mybinder.org is a deployment of the BinderHub technology. It is run as a public service for those who’d like to share their interactive repositories publicly. It is used by the Binder project to demonstrate the “cutting edge” of its technology.
This page explains some of the teams and organizations behind mybinder.org, as well as common questions about using mybinder.org
Information about the Binder service at
mybinder.org and the teams behind it.
What is the Binder Project?¶
The Binder Project is an open community that makes it possible to create sharable, interactive, reproducible environments. The main technical product that the community creates is called BinderHub, which you can try out at mybinder.org.
The Binder Project is currently housed as a member of Project Jupyter, which is itself housed under NumFocus, a 501c3 non-profit.
How can I cite Binder?¶
If you publish work that uses Binder, please consider citing the Binder paper from the 2018 SciPy proceedings!
Here is a citation that you can use:
Jupyter et al., "Binder 2.0 - Reproducible, Interactive, Sharable Environments for Science at Scale." Proceedings of the 17th Python in Science Conference. 2018. doi://10.25080/Majora-4af1f417-011
Who runs mybinder.org?¶
For more information about the BinderHubs behind
The BinderHub Federation.
Who pays for mybinder.org?¶
The service at mybinder.org is provided by a federation of BinderHub deployments that are maintained by several members and organizations in the Binder community. For information about who runs and pays for these deployments, see The BinderHub Federation.
Is there dedicated funding for the Binder Project?¶
The Binder Project currently has no dedicated funding (beyond the time and hardware costs provided by The BinderHub Federation members).
In 2017 the Binder Project received a 1-year grant from the Moore Foundation.
What technology runs mybinder.org?¶
The technology behind mybinder.org is primarily composed of three open-source projects:
JupyterHub, which manages cloud infrastructure for user instances
repo2docker, which builds Docker images from GitHub repositories
BinderHub, which orchestrates the above two projects and provides the Binder interface.
Each of these are open and inclusively-governed projects. Currently, these are all officially hosted as a part of Project Jupyter, an open project that creates open tools for data science infrastructure and interactive computation. The Binder team is heavily involved in each.
Information about using the
Check out mybinder.org Usage Guidelines for more information about using
How much memory am I given when using Binder?¶
If you or another Binder user clicks on a Binder link, the
deployment will run the linked repository. While running, users are guaranteed
at least 1GB of RAM, with a maximum of 2GB. This means you will always have
1GB, you may occasionally have between 1 and 2GB, and if you go over 2GB your kernel
will be restarted.
How long will my Binder session last?¶
Binder is meant for interactive and ephemeral interactive coding, meaning that it is ideally suited for relatively short sessions. Binder will automatically shut down user sessions that have more than 10 minutes of inactivity (if you leave a jupyterlab window open in the foreground, this will generally be counted as “activity”).
Binder aims to provide up to six hours of session time per user session, or up to one cpu-hour for more computationally intensive sessions. Beyond that, we cannot guarantee that the session will remain running.
How much does running
Great question! If you’re interested in the technical costs of running
mybinder.org, we publish a semi-up-to-date dataset of our costs at the
repository. In addition, you can explore these costs with the binder link below!
mybinder.org be free to use?¶
See About mybinder.org for more information on the mybinder.org team and who provides the resources to pay for the service. Generally, mybinder.org is run with modest resources provided to users in order to keep costs down. In the future we hope to see more public BinderHub services running that can form a collection of community resources for interactive cloud computing.
Can I use mybinder.org for a live demo or workshop?¶
For sure! We hope the demo gods are with you. Please do make sure you have a
backup plan in case there is a problem with mybinder.org during your workshop
or demo. Occasionally, service on
mybinder.org can be degraded, usually because
the server is getting a lot of attention somewhere on the
internet, because we are deploying new versions of software, or the team
can’t quickly respond to an outage.
Check out mybinder.org Usage Guidelines for more information about using
How does mybinder.org ensure user privacy?¶
We take user privacy very seriously! Because Binder runs as a public, free service, we don’t require any kind of log-in that would let us keep track of user data. All code that is run, data analyzed, papers reproduced, classes taught - in short, everything that happens in a Binder session - is destroyed when the user logs off or becomes inactive for more than a few minutes.
