From 6e8c6befa8179a051e8e1dc166d2b944d0fe888f Mon Sep 17 00:00:00 2001 From: Robert Cao <11479329+robcao@users.noreply.github.com> Date: Tue, 3 Sep 2024 13:31:16 -0500 Subject: [PATCH] Add OpenTelemetry Sample (#78) --- Directory.Build.props | 6 +- README.md | 1 + TemporalioSamples.sln | 20 +++- src/Mutex/Program.cs | 8 +- src/OpenTelemetry/Common/Activities.cs | 15 +++ .../Common/MyWorkflow.workflow.cs | 24 ++++ .../CoreSdkForwarding/Program.cs | 95 ++++++++++++++++ src/OpenTelemetry/CoreSdkForwarding/README.md | 41 +++++++ ...les.OpenTelemetry.CoreSdkForwarding.csproj | 15 +++ .../CoreSdkForwarding/metrics-screenshot.png | Bin 0 -> 76465 bytes .../CoreSdkForwarding/tracing-screenshot.png | Bin 0 -> 81073 bytes src/OpenTelemetry/DotNetMetrics/Program.cs | 103 ++++++++++++++++++ src/OpenTelemetry/DotNetMetrics/README.md | 45 ++++++++ ...Samples.OpenTelemetry.DotNetMetrics.csproj | 15 +++ .../client-metrics-screenshot.png | Bin 0 -> 74715 bytes .../DotNetMetrics/tracing-screenshot.png | Bin 0 -> 81073 bytes .../worker-metrics-screenshot.png | Bin 0 -> 87278 bytes src/OpenTelemetry/README.md | 10 ++ src/OpenTelemetry/docker-compose.yaml | 8 ++ 19 files changed, 397 insertions(+), 9 deletions(-) create mode 100644 src/OpenTelemetry/Common/Activities.cs create mode 100644 src/OpenTelemetry/Common/MyWorkflow.workflow.cs create mode 100644 src/OpenTelemetry/CoreSdkForwarding/Program.cs create mode 100644 src/OpenTelemetry/CoreSdkForwarding/README.md create mode 100644 src/OpenTelemetry/CoreSdkForwarding/TemporalioSamples.OpenTelemetry.CoreSdkForwarding.csproj create mode 100644 src/OpenTelemetry/CoreSdkForwarding/metrics-screenshot.png create mode 100644 src/OpenTelemetry/CoreSdkForwarding/tracing-screenshot.png create mode 100644 src/OpenTelemetry/DotNetMetrics/Program.cs create mode 100644 src/OpenTelemetry/DotNetMetrics/README.md create mode 100644 src/OpenTelemetry/DotNetMetrics/TemporalioSamples.OpenTelemetry.DotNetMetrics.csproj create mode 100644 src/OpenTelemetry/DotNetMetrics/client-metrics-screenshot.png create mode 100644 src/OpenTelemetry/DotNetMetrics/tracing-screenshot.png create mode 100644 src/OpenTelemetry/DotNetMetrics/worker-metrics-screenshot.png create mode 100644 src/OpenTelemetry/README.md create mode 100644 src/OpenTelemetry/docker-compose.yaml diff --git a/Directory.Build.props b/Directory.Build.props index 853aa58..2bd770e 100644 --- a/Directory.Build.props +++ b/Directory.Build.props @@ -30,9 +30,9 @@ - - - + + + \ No newline at end of file diff --git a/README.md b/README.md index 5411f17..8e1d072 100644 --- a/README.md +++ b/README.md @@ -23,6 +23,7 @@ Prerequisites: * [DependencyInjection](src/DependencyInjection) - How to inject dependencies in activities and use generic hosts for workers * [Encryption](src/Encryption) - End-to-end encryption with Temporal payload codecs. * [Mutex](src/Mutex) - How to implement a mutex as a workflow. Demonstrates how to avoid race conditions or parallel mutually exclusive operations on the same resource. +* [OpenTelemetry](src/OpenTelemetry) - Demonstrates how to set up OpenTelemetry tracing and metrics for both the client and worker, using both the .NET metrics API and internal forwarding from the Core SDK. * [Patching](src/Patching) - Alter workflows safely with Patch and DeprecatePatch. * [Polling](src/Polling) - Recommended implementation of an activity that needs to periodically poll an external resource waiting its successful