Upgrade the RStudio Version
Important
Custom IAM policies that allow Amazon SageMaker Studio or Amazon SageMaker Studio Classic to create Amazon SageMaker resources must also grant permissions to add tags to those resources. The permission to add tags to resources is required because Studio and Studio Classic automatically tag any resources they create. If an IAM policy allows Studio and Studio Classic to create resources but does not allow tagging, "AccessDenied" errors can occur when trying to create resources. For more information, see Provide permissions for tagging SageMaker resources.
Amazon Managed Policies for Amazon SageMaker that give permissions to create SageMaker resources already include permissions to add tags while creating those resources.
This guide provides information about the 2023.03.2-547.pro5
version update
for RStudio on SageMaker. Starting February 27, 2024, new domains with RStudio support are
created with Posit Workbench version 2023.03.2-547.pro5
. This
applies to the RStudioServerPro
applications and default
RSessionGateway
applications.
The following sections give information about the 2023.03.2-547.pro5
release.
Latest version updates
The patch version 2023.03.2-547.pro5
release includes the following
change:
-
Fixed intermittent RServer crash when joining an RSession that was started with the job launcher and is not immediately available.
The latest RStudio version is 2023.03.2-454.pro2
. This version includes
the following changes:
-
Added RTools 4.3 support
-
Added support for R 4.3
-
Upgraded Quarto to 1.2.335
-
Improved session management
For more information about the changes in this release, see https://docs.posit.co/ide/news/
Note
If you see the following warning, there is a version mismatch between the
RSession
and the Posit Workbench version used in
RStudio on SageMaker. To resolve this issue, update the RStudio
version for the domain. For information about updating the RStudio version, see
Upgrade to the new version. Despite this warning, versions 2023.03.2-547.pro5
and
2023.03.2-454.pro2
are compatible images.
Session version 2023.03.2+454.pro2 does not match server version 2023.03.3-547.pro5 - this is an unsupported configuration, and you may experience unexpected issues as a result.
Versioning
There are currently two versions of Posit Workbench supported by SageMaker.
-
Latest version supported:
2023.03.2-547.pro5
-
Previous version supported:
2022.02.2-485.pro2
The default Posit Workbench version that's selected by SageMaker depends on the creation date of the domain.
-
For domains created after February 27, 2024, version
2023.03.2-547.pro5
is the default selected version. -
For domains created after June 27, 2023 and before February 27, 2024, version
2023.03.2-454.pro2
is the default selected version. You can update your domains to the latest version (2023.03.2-547.pro5
) by setting it as the default version for the domain. For more information, see Upgrade to the new version. -
For domains created before June 27, 2023, version
2022.02.2-485.pro2
is the default selected version. You can update your domains to the latest version (2023.03.2-547.pro5
) by setting it as the default version for the domain. For more information, see Upgrade to the new version.
Note
The default RSessionGateway
application version matches the current version of
the RStudioServerPro
application.
The following table lists the image ARNs for both versions for each Amazon Web Services Region.
These ARNs are passed as part of an update-domain
command to set the
desired version.
