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updates to paper
Signed-off-by: Vanessa Sochat <[email protected]>
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paper/paper.bib

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@@ -68,6 +68,41 @@ @Software{SingularityComposeExamples
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note = "Accessed: 2019-6-24"
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}
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@MISC{Merkel2014-da,
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title = "Docker: Lightweight Linux Containers for Consistent Development
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and Deployment",
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author = "Merkel, Dirk",
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journal = "Linux J.",
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publisher = "Belltown Media",
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volume = 2014,
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number = 239,
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month = mar,
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year = 2014,
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address = "Houston, TX"
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}
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@MISC{Wikipedia_contributors2019-bw,
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title = "Kubernetes",
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booktitle = "Wikipedia, The Free Encyclopedia",
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author = "{Wikipedia contributors}",
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abstract = "Kubernetes (commonly stylized as k8s[3]) is an open-source
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container-orchestration system for automating application
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deployment, scaling, and management.[4] It was originally
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designed by Google, and is now maintained by the Cloud Native
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Computing Foundation. It aims to provide a ``platform for
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automating deployment, scaling, and operations of application
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containers across clusters of hosts''.[3] It works with a
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range of container tools, including Docker.[5] Many cloud
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services offer a Kubernetes-based platform or infrastructure
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as a service (PaaS or IaaS) on which Kubernetes can be
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deployed as a platform-providing service. Many vendors also
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provide their own branded Kubernetes distributions.",
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month = jun,
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year = 2019,
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howpublished = "\url{https://en.wikipedia.org/w/index.php?title=Kubernetes&oldid=903021989}",
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note = "Accessed: 2019-6-24"
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}
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@MISC{SingularityInstances,
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title = "Running Services --- Singularity container 3.2 documentation",

