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‎.dockerignore

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**/.classpath
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**/.dockerignore
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**/.env
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**/.git
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**/.gitignore
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**/.project
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**/.settings
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**/.toolstarget
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**/.vs
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**/.vscode
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**/*.*proj.user
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**/*.dbmdl
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**/*.jfm
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**/azds.yaml
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**/bin
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**/charts
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**/docker-compose*
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**/Dockerfile*
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**/node_modules
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**/npm-debug.log
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**/obj
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**/secrets.dev.yaml
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**/values.dev.yaml
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LICENSE
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README.md

‎.github/CODE_OF_CONDUCT.md

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# Microsoft Open Source Code of Conduct
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This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/).
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Resources:
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- [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/)
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- [Microsoft Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/)
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- Contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with questions or concerns

‎.github/ISSUE_TEMPLATE.md

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<!--
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IF SUFFICIENT INFORMATION IS NOT PROVIDED VIA THE FOLLOWING TEMPLATE THE ISSUE MIGHT BE CLOSED WITHOUT FURTHER CONSIDERATION OR INVESTIGATION
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-->
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> Please provide us with the following information:
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> ---------------------------------------------------------------
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### This issue is for a: (mark with an `x`)
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```
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- [ ] bug report -> please search issues before submitting
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- [ ] feature request
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- [ ] documentation issue or request
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- [ ] regression (a behavior that used to work and stopped in a new release)
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```
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### Minimal steps to reproduce
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>
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### Any log messages given by the failure
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>
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### Expected/desired behavior
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>
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### OS and Version?
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> Windows 7, 8 or 10. Linux (which distribution). macOS (Yosemite? El Capitan? Sierra?)
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### Versions
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>
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### Mention any other details that might be useful
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> ---------------------------------------------------------------
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> Thanks! We'll be in touch soon.

‎.gitignore

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.azure
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.vs
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*\bin
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*\obj
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*\properties

‎CONTRIBUTING.md

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# Contributing to [project-title]
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This project welcomes contributions and suggestions. Most contributions require you to agree to a
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Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us
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the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.
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When you submit a pull request, a CLA bot will automatically determine whether you need to provide
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a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions
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provided by the bot. You will only need to do this once across all repos using our CLA.
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This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/).
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For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or
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contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additional questions or comments.
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- [Code of Conduct](#coc)
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- [Issues and Bugs](#issue)
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- [Feature Requests](#feature)
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- [Submission Guidelines](#submit)
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## <a name="coc"></a> Code of Conduct
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Help us keep this project open and inclusive. Please read and follow our [Code of Conduct](https://opensource.microsoft.com/codeofconduct/).
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## <a name="issue"></a> Found an Issue?
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If you find a bug in the source code or a mistake in the documentation, you can help us by
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[submitting an issue](#submit-issue) to the GitHub Repository. Even better, you can
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[submit a Pull Request](#submit-pr) with a fix.
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## <a name="feature"></a> Want a Feature?
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You can *request* a new feature by [submitting an issue](#submit-issue) to the GitHub
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Repository. If you would like to *implement* a new feature, please submit an issue with
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a proposal for your work first, to be sure that we can use it.
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* **Small Features** can be crafted and directly [submitted as a Pull Request](#submit-pr).
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## <a name="submit"></a> Submission Guidelines
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### <a name="submit-issue"></a> Submitting an Issue
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Before you submit an issue, search the archive, maybe your question was already answered.
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If your issue appears to be a bug, and hasn't been reported, open a new issue.
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Help us to maximize the effort we can spend fixing issues and adding new
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features, by not reporting duplicate issues. Providing the following information will increase the
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chances of your issue being dealt with quickly:
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* **Overview of the Issue** - if an error is being thrown a non-minified stack trace helps
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* **Version** - what version is affected (e.g. 0.1.2)
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* **Motivation for or Use Case** - explain what are you trying to do and why the current behavior is a bug for you
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* **Browsers and Operating System** - is this a problem with all browsers?
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* **Reproduce the Error** - provide a live example or a unambiguous set of steps
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* **Related Issues** - has a similar issue been reported before?
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* **Suggest a Fix** - if you can't fix the bug yourself, perhaps you can point to what might be
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causing the problem (line of code or commit)
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You can file new issues by providing the above information at the corresponding repository's issues link: https://github.com/[organization-name]/[repository-name]/issues/new].
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### <a name="submit-pr"></a> Submitting a Pull Request (PR)
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Before you submit your Pull Request (PR) consider the following guidelines:
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* Search the repository (https://github.com/[organization-name]/[repository-name]/pulls) for an open or closed PR
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that relates to your submission. You don't want to duplicate effort.
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* Make your changes in a new git fork:
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* Commit your changes using a descriptive commit message
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* Push your fork to GitHub:
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* In GitHub, create a pull request
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* If we suggest changes then:
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* Make the required updates.
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* Rebase your fork and force push to your GitHub repository (this will update your Pull Request):
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```shell
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git rebase master -i
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git push -f
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```
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That's it! Thank you for your contribution!

