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Added Dapr Conversation .NET Quickstart #1133
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42a99c2
add python-sdk in cryptography (#1093)
KentHsu f1cea98
Added conversation project + README
WhitWaldo e8d43c6
Merge branch 'release-1.15' into conversation-dotnet
WhitWaldo 9b16a3b
Opting to support .NET 8
WhitWaldo d35dc73
Merge remote-tracking branch 'origin/conversation-dotnet' into conver…
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| apiVersion: dapr.io/v1alpha1 | ||
| kind: Component | ||
| metadata: | ||
| name: conversation | ||
| spec: | ||
| type: conversation.anthropic | ||
| version: v1 | ||
| metadata: | ||
| - name: key | ||
| secretKeyRef: | ||
| name: anthropic | ||
| key: anthropic | ||
| auth: | ||
| secretStore: envvar-secrets |
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| apiVersion: dapr.io/v1alpha1 | ||
| kind: Component | ||
| metadata: | ||
| name: envvar-secrets | ||
| spec: | ||
| type: secretstores.local.env | ||
| version: v1 | ||
| metadata: | ||
| - name: anthropic | ||
| value: anthropic |
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| # Dapr Conversation API | ||
|
|
||
| In this quickstart, you'll create a microservice that demonstrates how the Conversation API can be readily utilized in | ||
| a .NET application. The microservice will send a prompt to the configured Conversation component and write | ||
| out the response to the console. | ||
|
|
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| Visit [this link](https://docs.dapr.io/developing-applications/building-blocks/conversation/conversation-overview/) for | ||
| more information about the Dapr Conversation API. | ||
|
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| ## Configure your environment variables | ||
| This quickstart utilizes Anthropic's LLM which means you will need an API key in order to communicate with their service. | ||
| It needs to be saved to your computer as an environment variable called "anthropic" so Dapr can read it when it launches. | ||
|
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| ## Run the quickstart | ||
| 1. Open a new terminal window and launch the conversation service with the following command: | ||
|
|
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| <!-- STEP | ||
| name: Run conversation service | ||
| expected_stdout_lines: | ||
| - 'Starting Dapr with id conversation. HTTP Port:' | ||
| - 'Updating metadata for app command: dotnet run' | ||
| - 'You're up and running! Both Dapr and your app logs will appear here.' | ||
| - '== APP == Sent prompt to conversation API: 'Please write a witty sonnet about the Dapr distributed programming framework at dapr.io'' | ||
| - '== APP == Received message from the conversation API:' | ||
| - 'Exited App successfully' | ||
| output_match_mode: substring | ||
| match_order: none | ||
| background: true | ||
| sleep: 15 | ||
| timeout_seconds: 45 | ||
| --> | ||
|
|
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| ```bash | ||
| dapr run --app-id conversation --resources-path "../../../components/" -- dotnet run | ||
| ``` | ||
|
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| The terminal console should show standard startup logs followed by your application output similar to the following: | ||
|
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| ```text | ||
| Starting Dapr with id conversation. HTTP Port: 50114. gRPC Port: 50115 | ||
| Checking if Dapr sidecar is listening on HTTP port 50114 | ||
| Flag --dapr-http-max-request-size has been deprecated, use '--max-body-size 4Mi' | ||
| Flag --dapr-http-read-buffer-size has been deprecated, use '--read-buffer-size 4Ki' | ||
| time="2025-01-15T22:36:02.9765783-06:00" level=info msg="Starting Dapr Runtime -- version 1.15.0-rc.1 -- commit fdd642e96ac06163b30ef1db751a403351887dc9" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:02.9766089-06:00" level=info msg="Log level set to: info" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:02.9766089-06:00" level=warning msg="mTLS is disabled. Skipping certificate request and tls validation" app_id=conversation instance=Incubus scope=dapr.runtime.security type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:02.978407-06:00" level=info msg="metric spec: {\"enabled\":true}" app_id=conversation instance=Incubus scope=dapr.runtime.diagnostics type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:02.9789532-06:00" level=info msg="Using default latency distribution buckets: [1 2 3 4 5 6 8 10 13 16 20 25 30 40 50 65 80 100 130 160 200 250 300 400 500 650 800 1000 2000 5000 10000 20000 50000 100000]" app_id=conversation instance=Incubus scope=dapr.runtime.diagnostics type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:02.9789532-06:00" level=warning msg="The default value for 'spec.metric.http.increasedCardinality' will change to 'false' in Dapr 1.15 or later" app_id=conversation instance=Incubus scope=dapr.runtime.diagnostics type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:02.9800144-06:00" level=info msg="standalone mode configured" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:02.9800144-06:00" level=info msg="app id: conversation" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:02.9805429-06:00" level=info msg="Scheduler client initialized for address: localhost:6060" app_id=conversation instance=Incubus scope=dapr.runtime.scheduler.clients type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:02.9805429-06:00" level=info msg="Scheduler clients