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Fix flakiness in Azure Functions #6524

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merged 4 commits into from
Jan 10, 2025
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@andrewlock andrewlock commented Jan 9, 2025

Summary of changes

Attempt to fix flakiness in Azure Functions multi-sample build

Reason for change

#6472 added multi-version building for Azure Functions samples. Unfortunately, this caused the build stage to be flaky, because Azure Functions apparently generates and builds a completely separate .csproj. Unfortunately, it also ignores all the artifact output stuff, which means when we restore/build multiple versions of the app (with different api versions, it stomps over itself.

e.g. we can see the sample app build itself doing the right thing:

08:59:05 [DBG]   Samples.AzureFunctions.V4Isolated -> /project/artifacts/bin/Samples.AzureFunctions.V4Isolated/release_net6.0_1.6.0/Samples.AzureFunctions.V4Isolated.dll
08:59:06 [DBG]   Samples.AzureFunctions.V4Isolated -> /project/artifacts/publish/Samples.AzureFunctions.V4Isolated/release_net6.0_1.6.0/

But there's also the "WorkerExtensions" thing which is going completely off the rails, ignores all of the Directory.Build.props etc and just does its own thing

08:59:07 [DBG]   WorkerExtensions -> /tmp/oh4iajvh.kcj/publishout/
08:59:07 [DBG]   WorkerExtensions -> /tmp/zv30zzl2.cxz/publishout/Microsoft.Azure.Functions.Worker.Extensions.dll
08:59:08 [DBG]   WorkerExtensions -> /tmp/zv30zzl2.cxz/publishout/

Unfortunately, this shows it's trying to build two separate versions to the same location, and things break.

Implementation details

My initial attempt in #6521 failed.

In this attempt I split the v1 SDK and v2 SDK into two separate projects. The SDK versions are tracked separately. I was thinking that as long as we only build a single version per project we should be ok.

It was not OK.

So in the end I tore out the Azure Functions version tracking. We could/should consider adding it back in some way, but right now this is causing too many issues

An alternative is to just remove the Azure Functions samples from the "auto-updating multi version".

I kept the split between v1 and v2 of the Azure Functions SDK to give us a little more coverage; I think it's about the best we can do.

Test coverage

If this all finally passes, we should be good.

Other details

An important thing to note is that currently, even though we will now get dependabot notifactions about updates to the azure functions libs, these aren't tested automatically.

That's because currently our testing on Windows does not run the "multi version" tests like we do on Linux. And we only test Azure functions on Windows.

This is something I'd like to address longer term with PRs like #6498, but for the meantime, we'll need to manually keep the samples up to date with the latest SDK version when there's a dependabot PR

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datadog-ddstaging bot commented Jan 9, 2025

Datadog Report

Branch report: andrew/more-azure-function-futzing
Commit report: 0569548
Test service: dd-trace-dotnet

✅ 0 Failed, 236471 Passed, 2085 Skipped, 19h 53m 28.9s Total Time
❄️ 1 New Flaky

New Flaky Tests (1)

  • SeparatesLogsIntoBatches - Datadog.Trace.Tests.Telemetry.Collectors.RedactedErrorLogCollectorTests - Last Failure

    Expand for error
     Expected logs.Sum(x => x.Count) to be 556, but found 553 (difference of -3).
    

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andrewlock commented Jan 9, 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 (6524) - mean (69ms)  : 64, 73
     .   : milestone, 69,
    master - mean (69ms)  : 66, 72
     .   : milestone, 69,

    section CallTarget+Inlining+NGEN
    This PR (6524) - mean (977ms)  : 955, 1000
     .   : milestone, 977,
    master - mean (980ms)  : 955, 1005
     .   : milestone, 980,

Loading
gantt
    title Execution time (ms) FakeDbCommand (.NET Core 3.1) 
    dateFormat  X
    axisFormat %s
    todayMarker off
    section Baseline
    This PR (6524) - mean (107ms)  : 104, 110
     .   : milestone, 107,
    master - mean (107ms)  : 106, 109
     .   : milestone, 107,

    section CallTarget+Inlining+NGEN
    This PR (6524) - mean (676ms)  : 657, 694
     .   : milestone, 676,
    master - mean (678ms)  : 662, 693
     .   : milestone, 678,

