Install Docker and Docker Compose on the Docker image - docker-compose

Question

I am working on Containerized CI/CD. I have a web API project developed in .NET Framework 4.6.2. This application enabled docker support.
Expected Working Scenario:
I have to configure CI which needs to build the application as a docker image and push to ECR repository.
I have to deploy the same to ECS as well. As a final, I have to run my SQL (RDS) also as a docker and deploy as part of this.
Currently, I need to build and push the docker image to ECR.
Current Progress:
In order to build my application, I have created a custom docker as the build server. Please find my current docker file used to build the docker image;
# escape=`
FROM microsoft/dotnet-framework:4.7.2-runtime
SHELL ["powershell", "-Command", "$ErrorActionPreference = 'Stop'; $ProgressPreference = 'SilentlyContinue';"]
#Install NuGet CLI
ENV NUGET_VERSION 4.4.1
RUN New-Item -Type Directory $Env:ProgramFiles\NuGet; `
Invoke-WebRequest -UseBasicParsing https://dist.nuget.org/win-x86-commandline/v$Env:NUGET_VERSION/nuget.exe -OutFile $Env:ProgramFiles\NuGet\nuget.exe
#Install AWS CLI
RUN Invoke-WebRequest -UseBasicParsing https://s3.amazonaws.com/aws-cli/AWSCLI64PY3.msi -OutFile AWSCLI64PY3.msi; `
Start-Process "msiexec.exe" -ArgumentList '/i', 'AWSCLI64PY3.msi', '/qn', '/norestart' -Wait -NoNewWindow; `
Remove-Item -Force AWSCLI64PY3.msi; `
# Install VS Test Agent
Invoke-WebRequest -UseBasicParsing https://download.visualstudio.microsoft.com/download/pr/12210068/8a386d27295953ee79281fd1f1832e2d/vs_TestAgent.exe -OutFile vs_TestAgent.exe; `
Start-Process vs_TestAgent.exe -ArgumentList '--quiet', '--norestart', '--nocache' -NoNewWindow -Wait; `
Remove-Item -Force vs_TestAgent.exe; `
# Install VS Build Tools
Invoke-WebRequest -UseBasicParsing https://download.visualstudio.microsoft.com/download/pr/12210059/e64d79b40219aea618ce2fe10ebd5f0d/vs_BuildTools.exe -OutFile vs_BuildTools.exe; `
# Installer won't detect DOTNET_SKIP_FIRST_TIME_EXPERIENCE if ENV is used, must use setx /M
setx /M DOTNET_SKIP_FIRST_TIME_EXPERIENCE 1; `
Start-Process vs_BuildTools.exe -ArgumentList '--add', 'Microsoft.VisualStudio.Workload.MSBuildTools', '--add', 'Microsoft.VisualStudio.Workload.NetCoreBuildTools', '--add', 'Microsoft.VisualStudio.Workload.WebBuildTools;includeRecommended', '--quiet', '--norestart', '--nocache' -NoNewWindow -Wait; `
Remove-Item -Force vs_buildtools.exe; `
Remove-Item -Force -Recurse \"${Env:ProgramFiles(x86)}\Microsoft Visual Studio\Installer\"; `
Remove-Item -Force -Recurse ${Env:TEMP}\*; `
Remove-Item -Force -Recurse \"${Env:ProgramData}\Package Cache\"
# Set PATH in one layer to keep image size down.
RUN setx /M PATH $(${Env:PATH} `
+ \";${Env:ProgramFiles}\NuGet\" `
+ \";${Env:ProgramFiles(x86)}\Microsoft Visual Studio\2017\TestAgent\Common7\IDE\CommonExtensions\Microsoft\TestWindow\" `
+ \";${Env:ProgramFiles(x86)}\Microsoft Visual Studio\2017\BuildTools\MSBuild\15.0\Bin\")
# Install Targeting Packs
RUN #('4.0', '4.5.2', '4.6.2', '4.7.2') `
| %{ `
Invoke-WebRequest -UseBasicParsing https://dotnetbinaries.blob.core.windows.net/referenceassemblies/v${_}.zip -OutFile referenceassemblies.zip; `
Expand-Archive -Force referenceassemblies.zip -DestinationPath \"${Env:ProgramFiles(x86)}\Reference Assemblies\Microsoft\Framework\.NETFramework\"; `
Remove-Item -Force referenceassemblies.zip; `
}
Here I have installed my prerequisites as below;
NuGet
AWS CLI
List item
VS Test Agent
VS Build Tools
Issue / Question:
As the application enabled docker-compose, I can use MSBuild command to build the docker image as specified below;
msbuild "%~dp0SampleDevOps.sln" /p:TargetFrameworkVersion=v4.6.2 /p:Configuration=Release /p:PackageAsSingleFile=false /p:OutDir=%~dp0\artifacts\ docker-compose.dcproj
This commands worked successfully in my local machine (Windows 10). But when I run code build, I got error like below;
C:\Program Files (x86)\Microsoft Visual Studio\2017\BuildTools\MSBuild\Sdks\Microsoft.Docker.Sdk\build\Microsoft.VisualStudio.Docker.Compose.targets(195,5):
error : MSB0001: Internal MSBuild Error: SampleDevOps.sln unexpectedly
not a rooted path
[C:\codebuild\tmp\output\src096397699\src\github.com\xxxx\test1\docker-compose.dcproj]
Here my thought was I need to install docker and docker-compose also in my build server.
Is my understanding, right? Am I going the correct direction?
If yes, please help me to do that from the docker file I poster earlier.
I also confused that, there is not have built-in docker which already contains this AWS CLI and dockers?