Region | 2022.02.2-485.pro2 Image ARN |
2023.03.2-547.pro5 Image ARN |
us-east-1 | arn:aws:sagemaker:us-east-1:081325390199:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:us-east-1:081325390199:image/rstudio-workbench-2023.03 |
us-east-2 | arn:aws:sagemaker:us-east-2:429704687514:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:us-east-2:429704687514:image/rstudio-workbench-2023.03 |
us-west-1 | arn:aws:sagemaker:us-west-1:742091327244:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:us-west-1:742091327244:image/rstudio-workbench-2023.03 |
us-west-2 | arn:aws:sagemaker:us-west-2:236514542706:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:us-west-2:236514542706:image/rstudio-workbench-2023.03 |
af-south-1 | arn:aws:sagemaker:af-south-1:559312083959:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:af-south-1:559312083959:image/rstudio-workbench-2023.03 |
ap-east-1 | arn:aws:sagemaker:ap-east-1:493642496378:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:ap-east-1:493642496378:image/rstudio-workbench-2023.03 |
ap-south-1 | arn:aws:sagemaker:ap-south-1:394103062818:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:ap-south-1:394103062818:image/rstudio-workbench-2023.03 |
ap-northeast-2 | arn:aws:sagemaker:ap-northeast-2:806072073708:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:ap-northeast-2:806072073708:image/rstudio-workbench-2023.03 |
ap-southeast-1 | arn:aws:sagemaker:ap-southeast-1:492261229750:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:ap-southeast-1:492261229750:image/rstudio-workbench-2023.03 |
ap-southeast-2 | arn:aws:sagemaker:ap-southeast-2:452832661640:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:ap-southeast-2:452832661640:image/rstudio-workbench-2023.03 |
ap-northeast-1 | arn:aws:sagemaker:ap-northeast-1:102112518831:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:ap-northeast-1:102112518831:image/rstudio-workbench-2023.03 |
ca-central-1 | arn:aws:sagemaker:ca-central-1:310906938811:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:ca-central-1:310906938811:image/rstudio-workbench-2023.03 |
eu-central-1 | arn:aws:sagemaker:eu-central-1:936697816551:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:eu-central-1:936697816551:image/rstudio-workbench-2023.03 |
eu-west-1 | arn:aws:sagemaker:eu-west-1:470317259841:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:eu-west-1:470317259841:image/rstudio-workbench-2023.03 |
eu-west-2 | arn:aws:sagemaker:eu-west-2:712779665605:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:eu-west-2:712779665605:image/rstudio-workbench-2023.03 |
eu-west-3 | arn:aws:sagemaker:eu-west-3:615547856133:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:eu-west-3:615547856133:image/rstudio-workbench-2023.03 |
eu-north-1 | arn:aws:sagemaker:eu-north-1:243637512696:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:eu-north-1:243637512696:image/rstudio-workbench-2023.03 |
eu-south-1 | arn:aws:sagemaker:eu-south-1:592751261982:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:eu-south-1:592751261982:image/rstudio-workbench-2023.03 |
sa-east-1 | arn:aws:sagemaker:sa-east-1:782484402741:image/rstudio-workbench-2021.08 | arn:aws:sagemaker:sa-east-1:782484402741:image/rstudio-workbench-2023.03 |
Upgrade to the new version
Existing domains using version 2022.02.2-485.pro2
or
2023.03.2-454.pro2
can upgrade to 2023.03.2-547.pro5
version in one of two ways:
-
Create a new domain from the Amazon CLI with RStudio enabled.
-
Update an existing domain to use the
2023.03.2-547.pro5
version.
The following procedure shows how to delete the RStudio application for an existing
domain, set the default version to 2023.03.2-547.pro5
, and then create an
RStudio application.
-
Delete the
RStudioServerPro
application and allRSessionGateway
applications associated with your existing domain. For information about how to find your domain ID, see View domains. For more information about deleting applications, see Shut down and restart RStudio.aws sagemaker delete-app \ --region
region
\ --domain-iddomainId
\ --user-profile-name domain-shared \ --app-type RStudioServerPro \ --app-name default If your domain is using RStudio version
2022.02.2-485.pro2
, update the domain to set2023.03.2-547.pro5
as the default Posit Workbench version. TheSageMakerImageArn
value in the followingupdate-domain
command specifies the RStudio2023.03.2-547.pro5
version as the default. This ARN must match the Region that your domain is in. For a list of all available ARNs, see Versioning.Pass an execution role ARN for the domain that provides permissions to update the domain.
aws sagemaker update-domain \ --region
region
\ --domain-iddomainId
\ --domain-settings-for-update "{\"RStudioServerProDomainSettingsForUpdate\":{\"DefaultResourceSpec\": {\"SageMakerImageArn\": \"arn-for-2023.03.2-547.pro5-version
\", \"InstanceType\": \"system\"}, \"DomainExecutionRoleArn\": \"execution-role-arn
\"}}"-
Create a new
RStudioServerPro
application in the existing domain.aws sagemaker create-app \ --region
region
--domain-iddomainId
\ --user-profile-name domain-shared \ --app-type RStudioServerPro \ --app-name default
Your RStudioServerPro
application is now updated to version
2023.03.2-547.pro5
. You can now relaunch your
RSessionGateway
applications.