initialized" app_id=conversation instance=Incubus scope=dapr.runtime.scheduler.clients type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:02.9805429-06:00" level=info msg="Dapr trace sampler initialized: ParentBased{root:AlwaysOnSampler,remoteParentSampled:AlwaysOnSampler,remoteParentNotSampled:AlwaysOffSampler,localParentSampled:AlwaysOnSampler,localParentNotSampled:AlwaysOffSampler}" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:02.9805429-06:00" level=info msg="metrics server started on :50116/" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0167375-06:00" level=info msg="local service entry announced: conversation -> 192.168.2.38:50117" app_id=conversation component="nr (mdns/v1)" instance=Incubus scope=dapr.contrib type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0167375-06:00" level=info msg="Initialized name resolution to mdns" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0172676-06:00" level=info msg="Loading components…" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0189224-06:00" level=info msg="Component loaded: envvar-secrets (secretstores.local.env/v1)" app_id=conversation instance=Incubus scope=dapr.runtime.processor type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0191094-06:00" level=info msg="Waiting for all outstanding components to be processed…" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0191094-06:00" level=info msg="Component loaded: conversation (conversation.anthropic/v1)" app_id=conversation instance=Incubus scope=dapr.runtime.processor type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.019644-06:00" level=info msg="All outstanding components processed" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.019644-06:00" level=info msg="Loading endpoints…" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0208068-06:00" level=info msg="Waiting for all outstanding http endpoints to be processed…" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0213546-06:00" level=info msg="All outstanding http endpoints processed" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0213546-06:00" level=info msg="Loading Declarative Subscriptions…" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0226565-06:00" level=warning msg="App channel is not initialized. Did you configure an app-port?" app_id=conversation instance=Incubus scope=dapr.runtime.channels type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0226565-06:00" level=info msg="gRPC server listening on TCP address: :50115" app_id=conversation instance=Incubus scope=dapr.runtime.grpc.api type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0226565-06:00" level=info msg="Enabled gRPC tracing middleware" app_id=conversation instance=Incubus scope=dapr.runtime.grpc.api type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0235109-06:00" level=info msg="Enabled gRPC metrics middleware" app_id=conversation instance=Incubus scope=dapr.runtime.grpc.api type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0235109-06:00" level=info msg="Registering workflow engine for gRPC endpoint: [::]:50115" app_id=conversation instance=Incubus scope=dapr.runtime.grpc.api type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0235109-06:00" level=info msg="API gRPC server is running on port 50115" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0235109-06:00" level=warning msg="The default value for 'spec.metric.http.increasedCardinality' will change to 'false' in Dapr 1.15 or later" app_id=conversation instance=Incubus scope=dapr.runtime.http type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0240603-06:00" level=info msg="Enabled max body size HTTP middleware with size 4194304 bytes" app_id=conversation instance=Incubus scope=dapr.runtime.http type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0240603-06:00" level=info msg="Enabled tracing HTTP middleware" app_id=conversation instance=Incubus scope=dapr.runtime.http type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0240603-06:00" level=info msg="Enabled metrics HTTP middleware" app_id=conversation instance=Incubus scope=dapr.runtime.http type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0245915-06:00" level=info msg="HTTP server listening on TCP address: :50114" app_id=conversation instance=Incubus scope=dapr.runtime.http type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0251323-06:00" level=info msg="HTTP server is running on port 50114" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0251323-06:00" level=info msg="The request body size parameter is: 4194304 bytes" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0251323-06:00" level=info msg="gRPC server listening on TCP address: :50117" app_id=conversation instance=Incubus scope=dapr.runtime.grpc.internal type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0251323-06:00" level=info msg="Enabled gRPC tracing middleware" app_id=conversation instance=Incubus scope=dapr.runtime.grpc.internal type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0256733-06:00" level=info msg="Enabled gRPC metrics middleware" app_id=conversation instance=Incubus scope=dapr.runtime.grpc.internal type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0256733-06:00" level=info msg="Internal gRPC server is running on :50117" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0263598-06:00" level=info msg="actors: state store is not configured - this is okay for clients but services with hosted actors will fail to initialize!" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0264931-06:00" level=info msg="Configuring actors placement provider 'placement'. Configuration: 'placement:localhost:6050'" app_id=conversation instance=Incubus scope=dapr.runtime.actor type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0270241-06:00" level=info msg="Configuring actor reminders provider 'default'. Configuration: ''" app_id=conversation instance=Incubus scope=dapr.runtime.actor type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0270241-06:00" level=info msg="Actor runtime started. Idle timeout: 1h0m0s" app_id=conversation instance=Incubus scope=dapr.runtime.actor type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0270241-06:00" level=info msg="Configuring workflow engine with actors backend" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0270241-06:00" level=info msg="Registering component for dapr workflow engine..." app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0270241-06:00" level=info msg="Initializing Dapr workflow component" app_id=conversation component="dapr (workflow.dapr/v1)" instance=Incubus scope=dapr.contrib type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.027554-06:00" level=info msg="Workflow engine initialized." app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.027554-06:00" level=info msg="dapr initialized. Status: Running. Init Elapsed 47ms" app_id=conversation instance=Incubus scope=dapr.runtime type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.027554-06:00" level=info msg="Scheduler stream connected" app_id=conversation instance=Incubus scope=dapr.runtime.scheduler type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.0676801-06:00" level=info msg="Actor API level in the cluster has been updated to 10" app_id=conversation instance=Incubus scope=dapr.runtime.actor type=log ver=1.15.0-rc.1 | ||
| time="2025-01-15T22:36:03.068233-06:00" level=info msg="Placement tables updated, version: 10" app_id=conversation instance=Incubus scope=dapr.runtime.actors.placement type=log ver=1.15.0-rc.1 | ||
| Checking if Dapr sidecar is listening on GRPC port 50115 | ||
| Dapr sidecar is up and running. | ||
| Updating metadata for appPID: 50124 | ||
| Updating metadata for app command: dotnet run | ||
| You're up and running! Both Dapr and your app logs will appear here. | ||
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| == APP == info: System.Net.Http.HttpClient.Default.LogicalHandler[100] | ||
| == APP == Start processing HTTP request POST http://localhost:50115/dapr.proto.runtime.v1.Dapr/ConverseAlpha1 | ||
| == APP == info: System.Net.Http.HttpClient.Default.ClientHandler[100] | ||
| == APP == Sending HTTP request POST http://localhost:50115/dapr.proto.runtime.v1.Dapr/ConverseAlpha1 | ||
| == APP == info: System.Net.Http.HttpClient.Default.ClientHandler[101] | ||
| == APP == Received HTTP response headers after 3241.804ms - 200 | ||
| == APP == info: System.Net.Http.HttpClient.Default.LogicalHandler[101] | ||
| == APP == End processing HTTP request after 3260.3206ms - 200 | ||
| == APP == info: Program[1330097018] | ||
| == APP == Sent prompt to conversation API: 'Please write a witty sonnet about the Dapr distributed programming framework at dapr.io' | ||
| == APP == info: Program[1283986522] | ||
| == APP == Received message from the conversation API: 'Here's a witty sonnet about the Dapr distributed programming framework: | ||
| == APP == | ||
| == APP == O Dapr, thou art a framework most divine, | ||
| == APP == Distributed apps, thy specialty so fine. | ||
| == APP == With microservices, thou dost unite, | ||
| == APP == And make cloud-native dreams take flight. | ||
| == APP == | ||
| == APP == Thy building blocks, like stars in cosmic dance, | ||
| == APP == State management, pub/sub, and more enhance. | ||
| == APP == Polyglot and platform-agnostic too, | ||
| == APP == Developers swoon, their hearts you woo. | ||
| == APP == | ||
| == APP == From Kubernetes to edge, you scale with ease, | ||
| == APP == Your sidecar pattern doth the experts please. | ||
| == APP == Open-source and loved by geeks galore, | ||
| == APP == At dapr.io, they come to explore. | ||
| == APP == | ||
| == APP == Though some may mock my verse as quite absurd, | ||
| == APP == I say Dapr's praises must be heard! | ||
| == APP == ' | ||
| Exited App successfully | ||
|
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| terminated signal received: shutting down | ||
| Exited Dapr successfully | ||
| ``` |
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| using System.Text; | ||
| using Dapr.AI.Conversation; | ||
| using Dapr.AI.Conversation.Extensions; | ||
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| var builder = WebApplication.CreateBuilder(args); | ||
| builder.Services.AddDaprConversationClient(); | ||
| var app = builder.Build(); | ||
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| var conversationClient = app.Services.GetRequiredService<DaprConversationClient>(); | ||
| var logger = app.Services.GetRequiredService<ILogger<Program>>(); | ||
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| const string prompt = "Please write a witty sonnet about the Dapr distributed programming framework at dapr.io"; | ||
| var response = await conversationClient.ConverseAsync("conversation", | ||
| [new(prompt, DaprConversationRole.Generic)]); | ||
| Log.LogRequest(logger, prompt); | ||
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| var stringBuilder = new StringBuilder(); | ||
| foreach (var resp in response.Outputs) | ||
| { | ||
| stringBuilder.AppendLine(resp.Result); | ||
| } | ||
| Log.LogResponse(logger, stringBuilder.ToString()); | ||