completion. * [SafeMessageHandlers](src/SafeMessageHandlers) - Use `Semaphore` to ensure operations are atomically processed in a workflow. diff --git a/TemporalioSamples.sln b/TemporalioSamples.sln index 0f5bfbb..a1a1c4f 100644 --- a/TemporalioSamples.sln +++ b/TemporalioSamples.sln @@ -51,9 +51,13 @@ Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "TemporalioSamples.Mutex", " EndProject Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "TemporalioSamples.Saga", "src\Saga\TemporalioSamples.Saga.csproj", "{B79F07F7-3429-4C58-84C3-08587F748B2D}" EndProject -Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "TemporalioSamples.WorkflowUpdate", "src\WorkflowUpdate\TemporalioSamples.WorkflowUpdate.csproj", "{B3DB7B8C-7BD3-4A53-A809-AB6279B1A630}" +Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "TemporalioSamples.WorkflowUpdate", "src\WorkflowUpdate\TemporalioSamples.WorkflowUpdate.csproj", "{B3DB7B8C-7BD3-4A53-A809-AB6279B1A630}" EndProject -Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "TemporalioSamples.ContextPropagation", "src\ContextPropagation\TemporalioSamples.ContextPropagation.csproj", "{7B797D20-485F-441D-8E71-AF7E315FA9CF}" +Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "TemporalioSamples.ContextPropagation", "src\ContextPropagation\TemporalioSamples.ContextPropagation.csproj", "{7B797D20-485F-441D-8E71-AF7E315FA9CF}" +EndProject +Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "TemporalioSamples.OpenTelemetry.DotNetMetrics", "src\OpenTelemetry\DotNetMetrics\TemporalioSamples.OpenTelemetry.DotNetMetrics.csproj", "{6E32CC8F-7008-42A5-96A7-F182B9A6DC03}" +EndProject +Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "TemporalioSamples.OpenTelemetry.CoreSdkForwarding", "src\OpenTelemetry\CoreSdkForwarding\TemporalioSamples.OpenTelemetry.CoreSdkForwarding.csproj", "{785AA9A8-C440-4A62-B778-FD52423A6EDF}" EndProject Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "TemporalioSamples.SafeMessageHandlers", "src\SafeMessageHandlers\TemporalioSamples.SafeMessageHandlers.csproj", "{FAF5984A-5B1C-4686-B056-A4F2AC0E8EB7}" EndProject @@ -165,6 +169,18 @@ Global {7B797D20-485F-441D-8E71-AF7E315FA9CF}.Debug|Any CPU.Build.0 = Debug|Any CPU {7B797D20-485F-441D-8E71-AF7E315FA9CF}.Release|Any CPU.ActiveCfg = Release|Any CPU {7B797D20-485F-441D-8E71-AF7E315FA9CF}.Release|Any CPU.Build.0 = Release|Any CPU + {CDFAD7B0-FC43-4ECD-9E36-1023322294C9}.Debug|Any CPU.ActiveCfg = Debug|Any CPU + {CDFAD7B0-FC43-4ECD-9E36-1023322294C9}.Debug|Any CPU.Build.0 = Debug|Any CPU + {CDFAD7B0-FC43-4ECD-9E36-1023322294C9}.Release|Any CPU.ActiveCfg = Release|Any CPU + {CDFAD7B0-FC43-4ECD-9E36-1023322294C9}.Release|Any CPU.Build.0 = Release|Any CPU + {6E32CC8F-7008-42A5-96A7-F182B9A6DC03}.Debug|Any CPU.ActiveCfg = Debug|Any CPU + {6E32CC8F-7008-42A5-96A7-F182B9A6DC03}.Debug|Any CPU.Build.0 = Debug|Any CPU + {6E32CC8F-7008-42A5-96A7-F182B9A6DC03}.Release|Any CPU.ActiveCfg = Release|Any CPU + {6E32CC8F-7008-42A5-96A7-F182B9A6DC03}.Release|Any CPU.Build.0 = Release|Any CPU + {785AA9A8-C440-4A62-B778-FD52423A6EDF}.Debug|Any CPU.ActiveCfg = Debug|Any CPU + {785AA9A8-C440-4A62-B778-FD52423A6EDF}.Debug|Any CPU.Build.0 = Debug|Any CPU + {785AA9A8-C440-4A62-B778-FD52423A6EDF}.Release|Any CPU.ActiveCfg = Release|Any CPU + {785AA9A8-C440-4A62-B778-FD52423A6EDF}.Release|Any CPU.Build.0 = Release|Any CPU {FAF5984A-5B1C-4686-B056-A4F2AC0E8EB7}.Debug|Any CPU.ActiveCfg = Debug|Any CPU {FAF5984A-5B1C-4686-B056-A4F2AC0E8EB7}.Debug|Any