Loading
gantt
    title Execution time (ms) FakeDbCommand (.NET 6) 
    dateFormat  X
    axisFormat %s
    todayMarker off
    section Baseline
    This PR (6524) - mean (91ms)  : 89, 93
     .   : milestone, 91,
    master - mean (91ms)  : 89, 93
     .   : milestone, 91,

    section CallTarget+Inlining+NGEN
    This PR (6524) - mean (632ms)  : 618, 646
     .   : milestone, 632,
    master - mean (639ms)  : 624, 655
     .   : milestone, 639,

Loading
gantt
    title Execution time (ms) HttpMessageHandler (.NET Framework 4.6.2) 
    dateFormat  X
    axisFormat %s
    todayMarker off
    section Baseline
    This PR (6524) - mean (194ms)  : 190, 198
     .   : milestone, 194,
    master - mean (195ms)  : 190, 200
     .   : milestone, 195,

    section CallTarget+Inlining+NGEN
    This PR (6524) - mean (1,101ms)  : 1065, 1136
     .   : milestone, 1101,
    master - mean (1,107ms)  : 1079, 1136
     .   : milestone, 1107,

Loading
gantt
    title Execution time (ms) HttpMessageHandler (.NET Core 3.1) 
    dateFormat  X
    axisFormat %s
    todayMarker off
    section Baseline
    This PR (6524) - mean (278ms)  : 273, 283
     .   : milestone, 278,
    master - mean (281ms)  : 276, 286
     .   : milestone, 281,

    section CallTarget+Inlining+NGEN
    This PR (6524) - mean (869ms)  : 842, 896
     .   : milestone, 869,
    master - mean (878ms)  : 850, 906
     .   : milestone, 878,

Loading
gantt
    title Execution time (ms) HttpMessageHandler (.NET 6) 
    dateFormat  X
    axisFormat %s
    todayMarker off
    section Baseline
    This PR (6524) - mean (268ms)  : 263, 272
     .   : milestone, 268,
    master - mean (269ms)  : 265, 273
     .   : milestone, 269,

    section CallTarget+Inlining+NGEN
    This PR (6524) - mean (852ms)  : 820, 885
     .   : milestone, 852,
    master - mean (855ms)  : 820, 891
     .   : milestone, 855,

Loading

@andrewlock andrewlock force-pushed the andrew/more-azure-function-futzing branch from da6c7ec to 53843db Compare January 9, 2025 19:13
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andrewlock commented Jan 9, 2025

Benchmarks Report for tracer 🐌

Benchmarks for #6524 compared to master:

