A framework to build SAS Viya Docker images and create deployments using Kubernetes.
Container deployments are more lightweight and don't have as much overhead as traditional virtual machines. By running a SAS engine inside a container, you can provision resources more efficiently to address a wide variety of SAS workloads. Select a base SAS recipe and create custom containers with specific products or configurations – e.g, access to data sources, in-database code and scoring accelerators, or specific analytic capabilities.
For more information, see SAS for Containers.
Use the following instructions to quickly build and launch SAS Viya containers. For extensive information about building and running SAS Viya containers, see the documentation wiki. For single and multiple containers, addons found in the addons directory can enhance the base SAS Viya images with SAS/ACCESS software, LDAP configuration, and more. For information about how to use the addons and any prerequisites, see the documentation about addons.
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Locate your SAS Viya for Linux Software Order Email (SOE), and retrieve the
SAS_Viya_deployment_data.zipfile from it. Not sure if your organization purchased SAS Software? Contact Us or get SAS License Assistance. If you have not purchased SAS Software but would like to give it a try, please check out our Free Software Trials. -
Download the latest
or
git clone [email protected]:sassoftware/sas-container-recipes.git -
Choose your flavor and follow the recipe to build, test, and deploy your container(s).
a. If you are looking for an environment tailored towards individual data scientists and developers, you will be interested in a SAS programming-only deployment running on a single container.
b. If you would like an environment suitable for collaborative data science work, then you may be interested in a SAS programming-only deployment or a SAS Viya full deployment on multiple containers.
Use these instructions to create a SAS Viya programming-only deployment in a single container for an independent data scientist or developer to execute SAS code. All code and data should be stored in a persistent location outside the container. This deployment includes SAS Studio, SAS Workspace Server, and a CAS server, which provides in-memory analytics for symmetric multi-processing (SMP).
A supported version of Docker-CE (Community Edition) is required.
Run the following command to build the container image and add a default user ID (sasdemo) and password (sasdemo), which can be used to sign in to SAS Studio after the container is running. A non-root user is recommended for executing the build command.
./build.sh --type single --zip ~/path/to/SAS_Viya_deployment_data.zip --addons "auth-demo"
After the container image is built, the instructions for running the container will be printed at the end of the build.sh output.
mkdir -p run
cp samples/viya-single-container/example_launchsas.sh run/launchsas.sh
cd run
sed -i 's|@REPLACE_ME_WITH_TAG@|19.05.0-20190509195121-d991185|' launchsas.sh
./launchsas.sh
Use the docker images command to see the images that were built and the most recent tag (example: tag 19.05.0-20190509195121-d991185).
After the launchsas.sh command is completed, use docker ps to list the running container.
Go to http://<myhostname>:8080, and then sign in with the sasdemo user ID and the sasdemo password to start using SAS Studio!
For more information, see the documentation wiki.
For One or More Users - SAS Viya Programming-Only or SAS Viya Full Deployment Running on Multiple Containers
Use these instructions to build multiple Docker images and then use the images to create a SAS Viya programming-only or a SAS Viya full deployment in Kubernetes. These deployments can have SMP or massively parallel processing (MPP) CAS servers, which provide in-memory analytics and can be used by one or more users.
A programming-only deployment supports data scientists and programmers who use SAS Studio or direct programming interfaces such as Python or REST APIs. Note that a programming-only deployment does not include SAS Drive, SAS Environment Manager, and the complete suite of services that are included with a full deployment. Make sure that you provide your users with the features that they require.
- A supported version of Docker-CE (Community Edition) must be installed on the Linux or Mac build machine.
- Access to a Docker registry: The build process will push built Docker images automatically to the Docker registry. Before you run
build.sh, rundocker login docker.registry.company.com, and then make sure that the values in$HOME/.docker/config.jsonare correct. - Access to a Kubernetes environment and kubectl installed (required for the deployment step but not required for the build step).
- Strongly recommended: Create a local mirror repository of the SAS software. Here's why.
Examples of running build.sh to build multiple containers are provided below. A non-root user is recommended for executing the build command.
Tip: For the list of all required and optional arguments, see the docs/usage.txt file, or run ./build.sh --help .
./build.sh \
--type multiple \
--zip /path/to/SAS_Viya_deployment_data.zip \
--docker-registry-namespace myuniquename \
--docker-registry-url myregistry.myhost.com \
--addons "auth-demo"
Here's a summary of what this command does:
- Multiple Docker images for a programming-only deployment are created:
--type multiple. - The software that is deployed is determined by the software entitlement that is provided in the ZIP file from the Software Order Email:
--zip /path/to/SAS_Viya_deployment_data.zip. - The images are pushed to the namespace in the Docker Registry, which is located at the Docker registry URL:
--docker-registry-namespace myuniquename,--docker-registry-url myregistry.myhost.com. - A default user ID (sasdemo) and password (sasdemo) are added, which can be used to sign in to SAS Studio:
--addons "auth-demo".
./build.sh \
--type full \
--zip /path/to/SAS_Viya_deployment_data.zip \
--docker-registry-namespace myuniquename \
--docker-registry-url myregistry.myhost.com \
--addons "auth-sssd"
Here's a summary of what this command does:
- Multiple Docker images for a full deployment are created:
--type full. - The software that is deployed is determined by the software entitlement that is provided in the ZIP file from the Software Order Email:
--zip /path/to/SAS_Viya_deployment_data.zip. - The images are pushed to the namespace in the Docker Registry, which is located at the Docker registry URL:
--docker-registry-namespace myuniquename,--docker-registry-url myregistry.myhost.com. - SSSD is configured inside the container to allow the container authentication to connect to LDAP or Active Directory:
--addons "auth-sssd".
Note: Before you use the auth-sssd addon, see the documentation wiki for prerequisite information.
The build process creates Kubernetes manifests that you use to run multiple containers.
- For a SAS Viya programming-only deployment, the manifests are located at
builds/multiple/manifests/. - For a SAS Viya full deployment, the manifests are located at
builds/full/manifests/.
For information about using the manifests, see Build and Run SAS Viya Multiple Containers.
After the containers are running, users can sign on to SAS Studio.
- If you deployed a programming-only environment, then your environment contains SAS Studio 4.4.
- If you deployed a full environment, then your environment contains both SAS Studio 4.4 and SAS Studio 5.1. By default, you will sign in to SAS Studio 5.1.
Here are some examples of how to sign in:
-
For SAS Studio 4.4 via Kubernetes:
https://ingress-path/SASStudio -
For SAS Studio 5.1:
https://ingress-path/SASStudioV
- Wiki: documentation
- Issues: Questions and Project Improvements
- Kubernetes Documentation
- Docker Documentation
- SAS License Assistance
- SAS Software Purchase
- SAS Software Trial
Copyright 2018 SAS Institute Inc.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at
https://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.