paper/paper.md

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# Summary
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Singularity Compose is an orchestration tool for management of Singularity containers.
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Singularity Compose is an orchestration tool for Singularity container instances.
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![Singularity Compose](singularity-compose.png)
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The Singularity container technology started to become popular in 2016,
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as it offered a more secure option to run encapsulated environments [@Kurtzer2017-xj].
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Traditionally, this meant that Singularity users could run an entrypoint built into the container
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Traditionally, this meant that Singularity users could run an script built into the container
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(called a runscript), execute a custom command, or shell into a container.
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Unlike Docker, these basic interactions simply interacted with processes in the
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Unlike Docker [@Merkel2014-da], these basic interactions simply interacted with processes in the
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foreground (e.g., running a script and exiting) and were not appropriate to run
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background services. This was a task for container instances [@SingularityInstances].
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that interact with them. While a container technology can provide command line
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and other programmatic interfaces for interaction with instances, what is also needed
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is a configuration file for orchestration and customization of several instances.
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For sibling container technology Docker, Docker Compose was developed
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For sibling container technology Docker, Docker Compose [@DockerCompose] was developed
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for this purpose. For local and production usage, the user could create a `docker-compose.yml`
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file to define services, volumes, ports exposed, and other customizations to networking and environment
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[@DockerCompose]. There was strong incentive for the development of such a tool.
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Docker Compose existed before Kubernetes was available in the middle of 2015 [@Wikipedia_contributors2019-bw].
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[@DockerCompose]. Notably, there was strong incentive for the development of such a tool,
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because Docker Compose existed before Kubernetes was available in the middle of 2015 [@Wikipedia_contributors2019-bw].
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No equivalent orchestration tool has been created for Singularity container
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instances until now. While Singularity has empowered enterprise users to run
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No equivalent orchestration tool was created for Singularity container
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instances. While Singularity has empowered enterprise users to run
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services via platforms such as Kubernetes [@Meyer2019-sd], these platforms come
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with privilege. It is often the case that a production Kubernetes cluster is not
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readily available to a user via his or her institution, or that the user
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## Singularity Compose
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Singularity Compose [@SingularityCompose] is the solution for this niche group of non enterprise users
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that want to easily create a configuration file to control creation and interaction
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of services provided by Singularity container instances. It mirrors the format
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of the `docker-compose.yml` file with a `singularity-compose.yml`, and allows
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the user to define one or more container services, optionally with exposed ports
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to the host. Akin to docker-compose, the user can easily define volumes to be bound
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to each instance, along with ports to be exposed, and a container binary
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to build or pull from a remote resource. Custom scripts can also be defined to
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The solution for orchestration of container instances from the open source
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community is Singularity Compose [@SingularityCompose]. Singularity Compose
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is software for non enterprise users to easily create a configuration file to
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control creation and interaction of Singularity container instances.
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It allows for the creation of a `singularity-compose.yml` file, in which
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the user can define one or more container services, optionally with exposed ports
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and volumes on the host. The user can easily define a container binary
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to build or pull from a remote resource, along with custom scripts to
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run after creation of the instances. Singularity Compose handles designation
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of addresses on a local bridge network for each container, and creation of
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resource files to bind to the container to "see" one another related to hostnames
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and networking. Importantly, by way of adding a Singularity Compose to a repository,
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resource files to bind to the containers to "see" one another.
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Importantly, by way of adding a Singularity Compose to a repository,
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a user is ensuring not just reproducibility of a container recipe, but also
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reproducibility of it's build and creation of services. For example, a
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sequence of steps for a single container to build it, assign an address, create networking
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files, and then start an instance might look like this:
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reproducibility of it's build and creation of services. For example, a simplified
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version of a sequence of steps to build two containers and bring them up
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as instances might look like this:
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```bash
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$ sudo singularity build app/app.sif app/Singularity
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$ sudo singularity build nginx/nginx.sif nginx/Singularity.nginx
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$ singularity instance start \
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--bind nginx.conf:/etc/nginx/conf.d/default.conf \
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--bind nginx/uwsgi_params.par:/etc/nginx/uwsgi_params.par \
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--bind nginx/cache:/var/cache/nginx \
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--bind nginx/run:/var/run \
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--bind app:/code \
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--bind static:/var/www/static \
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--bind images:/var/www/images \
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--bind etc.hosts:/etc/hosts \
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--net --network-args "portmap=80:80/tcp" --network-args "IP=10.22.0.2" \
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--hostname nginx --writable-tmpfs nginx/nginx.sif nginx
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$ singularity instance start \
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--bind etc.hosts:/etc/hosts \
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--net --network-args "portmap=80:80/tcp" --network-args "IP=10.22.0.2" \
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--hostname app \
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--writable-tmpfs app.sif app
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--bind app:/code \
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--bind static:/var/www/static \
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--bind images:/var/www/images \
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--bind etc.hosts:/etc/hosts \
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--net --network-args "portmap=8000:8000/tcp" --network-args "IP=10.22.0.3" \
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--hostname app --writable-tmpfs app/app.sif app
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$ singularity instance list
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```
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In the above command, we've already generated the `etc.hosts` file that defines
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hostnames and addresses for other instances, along with a hostname `app` for
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the container we are starting. If we are running three services, we might need
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to do this three times, and be mindful of binds, ports, and additional arguments
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for each. With Singularity Compose, the user writes a `singularity-compose.yml`
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This is a complicated set of commands. In the above commands, we
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first build the two containers. There are no checks here if the recipes
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exist, or if the containers themselves already exist.
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We then start instances for them. If we save these commands in a file,
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we need to consistently hard code the paths to the container binaries,
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along with the ip addresses, hostnames, and volumes. There are no checks
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done before attempting the creation if the volumes meant to be bound
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actually exist. We also take for granted that we've already generated an
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`etc.hosts` file to bind to the container at `/etc/hosts`, which will
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define the container instances to have the same names supplied with `--hostname`
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so that instances can "see" one another. For the networking, we have
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to be mindful of the default bridge provided by Singularity, along with how
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to specify networking arguments under different conditions. This entire practice
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is clearly tedious. For a user to constantly need to generate and then
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re-issue these commands, it's not a comfortable workflow. However,
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with Singularity Compose, the user writes a `singularity-compose.yml`
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file once:
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```yaml
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- 8000:8000
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```
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And then can easily build all non-existing containers, and bring up all services
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And then can much more readily see and reproduce generation of the same services.
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The user can easily build all non-existing containers, and bring up all services
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with one command:
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```bash

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