  • 1 benchmarks are faster, with geometric mean 1.129
  • 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 7.93μs 43.4ns 245ns 0.0163 0.00814 0 5.61 KB
master StartStopWithChild netcoreapp3.1 10.3μs 55.3ns 282ns 0.015 0.00499 0 5.8 KB
master StartStopWithChild net472 16.5μs 40ns 155ns 1.04 0.303 0.0982 6.21 KB
#6524 StartStopWithChild net6.0 8.23μs 47.1ns 349ns 0.0212 0.00847 0 5.61 KB
#6524 StartStopWithChild netcoreapp3.1 10.4μs 57.4ns 344ns 0.0255 0.0102 0 5.8 KB
#6524 StartStopWithChild net472 16.3μs 29.1ns 109ns 1.07 0.356 0.105 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 485μs 426ns 1.65μs 0 0 0 2.7 KB
master WriteAndFlushEnrichedTraces netcoreapp3.1 646μs 2.23μs 10.7μs 0 0 0 2.7 KB
master WriteAndFlushEnrichedTraces net472 856μs 833ns 3.12μs 0.428 0 0 3.3 KB
#6524 WriteAndFlushEnrichedTraces net6.0 482μs 264ns 1.02μs 0 0 0 2.7 KB
#6524 WriteAndFlushEnrichedTraces netcoreapp3.1 656μs 463ns 1.73μs 0 0 0 2.7 KB
#6524 WriteAndFlushEnrichedTraces net472 862μs 858ns 3.32μs 0.431 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 157μs 1.39μs 13.6μs 0.154 0 0 14.47 KB
master SendRequest netcoreapp3.1 182μs 1.45μs 14μs 0.164 0 0 17.27 KB
master SendRequest net472 0.000357ns 0.000357ns 0.00129ns 0 0 0 0 b
#6524 SendRequest net6.0 150μs 834ns 6.98μs 0.143 0 0 14.47 KB
#6524 SendRequest netcoreapp3.1 174μs 978ns 6.56μs 0.161 0 0 17.27 KB
#6524 SendRequest net472 0ns 0ns 0ns 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 556μs 2.9μs 13.9μs 0.571 0 0 41.5 KB
master WriteAndFlushEnrichedTraces netcoreapp3.1 676μs 3.6μs 21.6μs 0.326 0 0 41.74 KB
master WriteAndFlushEnrichedTraces net472 880μs 3.71μs 14.4μs 8.36 2.64 0.44 53.28 KB
#6524 WriteAndFlushEnrichedTraces net6.0 577μs 3.24μs 21.3μs 0.568 0 0 41.53 KB
#6524 WriteAndFlushEnrichedTraces netcoreapp3.1 666μs 3.37μs 17.2μs 0.332 0 0 41.81 KB
#6524 WriteAndFlushEnrichedTraces net472 841μs 4.17μs 17.2μs 8.33 2.5 0.417 53.31 KB
Benchmarks.Trace.DbCommandBenchmark - Same speed ✔️ Same allocations ✔️

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master ExecuteNonQuery net6.0 1.34μs 1.21ns 4.68ns 0.0145 0 0 1.02 KB
master ExecuteNonQuery netcoreapp3.1 1.89μs 2.27ns 8.77ns 0.0131 0 0 1.02 KB
master ExecuteNonQuery net472 2.07μs 2.15ns 8.33ns 0.156 0.00104 0 987 B
#6524 ExecuteNonQuery net6.0 1.3μs 1.7ns 6.6ns 0.0142 0 0 1.02 KB
#6524 ExecuteNonQuery netcoreapp3.1 1.81μs 1.4ns 5.43ns 0.0136 0 0 1.02 KB
#6524 ExecuteNonQuery net472 2.1μs 1.81ns 7ns 0.156 0.00105 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 1.14μs 0.4ns 1.44ns 0.0134 0 0 976 B
master CallElasticsearch netcoreapp3.1 1.61μs 0.622ns 2.24ns 0.0129 0 0 976 B
master CallElasticsearch net472 2.57μs 1.3ns 5.03ns 0.157 0 0 995 B
master CallElasticsearchAsync net6.0 1.33μs 0.593ns 2.3ns 0.0133 0 0 952 B
master CallElasticsearchAsync netcoreapp3.1 1.7μs 0.43ns 1.55ns 0.0135 0 0 1.02 KB
master CallElasticsearchAsync net472 2.64μs 11.1ns 54.6ns 0.167 0 0 1.05 KB
#6524 CallElasticsearch net6.0 1.24μs 0.879ns 3.29ns 0.0136 0 0 976 B
#6524 CallElasticsearch netcoreapp3.1 1.58μs 0.489ns 1.83ns 0.0136 0 0 976 B
#6524 CallElasticsearch net472 2.49μs 1.26ns 4.72ns 0.158 0 0 995 B
#6524 CallElasticsearchAsync net6.0 1.3μs 0.288ns 1.04ns 0.013 0 0 952 B
#6524 CallElasticsearchAsync netcoreapp3.1 1.67μs 0.852ns 3.3ns 0.0133 0 0 1.02 KB
#6524 CallElasticsearchAsync net472 2.6μs 0.999ns 3.74ns 0.166 0 0 1.05 KB
Benchmarks.Trace.GraphQLBenchmark - Same speed ✔️ Same allocations ✔️