CPU.Build.0 = Debug|Any CPU {FAF5984A-5B1C-4686-B056-A4F2AC0E8EB7}.Release|Any CPU.ActiveCfg = Release|Any CPU diff --git a/src/Mutex/Program.cs b/src/Mutex/Program.cs index 5938215..3a3878f 100644 --- a/src/Mutex/Program.cs +++ b/src/Mutex/Program.cs @@ -39,13 +39,13 @@ async Task RunWorkerAsync() } } -async Task ExecuteWorkflowsWithMutex(string resourceId) +async Task ExecuteWorkflowsWithMutexAsync(string resourceId) { - await Task.WhenAll(Execute(), Execute()); + await Task.WhenAll(ExecuteAsync(), ExecuteAsync()); return; - async Task Execute() + async Task ExecuteAsync() { var workflowId = "test-" + Guid.NewGuid(); Console.WriteLine($"Starting test workflow with id '{workflowId}'. Connecting to lock workflow '{resourceId}'"); @@ -68,7 +68,7 @@ async Task Execute() await RunWorkerAsync(); break; case "workflow": - await ExecuteWorkflowsWithMutex(args.ElementAtOrDefault(1) ?? "locked-resource-id"); + await ExecuteWorkflowsWithMutexAsync(args.ElementAtOrDefault(1) ?? "locked-resource-id"); break; default: throw new ArgumentException("Must pass 'worker' or 'workflow' as the first argument"); diff --git a/src/OpenTelemetry/Common/Activities.cs b/src/OpenTelemetry/Common/Activities.cs new file mode 100644 index 0000000..7ed9c36 --- /dev/null +++ b/src/OpenTelemetry/Common/Activities.cs @@ -0,0 +1,15 @@ +using Microsoft.Extensions.Logging; +using Temporalio.Activities; + +namespace TemporalioSamples.OpenTelemetry.Common; + +public static class Activities +{ + [Activity] + public static void MyActivity(string input) + { + ActivityExecutionContext.Current.Logger.LogInformation("Executing activity for OpenTelemetry sample."); + + ActivityExecutionContext.Current.MetricMeter.CreateCounter("my-activity-counter", description: "Counter used to instrument an activity.").Add(123); + } +} diff --git a/src/OpenTelemetry/Common/MyWorkflow.workflow.cs b/src/OpenTelemetry/Common/MyWorkflow.workflow.cs new file mode 100644 index 0000000..62c7ea1 --- /dev/null +++ b/src/OpenTelemetry/Common/MyWorkflow.workflow.cs @@ -0,0 +1,24 @@ +namespace TemporalioSamples.OpenTelemetry.Common; + +using Microsoft.Extensions.Logging; +using Temporalio.Workflows; + +[Workflow] +public class MyWorkflow +{ + [WorkflowRun] + public async Task RunAsync() + { + Workflow.Logger.LogInformation("Running workflow {WorkflowId}.", Workflow.Info.WorkflowId); + + Workflow.MetricMeter.CreateCounter("my-workflow-counter", description: "Replay-safe counter for instrumentation inside a workflow.").Add(123); + await Workflow.ExecuteActivityAsync( + () => Activities.MyActivity("input"), + new() + { + StartToCloseTimeout = TimeSpan.FromMinutes(5), + }); + + return "complete!"; + } +} \ No newline at end of file diff --git a/src/OpenTelemetry/CoreSdkForwarding/Program.cs b/src/OpenTelemetry/CoreSdkForwarding/Program.cs new file mode 100644 index 0000000..6166ce4 --- /dev/null +++ b/src/OpenTelemetry/CoreSdkForwarding/Program.cs @@ -0,0 +1,95 @@ +using Microsoft.Extensions.Logging; +using OpenTelemetry; +using OpenTelemetry.Metrics; +using OpenTelemetry.Resources; +using OpenTelemetry.Trace; +using Temporalio.Client; +using Temporalio.Extensions.OpenTelemetry; +using Temporalio.Runtime; +using Temporalio.Worker; +using TemporalioSamples.OpenTelemetry.Common; + +var assemblyName = typeof(TemporalClient).Assembly.GetName(); + +var instanceId = args.ElementAtOrDefault(0) ?? throw new ArgumentException("Must pass 'worker' or 'workflow' as