests) 
    dateFormat  X
    axisFormat %s
    section Baseline
    This PR (6658) (10.160M)   : 0, 10160402

    section Automatic
    This PR (6658) (6.591M)   : 0, 6590878

    section Manual + Automatic
    This PR (6658) (6.161M)   : 0, 6161066

Loading

@nhulston nhulston marked this pull request as draft February 12, 2025 19:56
@nhulston nhulston force-pushed the nicholas.hulston/add-lambda-span-to-trace-context branch 3 times, most recently from 168dad8 to eb0bf16 Compare February 13, 2025 16:57
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4 participants