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master ExecuteAsync net6.0 1.28μs 0.552ns 2.14ns 0.0134 0 0 952 B
master ExecuteAsync netcoreapp3.1 1.69μs 1.86ns 7.2ns 0.0126 0 0 952 B
master ExecuteAsync net472 1.8μs 0.676ns 2.44ns 0.145 0 0 915 B
#6524 ExecuteAsync net6.0 1.26μs 0.65ns 2.43ns 0.0133 0 0 952 B
#6524 ExecuteAsync netcoreapp3.1 1.66μs 0.679ns 2.63ns 0.0125 0 0 952 B
#6524 ExecuteAsync net472 1.78μs 0.404ns 1.51ns 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 4.44μs 1.55ns 5.58ns 0.031 0 0 2.31 KB
master SendAsync netcoreapp3.1 5.36μs 2.33ns 9.03ns 0.0377 0 0 2.85 KB
master SendAsync net472 7.39μs 2.11ns 8.16ns 0.494 0 0 3.12 KB
#6524 SendAsync net6.0 4.49μs 3.12ns 12.1ns 0.0316 0 0 2.31 KB
#6524 SendAsync netcoreapp3.1 5.34μs 2.54ns 9.84ns 0.0373 0 0 2.85 KB
#6524 SendAsync net472 7.4μs 2.16ns 8.37ns 0.495 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 1.49μs 0.747ns 2.8ns 0.0232 0 0 1.64 KB
master EnrichedLog netcoreapp3.1 2.18μs 0.9ns 3.37ns 0.0221 0 0 1.64 KB
master EnrichedLog net472 2.79μs 1.77ns 6.61ns 0.249 0 0 1.57 KB
#6524 EnrichedLog net6.0 1.47μs 1.19ns 4.63ns 0.0229 0 0 1.64 KB
#6524 EnrichedLog netcoreapp3.1 2.17μs 1.05ns 3.91ns 0.0218 0 0 1.64 KB
#6524 EnrichedLog net472 2.58μs 1.37ns 5.12ns 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 116μs 132ns 511ns 0 0 0 4.28 KB
master EnrichedLog netcoreapp3.1 121μs 267ns 1.03μs 0 0 0 4.28 KB
master EnrichedLog net472 153μs 141ns 544ns 0.686 0.229 0 4.46 KB
#6524 EnrichedLog net6.0 119μs 138ns 534ns 0.0591 0 0 4.28 KB
#6524 EnrichedLog netcoreapp3.1 121μs 295ns 1.14μs 0.06 0 0 4.28 KB
#6524 EnrichedLog net472 152μs 108ns 418ns 0.683 0.228 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 3.06μs 0.964ns 3.73ns 0.0307 0 0 2.2 KB
master EnrichedLog netcoreapp3.1 4.17μs 2.2ns 8.52ns 0.0294 0 0 2.2 KB
master EnrichedLog net472 4.84μs 1.78ns 6.89ns 0.319 0 0 2.02 KB
#6524 EnrichedLog net6.0 3.04μs 1.23ns 4.26ns 0.0309 0 0 2.2 KB
#6524 EnrichedLog netcoreapp3.1 4.16μs 1.54ns 5.97ns 0.0293 0 0 2.2 KB
#6524 EnrichedLog net472 4.92μs 1.3ns 5.02ns 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 1.29μs 0.909ns 3.52ns 0.0162 0 0 1.14 KB
master SendReceive netcoreapp3.1 1.73μs 1.11ns 4.29ns 0.0148 0 0 1.14 KB
master SendReceive net472 2.18μs 1.52ns 5.7ns 0.183 0 0 1.16 KB
#6524 SendReceive net6.0 1.3μs 0.912ns 3.29ns 0.0159 0 0 1.14 KB
#6524 SendReceive netcoreapp3.1 1.76μs 1.82ns 7.04ns 0.0158 0 0 1.14 KB
#6524 SendReceive net472 2.08μs 1.49ns 5.58ns 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 2.7μs 3.08ns 11.9ns 0.0229 0 0 1.6 KB
master EnrichedLog netcoreapp3.1 3.9μs 2.94ns 11.4ns 0.0214 0 0 1.65 KB
master EnrichedLog net472 4.33μs 1.85ns 6.67ns 0.322 0 0 2.04 KB
#6524 EnrichedLog net6.0 2.65μs 0.726ns 2.72ns 0.0225 0 0 1.6 KB
#6524 EnrichedLog netcoreapp3.1 3.98μs 1.71ns 6.61ns 0.0218 0 0 1.65 KB
#6524 EnrichedLog net472 4.25μs 2.06ns 7.7ns 0.324 0 0 2.04 KB
Benchmarks.Trace.SpanBenchmark - Same speed ✔️ Same allocations ✔️