the single argument"); + +var resourceBuilder = ResourceBuilder. + CreateDefault(). + AddService("TemporalioSamples.OpenTelemetry", serviceInstanceId: instanceId); + +using var tracerProvider = Sdk. + CreateTracerProviderBuilder(). + SetResourceBuilder(resourceBuilder). + AddSource(TracingInterceptor.ClientSource.Name, TracingInterceptor.WorkflowsSource.Name, TracingInterceptor.ActivitiesSource.Name). + AddOtlpExporter(). + Build(); + +// Create a client to localhost on default namespace +var client = await TemporalClient.ConnectAsync(new("localhost:7233") +{ + LoggerFactory = LoggerFactory.Create(builder => + builder. + AddSimpleConsole(options => options.TimestampFormat = "[HH:mm:ss] "). + SetMinimumLevel(LogLevel.Information)), + Interceptors = new[] { new TracingInterceptor() }, + Runtime = new TemporalRuntime(new TemporalRuntimeOptions() + { + Telemetry = new TelemetryOptions() + { + Metrics = new MetricsOptions() + { + OpenTelemetry = new OpenTelemetryOptions() + { + Url = new Uri("http://localhost:4317"), + }, + }, + }, + }), +}); + +async Task RunWorkerAsync() +{ + // Cancellation token cancelled on ctrl+c + using var tokenSource = new CancellationTokenSource(); + Console.CancelKeyPress += (_, eventArgs) => + { + tokenSource.Cancel(); + eventArgs.Cancel = true; + }; + + // Run worker until cancelled + Console.WriteLine("Running worker"); + using var worker = new TemporalWorker( + client, + new TemporalWorkerOptions(taskQueue: "opentelemetry-sample-core-sdk-forwarding"). + AddWorkflow(). + AddActivity(Activities.MyActivity)); + try + { + await worker.ExecuteAsync(tokenSource.Token); + } + catch (OperationCanceledException) + { + Console.WriteLine("Worker cancelled"); + } +} + +async Task ExecuteWorkflowAsync() +{ + Console.WriteLine("Executing workflow"); + await client.ExecuteWorkflowAsync( + (MyWorkflow wf) => wf.RunAsync(), + new(id: "opentelemetry-sample-core-sdk-workflow-id", taskQueue: "opentelemetry-sample-core-sdk-forwarding")); +} + +switch (args.ElementAtOrDefault(0)) +{ + case "worker": + await RunWorkerAsync(); + break; + case "workflow": + await ExecuteWorkflowAsync(); + break; + default: + throw new ArgumentException("Must pass 'worker' or 'workflow' as the single argument"); +} \ No newline at end of file diff --git a/src/OpenTelemetry/CoreSdkForwarding/README.md b/src/OpenTelemetry/CoreSdkForwarding/README.md new file mode 100644 index 0000000..c7286af --- /dev/null +++ b/src/OpenTelemetry/CoreSdkForwarding/README.md @@ -0,0 +1,41 @@ +# OpenTelemetry - .Core SDK Forwarding + +This sample shows how to configure the SDK to forward metrics from the Core SDK. + +The main advantage over using .NET metrics is simplicity. + +This sample also shows how to configure custom metrics from both an activity and a workflow in a replay-safe manner. + +To run, first see [README.md](../../../README.md) for prerequisites. + +Then, run the following from [one directory up ](../docker-compose.yaml) to start the .NET Aspire Dashboard which will collect telemetry. The dashboard UI is available at http://localhost:18888. + + docker compose up + +Then, run the following from this directory in a separate terminal to start the worker: + + dotnet run worker + +Then in another terminal, run the workflow from this directory: + + dotnet run workflow + +The workflow will complete. + +## Traces + +Traces can be viewed at http://localhost:18888/traces. + +You can select either `worker` or `workflow` for