Here are the pieces of information we do keep: We run google analytics with anonymized IPs and no cookies, which gives us just enough information to know how Binder is being used, and but won’t be able to identify users. We also retain logs of IP addresses for 30 days, which is used solely in the case of detecting abuse of the service. If you have suggestions for how we can ensure the privacy of our data and users, we’d love to hear it!
How secure is mybinder.org?¶
The Binder team has put in a lot of work to ensure that the mybinder.org service runs as secure as possible. However, it is a free, public service that is open to the world, and you should never share sensitive or personal information within a Binder repository. This includes passwords, data that shouldn’t be public, API keys, etc.
You should ensure that sensitive information doesn’t make it into the built docker image for your Binder repository (aka, that it isn’t used in one of your configuration files) and that you don’t use this information from within a Binder session (e.g. hard-coding an API key into an HTTP request that you call from a Jupyter Notebook).
If you require private information within your Binder instance, consider deploying a BinderHub for your group.
Where can I report a security issue?¶
If you find a security vulnerability in with
mybinder.org, please report
it to email@example.com.
If you prefer to encrypt your security reports, you can use this PGP public key.
Can I push data from my Binder session back to my repository?¶
While it is technically possible to push information from a Binder
session onto a platform like GitHub, we strongly discourage it. We
cannot guarantee the security of data moving through
and your password or any sensitive data may be compromised. You
shouldn’t do anything on
mybinder.org that you wouldn’t mind sharing
with the world!
Can I put my configuration files outside the root of my repository?¶
Yes! Configuration files may be placed in the root of your repository or
binder/ folder in the root of your repository (i.e.
binder/ folder is used, Binder will only read configuration files
from that location (i.e.
myproject/binder/requirements.txt) and will
ignore those in the repository’s root (
What factors influence how long it takes a Binder session to start?¶
Understanding why some operations take longer than others requires a very brief overview of the pieces of machinery at play with BinderHub. There two things worth mentioning:
A user pod is the virtual machine that runs a users’ code.
A node is the machine, running in the cloud, where a bunch of pods live. There are many nodes for a Binder server, depending on the number of people using the service.
A registry is a service in the cloud where Docker images are stored. BinderHub has the ability to push / pull from this registry, which it uses to manage Binder environment images.
With that being said, there are three primary things that need to happen any time someone clicks a Binder link.
A Docker image for the link must exist in Binder’s image registry. If an image for the current
refof the repository doesn’t exist, one will be built and registered automatically using
repo2docker. If your configuration files specify a large or complex environment, this will take some time while your image builds.
The Docker image must exist on the node that the user will use. If it does not, then BinderHub will pull the image. If the image is large, this will take some time depending on the server load and image size.
A pod for the user must be created to serve this Docker image. This usually happens in seconds, though may take longer if the server is under a heavy load.
These three things happen in a nested fashion. “3” always happens, “2” only
happens the first time a node is used to serve a particular Docker image, “1”
only happens the first time someone clicks a Binder link for a repository with
ref. They take roughly decreasing amounts of time to complete,
so 1 >> 2 >> 3 in terms of how long each operation takes.
If Binder sessions take a while to start, but you know that your image has already been built, there’s a good chance you are in step 2, and the server is still pulling the image onto the node that you’ll be using. Please be patient!
Will repos with fewer notebooks launch faster? Should I split my notebooks into smaller repos?¶
Number of notebooks in a repo shouldn’t have any impact on binder launch time, assuming a docker image for that repo is already built. It is worth noting, however, that there is a limit to the number of instances of a repository that can be active at any moment in time.
Will repos that are launched often get prioritized and launch faster?¶
There isn’t any intentional prioritization for repos that are launched frequently, however, in practice the repos that launch more often will tend to launch faster. This is because if a user pod is put on a node that doesn’t already have the Docker image for that repo, then it’ll have to do a Docker pull first, which takes time. If a repo is launched a lot, then most likely it will already be on a given node.
What can I do if
mybinder.org does not meet my needs?¶
mybinder.org uses software called BinderHub to carry out its services.
This is an Open Source, community-driven project that can be deployed on
most cloud providers. If you desire more computational resources for users or
want guaranteed uptime, consider setting up your own BinderHub deployment.