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master StartFinishSpan net6.0 404ns 0.152ns 0.59ns 0.00821 0 0 576 B
master StartFinishSpan netcoreapp3.1 551ns 0.399ns 1.54ns 0.00772 0 0 576 B
master StartFinishSpan net472 689ns 0.628ns 2.43ns 0.0917 0 0 578 B
master StartFinishScope net6.0 486ns 0.386ns 1.44ns 0.00982 0 0 696 B
master StartFinishScope netcoreapp3.1 717ns 0.597ns 2.31ns 0.00934 0 0 696 B
master StartFinishScope net472 869ns 0.342ns 1.32ns 0.104 0 0 658 B
#6524 StartFinishSpan net6.0 399ns 0.251ns 0.971ns 0.00798 0 0 576 B
#6524 StartFinishSpan netcoreapp3.1 553ns 0.338ns 1.31ns 0.0078 0 0 576 B
#6524 StartFinishSpan net472 684ns 0.446ns 1.73ns 0.0916 0 0 578 B
#6524 StartFinishScope net6.0 474ns 0.248ns 0.928ns 0.00982 0 0 696 B
#6524 StartFinishScope netcoreapp3.1 742ns 0.367ns 1.42ns 0.00928 0 0 696 B
#6524 StartFinishScope net472 852ns 0.605ns 2.34ns 0.104 0 0 658 B
Benchmarks.Trace.TraceAnnotationsBenchmark - Faster 🎉 Same allocations ✔️

Faster 🎉 in #6524

Benchmark base/diff Base Median (ns) Diff Median (ns) Modality
Benchmarks.Trace.TraceAnnotationsBenchmark.RunOnMethodBegin‑netcoreapp3.1 1.129 995.89 881.87

Raw results

Branch Method Toolchain Mean StdError StdDev Gen 0 Gen 1 Gen 2 Allocated
master RunOnMethodBegin net6.0 653ns 0.406ns 1.57ns 0.00984 0 0 696 B
master RunOnMethodBegin netcoreapp3.1 996ns 0.69ns 2.67ns 0.00903 0 0 696 B
master RunOnMethodBegin net472 1.05μs 0.725ns 2.71ns 0.105 0 0 658 B
#6524 RunOnMethodBegin net6.0 601ns 0.266ns 1.03ns 0.00995 0 0 696 B
#6524 RunOnMethodBegin netcoreapp3.1 882ns 0.965ns 3.74ns 0.00925 0 0 696 B
#6524 RunOnMethodBegin net472 1.12μs 1.06ns 4.12ns 0.104 0 0 658 B

Otherwise we run into issues with the multi api build
@andrewlock andrewlock force-pushed the andrew/more-azure-function-futzing branch from 53843db to b730aeb Compare January 10, 2025 10:13
@andrewlock andrewlock changed the title Andrew/more azure function futzing Attempt to fix flakiness in Azure Functions Jan 10, 2025
@andrewlock andrewlock added area:builds project files, build scripts, pipelines, versioning, releases, packages area:test-apps apps used to test integrations labels Jan 10, 2025
@andrewlock andrewlock changed the title Attempt to fix flakiness in Azure Functions Fix flakiness in Azure Functions Jan 10, 2025
@andrewlock andrewlock marked this pull request as ready for review January 10, 2025 12:38
@andrewlock andrewlock requested review from a team as code owners January 10, 2025 12:38
@andrewlock andrewlock merged commit c0b690a into master Jan 10, 2025
74 of 121 checks passed
@andrewlock andrewlock deleted the andrew/more-azure-function-futzing branch January 10, 2025 13:28
@github-actions github-actions bot added this to the vNext-v3 milestone Jan 10, 2025
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