traces; both should show the same trace. The workflow should appear and when clicked, may look something like: + +![Tracing Screenshot](tracing-screenshot.png) + +## Metrics + +Metrics can be viewed by clicking the metrics tab on the dashboard. + +Select `temporal-core-sdk`. + +All metrics emitted by the Core SDK will be shown. It may look something like: + +![Metrics Screenshot](metrics-screenshot.png) diff --git a/src/OpenTelemetry/CoreSdkForwarding/TemporalioSamples.OpenTelemetry.CoreSdkForwarding.csproj b/src/OpenTelemetry/CoreSdkForwarding/TemporalioSamples.OpenTelemetry.CoreSdkForwarding.csproj new file mode 100644 index 0000000..88089f4 --- /dev/null +++ b/src/OpenTelemetry/CoreSdkForwarding/TemporalioSamples.OpenTelemetry.CoreSdkForwarding.csproj @@ -0,0 +1,15 @@ + + + + Exe + + + + + + + + + + + diff --git a/src/OpenTelemetry/CoreSdkForwarding/metrics-screenshot.png b/src/OpenTelemetry/CoreSdkForwarding/metrics-screenshot.png new file mode 100644 index 0000000000000000000000000000000000000000..279d02566fc879c91ae19de26a08897af2a3c50e GIT binary patch literal 76465 zcmd43cU05M_cn?Rjs-c&QIsN9^oW2;6GF2fDov>Z0wPjFlMq4+QBe>PVxdFmJrrpP zC4h*4QW9zqLI{cwNJs*NBtS^=#&f>M^SyW7`}^Zv_uh49Ey9|7J~OjtX3w5I&$B17 zx6O>icS-LO5fKr;dE=Ueh=?ddL}Z)oZ=%9))ayRNg#WgHER3#*RAOZpgqiIgmrXB= zh*ZOOZ@TOd=643%umg#RoSgspx8yAcX=D1 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+var assemblyName = typeof(TemporalClient).Assembly.GetName(); + +using var meter = new Meter(assemblyName.Name!, assemblyName.Version!.ToString()); + +var instanceId = args.ElementAtOrDefault(0) ?? throw new ArgumentException("Must pass 'worker' or 'workflow' as the single argument"); + +var resourceBuilder = ResourceBuilder. + CreateDefault(). + AddService("TemporalioSamples.OpenTelemetry", serviceInstanceId: instanceId); + +using var tracerProvider = Sdk. + CreateTracerProviderBuilder(). + SetResourceBuilder(resourceBuilder). + AddSource(TracingInterceptor.ClientSource.Name, TracingInterceptor.WorkflowsSource.Name, TracingInterceptor.ActivitiesSource.Name). + AddOtlpExporter(). + Build(); + +using var meterProvider = Sdk. + CreateMeterProviderBuilder(). + SetResourceBuilder(resourceBuilder). + AddMeter(assemblyName.Name!). + AddOtlpExporter(). + Build(); + +// Create a client to localhost on default namespace +var client = await TemporalClient.ConnectAsync(new("localhost:7233") +{ + LoggerFactory = LoggerFactory.Create(builder => + builder. + AddSimpleConsole(options => options.TimestampFormat = "[HH:mm:ss] "). + SetMinimumLevel(LogLevel.Information)), + Interceptors = new[] { new TracingInterceptor() }, + Runtime = new TemporalRuntime(new TemporalRuntimeOptions() + { + Telemetry = new TelemetryOptions() + { + Metrics = new MetricsOptions() + { + CustomMetricMeter = new CustomMetricMeter(meter), + }, + }, + }), +}); + +async Task RunWorkerAsync() +{ + // Cancellation token cancelled on ctrl+c + using var tokenSource = new CancellationTokenSource(); + Console.CancelKeyPress += (_, eventArgs) => + { + tokenSource.Cancel(); + eventArgs.Cancel = true; + }; + + // Run worker until cancelled + Console.WriteLine("Running worker"); + using var worker = new TemporalWorker( + client, + new TemporalWorkerOptions(taskQueue: "opentelemetry-sample-dotnet-metrics"). + AddWorkflow(). + AddActivity(Activities.MyActivity)); + try + { + await worker.ExecuteAsync(tokenSource.Token); + } + catch (OperationCanceledException) + { + Console.WriteLine("Worker