‎LICENSE.md

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MIT License
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Copyright (c) Microsoft Corporation.
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE

‎OutputCacheDallESample.sln

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Microsoft Visual Studio Solution File, Format Version 12.00
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# Visual Studio Version 17
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VisualStudioVersion = 17.8.34004.107
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MinimumVisualStudioVersion = 10.0.40219.1
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Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "OutputCacheDallESample", "OutputCacheDallESample\OutputCacheDallESample.csproj", "{4EE39425-0641-4865-8472-62D31144525A}"
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EndProject
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Global
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GlobalSection(SolutionConfigurationPlatforms) = preSolution
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Debug|Any CPU = Debug|Any CPU
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Release|Any CPU = Release|Any CPU
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EndGlobalSection
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GlobalSection(ProjectConfigurationPlatforms) = postSolution
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{4EE39425-0641-4865-8472-62D31144525A}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
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{4EE39425-0641-4865-8472-62D31144525A}.Debug|Any CPU.Build.0 = Debug|Any CPU
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{4EE39425-0641-4865-8472-62D31144525A}.Release|Any CPU.ActiveCfg = Release|Any CPU
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{4EE39425-0641-4865-8472-62D31144525A}.Release|Any CPU.Build.0 = Release|Any CPU
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EndGlobalSection
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GlobalSection(SolutionProperties) = preSolution
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HideSolutionNode = FALSE
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EndGlobalSection
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GlobalSection(ExtensibilityGlobals) = postSolution
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SolutionGuid = {D7C6A8A9-50EA-4D7E-A84D-3E3E51BF5A7A}
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EndGlobalSection
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EndGlobal

‎OutputCacheDallESample/Dockerfile

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# See https://aka.ms/customizecontainer to learn how to customize your debug container and how Visual Studio uses this Dockerfile to build your images for faster debugging.
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# This stage is used when running from VS in fast mode (Default for Debug configuration)
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FROM mcr.microsoft.com/dotnet/aspnet:9.0 AS base
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USER $APP_UID
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WORKDIR /app
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EXPOSE 8080
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EXPOSE 8081
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# This stage is used to build the service project
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FROM mcr.microsoft.com/dotnet/sdk:9.0 AS build
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ARG BUILD_CONFIGURATION=Release
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WORKDIR /src
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COPY ["OutputCacheDallESample.csproj", "."]
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RUN dotnet restore "OutputCacheDallESample.csproj"
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COPY . .
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WORKDIR "/src/."
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RUN dotnet build "OutputCacheDallESample.csproj" -c $BUILD_CONFIGURATION -o /app/build
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# This stage is used to publish the service project to be copied to the final stage
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FROM build AS publish
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ARG BUILD_CONFIGURATION=Release
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RUN dotnet publish "OutputCacheDallESample.csproj" -c $BUILD_CONFIGURATION -o /app/publish /p:UseAppHost=false
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# This stage is used in production or when running from VS in regular mode (Default when not using the Debug configuration)
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FROM base AS final
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WORKDIR /app
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COPY --from=publish /app/publish .
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ENTRYPOINT ["dotnet", "OutputCacheDallESample.dll"]

‎OutputCacheDallESample/GenerateImageSC.cs

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using Azure.AI.OpenAI;
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using Azure;
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using Redis.OM;
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using Redis.OM.Vectorizers;
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using Microsoft.AspNetCore.DataProtection.KeyManagement;
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using OpenAI.Images;
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namespace OutputCacheDallESample
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{
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public static class GenerateImageSC
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{
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private static RedisConnectionProvider _provider;
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public static async Task GenerateImageSCAsync(HttpContext context, string _prompt, IConfiguration _config)
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{
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string imageURL;
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string endpoint = _config["AZURE_OPENAI_ENDPOINT"];
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string key = _config["apiKey"];
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_provider = new RedisConnectionProvider(_config["SemanticCacheAzureProvider"]);
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var cache = _provider.AzureOpenAISemanticCache(_config["apiKey"], _config["AOAIResourceName"], _config["AOAIEmbeddingDeploymentName"], 1536);
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if (cache.GetSimilar(_prompt).Length > 0)
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{
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imageURL = cache.GetSimilar(_prompt)[0];
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await context.Response.WriteAsync("<!DOCTYPE html><html><body> " +
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$"<img src=\"{imageURL}\" alt=\"AI Generated Picture {_prompt}\" width=\"460\" height=\"345\">" +
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" </body> </html>");
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}
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else
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{
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AzureOpenAIClient client = new(new Uri(endpoint), new AzureKeyCredential(key));
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ImageClient imageClient = client.GetImageClient("dall-e-3");
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GeneratedImage generatedImage = await imageClient.GenerateImageAsync(_prompt, new ImageGenerationOptions() {
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Size = GeneratedImageSize.W1024xH1024
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});
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// Image Generations responses provide URLs you can use to retrieve requested images
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imageURL = generatedImage.ImageUri.AbsoluteUri;
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await cache.StoreAsync(_prompt, imageURL);
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await context.Response.WriteAsync("<!DOCTYPE html><html><body> " +
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$"<img src=\"{imageURL}\" alt=\"AI Generated Picture {_prompt}\" width=\"460\" height=\"345\">" +
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" </body> </html>");
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}
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}
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}
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}