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| static partial class Log | ||
| { | ||
| [LoggerMessage(LogLevel.Information, "Sent prompt to conversation API: '{message}'")] | ||
| internal static partial void LogRequest(ILogger logger, string message); | ||
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| [LoggerMessage(LogLevel.Information, "Received message from the conversation API: '{message}'")] | ||
| internal static partial void LogResponse(ILogger logger, string message); | ||
| } |
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| <Project Sdk="Microsoft.NET.Sdk.Web"> | ||
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| <PropertyGroup> | ||
| <OutputType>Exe</OutputType> | ||
| <TargetFramework>net9.0</TargetFramework> | ||
| <ImplicitUsings>enable</ImplicitUsings> | ||
| <Nullable>enable</Nullable> | ||
| </PropertyGroup> | ||
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| <ItemGroup> | ||
| <PackageReference Include="Dapr.AI" Version="1.15.0-rc02" /> | ||
| </ItemGroup> | ||
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| </Project> | ||
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| include ../../../docker.mk | ||
| include ../../../validate.mk |
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| # Dapr cryptography (Dapr SDK) | ||
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| In this quickstart, you'll create an application that encrypts, and then decrypts, data using the Dapr cryptography APIs (high-level). We will: | ||
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| - Encrypt and then decrypt a short string, reading the result in-memory | ||
| - Encrypt and then decrypt a large file, storing the encrypted and decrypted data to files | ||
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| Visit the documentation to learn more about the [Cryptography building block](https://v1-11.docs.dapr.io/developing-applications/building-blocks/cryptography/) in Dapr. | ||
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| > **Note:** This example uses the Dapr SDK. Using the Dapr SDK, which leverages gRPC internally, is **strongly** recommended when using the high-level cryptography APIs (to encrypt and decrypt messages). | ||
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| This quickstart includes one application: | ||
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| - Python application `crypto-quickstart` | ||
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| ### Run Python service with Dapr | ||
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| > In order to run this sample, make sure that OpenSSL is available on your system. | ||
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| 1. Navigate into the folder with the source code: | ||
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| <!-- STEP | ||
| name: Navigate into folder | ||
| expected_stdout_lines: | ||
| expected_stderr_lines: | ||
| --> | ||
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| ```bash | ||
| cd ./crypto-quickstart | ||
| pip3 install -r requirements.txt | ||
| ``` | ||
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| <!-- END_STEP --> | ||
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| 2. This sample requires a private RSA key and a 256-bit symmetric (AES) key. We will generate them using OpenSSL: | ||
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| <!-- STEP | ||
| name: Generate keys | ||
| working_dir: crypto-quickstart | ||
| expected_stdout_lines: | ||
| expected_stderr_lines: | ||
| --> | ||
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| ```bash | ||
| mkdir -p keys | ||
| # Generate a private RSA key, 4096-bit keys | ||
| openssl genpkey -algorithm RSA -pkeyopt rsa_keygen_bits:4096 -out keys/rsa-private-key.pem | ||
| # Generate a 256-bit key for AES | ||
| openssl rand -out keys/symmetric-key-256 32 | ||
| ``` | ||
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| <!-- END_STEP --> | ||
|
|
||
| 3. Run the Python service app with Dapr: | ||
|
|
||
| <!-- STEP | ||
| name: Run order-processor service | ||
| working_dir: crypto-quickstart | ||
| expected_stdout_lines: | ||
| - '== APP == Encrypted the message, got 856 bytes' | ||
| - '== APP == Decrypted the message, got 24 bytes' | ||
| - '== APP == The secret is "passw0rd"' | ||
| - '== APP == Wrote decrypted data to encrypted.out' | ||
| - '== APP == Wrote decrypted data to decrypted.out.jpg' | ||
| - "Exited App successfully" | ||
| expected_stderr_lines: | ||
| output_match_mode: substring | ||
| --> | ||
|
|
||
| ```bash | ||
| dapr run --app-id crypto-quickstart --resources-path ../../../components/ -- python3 app.py | ||
| ``` | ||
|
|
||
| <!-- END_STEP --> |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,6 @@ | ||
| # Output files | ||
| encrypted.out | ||
| decrypted.out.jpg | ||
|
|
||
| # Generated keys | ||
| keys/ |
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Do we need net 9? I'm thinking we could stay on .NEt 8 because it's LTS, it's on more dev boxes, and that's whats in our test env unless we take action to change the GH actions.
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Could you also please sync to
release-1.15and attempt to get C# checks to pass?There was a problem hiding this comment.
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We can stay on .NET 8 here if you'd like. We've got support for .NET 6, 8 and 9 with 1.15 for all clients except Dapr.Workflow (which supports .NET 7, 8 and 9). Version 1.16 will drop .NET 6 and .NET 7.