cancelled"); + } +} + +async Task ExecuteWorkflowAsync() +{ + Console.WriteLine("Executing workflow"); + await client.ExecuteWorkflowAsync( + (MyWorkflow wf) => wf.RunAsync(), + new(id: "opentelemetry-sample-dotnet-workflow-id", taskQueue: "opentelemetry-sample-dotnet-metrics")); +} + +switch (args.ElementAtOrDefault(0)) +{ + case "worker": + await RunWorkerAsync(); + break; + case "workflow": + await ExecuteWorkflowAsync(); + break; + default: + throw new ArgumentException("Must pass 'worker' or 'workflow' as the single argument"); +} \ No newline at end of file diff --git a/src/OpenTelemetry/DotNetMetrics/README.md b/src/OpenTelemetry/DotNetMetrics/README.md new file mode 100644 index 0000000..67d7ed1 --- /dev/null +++ b/src/OpenTelemetry/DotNetMetrics/README.md @@ -0,0 +1,45 @@ +# OpenTelemetry - .NET Metrics + +This sample shows how to configure OpenTelemetry to capture workflow traces and SDK metrics using the .NET metrics API. + +The main advantage over forwarding metrics directly from the Core SDK is greater customizability; as an example, tags can be re-named as needed, or the metrics can be processed/exported consistently with other .NET code. + +This sample also shows how to configure custom metrics from both an activity and a workflow in a replay-safe manner. + +To run, first see [README.md](../../../README.md) for prerequisites. + +Then, run the following from [one directory up ](../docker-compose.yaml) to start the .NET Aspire Dashboard which will collect telemetry. The dashboard UI is available at http://localhost:18888. + + docker compose up + +Then, run the following from this directory in a separate terminal to start the worker: + + dotnet run worker + +Then in another terminal, run the workflow from this directory: + + dotnet run workflow + +The workflow will complete. + +## Traces + +Traces can be viewed at http://localhost:18888/traces. + +You can select either `worker` or `workflow` for traces; both should show the same trace. The workflow should appear and when clicked, may look something like: + +![Tracing Screenshot](tracing-screenshot.png) + +## Metrics + +Metrics can be viewed by clicking the metrics tab on the dashboard. + +Similar to traces, you can select either `worker` or `workflow`. + +`worker` will show the metrics emitted by the worker. It may look something like: + +![Worker Metrics Screenshot](worker-metrics-screenshot.png) + +`workflow` will show the metrics emitted by the client. It may look something like: + +![Client Metrics Screenshot](client-metrics-screenshot.png) diff --git a/src/OpenTelemetry/DotNetMetrics/TemporalioSamples.OpenTelemetry.DotNetMetrics.csproj b/src/OpenTelemetry/DotNetMetrics/TemporalioSamples.OpenTelemetry.DotNetMetrics.csproj new file mode 100644 index 0000000..88089f4 --- /dev/null +++ b/src/OpenTelemetry/DotNetMetrics/TemporalioSamples.OpenTelemetry.DotNetMetrics.csproj @@ -0,0 +1,15 @@ + + + + Exe + + + + + + + + + + + diff --git a/src/OpenTelemetry/DotNetMetrics/client-metrics-screenshot.png b/src/OpenTelemetry/DotNetMetrics/client-metrics-screenshot.png new file mode 100644 index 0000000000000000000000000000000000000000..5fa4a3164aad71f8f48a03333eec379d444f1356 GIT binary patch literal 74715 zcmcG$cT`hb`!0&2SP)TBQ7LwmE+W0e1}MEFB?Lu!mCyr3Kw*ml(o2AdQl$5iP!$2G zp@$F>nuHoc4-k^v<^F!#{hj;Qy=R=W#t_FOYt76#*E`?xJkR8vuC^M-@k_^9SXelo zK6$Lq!g2)4!oq5JlnwYzp4<^{;J*VK;w|z1FZ)vEM?K``_B&p?PKmw 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