Downgrade to the existing version
You can manually downgrade the version of your existing RStudio application to the
2022.02.2-485.pro2
version.
To downgrade to the existing version
-
Delete the
RStudioServerPro
application that's associated with your existing domain. For information about how to find your domain ID, see View domains.aws sagemaker delete-app \ --domain-id
domainId
\ --user-profile-name domain-shared \ --app-type RStudioServerPro \ --app-name default -
Pass the corresponding
2022.02.2-485.pro2
ARN for your Region as part of theupdate-domain
command. For a list of all available ARNs, see Versioning. You must also pass an execution role ARN for the domain that provides permissions to update the domain.aws sagemaker update-domain \ --region
region
\ --domain-iddomainId
\ --domain-settings-for-update "{\"RStudioServerProDomainSettingsForUpdate\":{\"DefaultResourceSpec\": {\"SageMakerImageArn\": \"arn-for-2022.02.2+485.pro2-version
\", \"InstanceType\": \"system\"}, \"DomainExecutionRoleArn\": \"execution-role-arn
\"}}" -
Create a new
RStudioServerPro
application in the existing domain. The RStudio version defaults to2022.02.2-485.pro2
.aws sagemaker create-app \ --domain-id
domainId
\ --user-profile-name domain-shared \ --app-type RStudioServerPro \ --app-name default
Your RStudioServerPro
application is now downgraded to version
2022.02.2-485.pro2
.
Changes to BYOI Images
If you use a BYOI image with RStudio and update your RStudioServerPro
version to 2023.03.2-547.pro5
, you must upgrade your custom images to use
the 2023.03.2-547.pro5
release and redeploy your existing RSessions. If
you attempt to load a non-compatible image in an RSession of a domain using
the 2023.03.2-547.pro5
version, the RSession fails because it cannot
parse parameters that it receives. To prevent failure, update all of the deployed custom
images in your existing RStudioServerPro
application.
The RSW_VERSION
in the Dockerfile must be consistent with
the Posit Workbench version used in RStudio on SageMaker. You can validate the
current version in Posit Workbench. To do so, use the version name that's
located in the lower left corner of the Posit Workbench launcher
page.
... ARG RSW_VERSION=2023.03.3-547.pro5 ENV RSTUDIO_FORCE_NON_ZERO_EXIT_CODE="1" ARG RSW_NAME=rstudio-workbench ARG OS_CODE_NAME=bionic ARG RSW_DOWNLOAD_URL=https://s3.amazonaws.com/rstudio-ide-build/server/${OS_CODE_NAME}/amd64 RUN RSW_VERSION_URL=`echo -n "${RSW_VERSION}" | sed 's/+/-/g'` \ && curl -o rstudio-workbench.deb ${RSW_DOWNLOAD_URL}/${RSW_NAME}-${RSW_VERSION_URL}-amd64.deb \ && gdebi -n ./rstudio-workbench.deb
Note
If you see the following warning, there is a version mismatch between the
RSW_VERSION
and the Posit Workbench version used in
RStudio on SageMaker. Despite this warning, versions
2023.03.2-547.pro5
and 2023.03.2-454.pro2
are
compatible images.
Session version 2023.03.2+454.pro2 does not match server version 2023.03.3-547.pro5 - this is an unsupported configuration, and you may experience unexpected issues as a result.