‎OutputCacheDallESample/GenerateImageSDK.cs

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using Azure.AI.OpenAI;
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using Azure;
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using Microsoft.AspNetCore.DataProtection.KeyManagement;
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using OpenAI.Images;
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namespace OutputCacheDallESample
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{
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public static class GenerateImageSDK
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{
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public static async Task GenerateImageSDKAsync(HttpContext context, string _prompt, IConfiguration _config)
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{
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string endpoint = _config["AZURE_OPENAI_ENDPOINT"];
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string key = _config["apiKey"];
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AzureOpenAIClient client = new(new Uri(endpoint), new AzureKeyCredential(key));
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ImageClient imageClient = client.GetImageClient("dall-e-3");
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GeneratedImage generatedImage = await imageClient.GenerateImageAsync(_prompt, new ImageGenerationOptions()
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{
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Size = GeneratedImageSize.W1024xH1024
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});
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// Image Generations responses provide URLs you can use to retrieve requested images
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string imageURL = generatedImage.ImageUri.AbsoluteUri;
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await context.Response.WriteAsync("<!DOCTYPE html><html><body> " +
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$"<img src=\"{imageURL}\" alt=\"Flowers in Chania\" width=\"460\" height=\"345\">" +
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" </body> </html>");
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}
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}
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}

‎OutputCacheDallESample/OutputCacheDallESample.csproj

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<Project Sdk="Microsoft.NET.Sdk.Web">
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<PropertyGroup>
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<TargetFramework>net9.0</TargetFramework>
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<Nullable>enable</Nullable>
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<ImplicitUsings>enable</ImplicitUsings>
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<UserSecretsId>877065af-a9e5-49fc-82b9-28f250cdf6ae</UserSecretsId>
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<DockerDefaultTargetOS>Linux</DockerDefaultTargetOS>
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</PropertyGroup>
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<ItemGroup>
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<PackageReference Include="Azure.AI.OpenAI" Version="2.1.0" />
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<PackageReference Include="Microsoft.AspNetCore.OutputCaching.StackExchangeRedis" Version="9.0.0" />
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<PackageReference Include="Microsoft.Extensions.Caching.StackExchangeRedis" Version="9.0.0" />
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<PackageReference Include="Microsoft.VisualStudio.Azure.Containers.Tools.Targets" Version="1.21.0" />
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<PackageReference Include="Redis.OM" Version="0.7.6" />
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<PackageReference Include="Redis.OM.Vectorizers" Version="0.7.6" />
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</ItemGroup>
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</Project>

‎OutputCacheDallESample/Program.cs

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using Microsoft.AspNetCore.OutputCaching;
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using OutputCacheDallESample;
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using Redis.OM;
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using Redis.OM.Vectorizers;
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var builder = WebApplication.CreateBuilder(args);
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// add services
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builder.Services.AddStackExchangeRedisOutputCache(options => {
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options.Configuration = builder.Configuration["RedisCacheConnection"];
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});
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builder.Services.AddOutputCache(options => {
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// optional: named output-cache profiles
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});
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var app = builder.Build();
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app.MapGet("/", async (HttpContext context) => { await context.Response.WriteAsync("<h1>Welcome to OpenAI Art Gallery</h1>"); });
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app.MapGet("/nocache/{prompt}", async (HttpContext context, string prompt, IConfiguration config) =>
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{
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await GenerateImageSDK.GenerateImageSDKAsync(context, prompt, config);
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});
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app.MapGet("/semanticcache/{prompt}", async (HttpContext context, string prompt, IConfiguration config) =>
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{
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await GenerateImageSC.GenerateImageSCAsync(context, prompt, config);
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});
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app.MapGet("/cached/{prompt}", async (HttpContext context, string prompt, IConfiguration config) =>
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{ await GenerateImageSDK.GenerateImageSDKAsync(context, prompt, config);
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}).CacheOutput();
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app.MapGet("/cachedByAnnotation/{prompt}", [OutputCache(Duration = 15)] async (HttpContext context, string prompt, IConfiguration config) =>
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{ await GenerateImageSDK.GenerateImageSDKAsync(context, prompt, config);
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});
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app.MapGet("/cached/Gardens/{prompt}", async (HttpContext context, string prompt, IConfiguration config) =>
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{ await GenerateImageSDK.GenerateImageSDKAsync(context, prompt, config);
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}).CacheOutput(x => x.Tag("Gardens"));
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app.MapPost("/purge/{tag}", async (IOutputCacheStore cache, string tag) =>
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{await cache.EvictByTagAsync(tag, default);
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});
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app.UseOutputCache();
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app.Run();

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