Genie app integration: Build data-centra applications from within JuliaHub using integrated Genie Builder with JuliaHub Projects.
- This is only enabled on juliahub.com. For Enterprise installations, please contact JuliaHub Support.
Refreshed Datasets UI
Refreshed Projects list UI
Julia updated to v1.10.4
Bug fixes

Enterprise

Dataset Import feature: enables ingesting datasets into JuliaHub from other data sources such as AWS S3 buckets

v6.5.4

Sync fixes for on-premises installation

v6.5.3

Bug fix for project creation from template

v6.5.2

Bug fixes
Julia IDE and julia batch versions use Julia 1.10

v6.5.1

Bug fixes
Cloudstation instance types are changed to only support the 8GB/vCPU option (r6i instance family) and V100 GPU option.

v6.5.0

Project deployment enhancements:
- Project deployments can be suspended and woken up using the drop down items in the "Deploy" button. This can also be configured to automatically suspend after a configured time. When a suspended project deployment receives a request, the deployment will be awaken up automaticallly. This allows users to save on compute costs.
- Embed project deployments easily with embed codes that are generated under the "Deploy" button.
Users can now revoke providers (Github etc.) authorization tokens from the preferences page.
Removed extra login that occurs after connecting to a new app on juliahub.com.
New Reader project role available to enable downloading and cloning of a project.
Bug fixes

Enterprise

Audit Events feature released.

v6.4.2

Bug fixes

v6.4.1

JuliaHub Projects can now be deployed as standalone WebApps on juliahub.com. The project owner will have the ability to make these WebApp deployments either public or restrict the access to only authorized users. Currently only Dash applications are supported for these WebApps.
Developers can now resolve merge conflicts in their Projects using the "Manual merge" feature. This feature allows collaborators to edit the same project without worrying about conflicting modules.
New users registering on JuliaHub now have to go through Google's reCaptcha before creating an account.
Job details page now has a new UI with additional information, which means all job information (Metrics, Logs, machine spec, image information, etc) is now available in the same details page.
Featured notebooks:- Admins can now pin public notebooks which are displayed in end-users Notebooks page as featured items. Featured notebooks can have custom thumbnail pictures which are then displayed in a notebook carousel.
We have added a "Source" button on the package docs page which takes you to the package repository.
We now display download stats for packages in our docs page, stats include total number of downloads that occurred in the past one month and a line graph plotted using daily downloads as data points.
Notebooks landing page is now redesigned to show tags, owner and last modified date of all the notebooks in list view.
We now show static notebook previews even for unevaluated notebooks and we now display a disclaimer for the HTML version of Pluto notebooks indicating that the static display is not interactive.

Enterprise

Enterprise users can now register their own registries by using "My Registries" button in the packages page. The registry owner can also give other users access to download and potentially register packages in the private registry. Registry owners also get an option to fine tune the access control over their registries by restricting package registration to only authorized users.
Clients can now disable full project cloning in their JuliaHub instance. Contact JuliaHub support for assistance.
Package Analytics is now part of JuliaHub enterprise installs. Using this feature, for a given registry, an admin can now view
- Number of packages present in each registry
- Number of packages in use (Total number of packages that have at least one successful download request for a version)
- Total number of successful package downloads
- Numbers of users.
- A table displaying top packages in use along with the number of users using that particular package. A toggle switch is provided to aggregate the package-use ignoring the versions.
- Most active users (Along with Install Requests made by that particular user)
- A graph which depicts package activities with respect to "Number of users of the packages" corresponding to "number of download requests"
We now validate registry consistency whenever a registry is being created or updated. The following validations are done
- Whether UUID and name are consistent with Package.toml
- Existence of basic registry metadata in Registry.toml (name, UUID, packages section)
- We make sure packages cannot have same name with different UUID
- We also check whether the Registry name and Registry UUID is unique across all the available registries
- We make sure packages don't have same UUID with different names across all the available registries
- If a package is registered in multiple registries, then we check packages with the same UUID and name do not have version with conflicting hashes.
Clients can now customize the landing page for their JuliaHub instance. Contact JuliaHub support for assistance.

Applications

We now use separate VSCode extensions directories for every JuliaHub product, this ensures that a user installed VSCode extension for one app does not coincide with other apps.
The Linux Desktop app now comes with VSCode preinstalled
Following components have been updated in Julia IDE
- Julia version has been updated to v1.9.3
- Julia VSCode extension has been updated to v1.56.2
- code-server has been updated to v4.18.0
Code-Server stores users personal IDE settings in a JSON file, in the past, adding comments to this file would result in removal of all the customized settings because the resultant JSON file would be invalid, this issue has been fixed in the current version. End-User's can now have comments in their personal settings file.
Projects can now be used in other apps. They are not limited to the Julia IDE.
Quarto has been upgraded to v1.3.450
rtools is now part of Windows Workstation app
On Windows Workstation app, file extensions are now shown by default

v6.3.0

v6.3.0 adds the capability to build a sysimage to go along with your job run. The sysimage is built before the job starts. After the sysimage build completes the sysimage is mounted to every Julia process the job utilizes (main and workers). JuliaHub users can choose to create a sysimage by checking the "Build SYSIMG" checkbox during job submission.
We now have simple caching based on the pre-built sysimage. This feature ensures that additional runs of a job with the same manifest will reuse the already built sysimage.
We're excited to introduce a fresh and modern user interface for JuliaHub. This update brings a host of usability improvements and a cleaner design, making user interactions smoother and ensures faster loading. UI improvements includes a major overhaul to Notifications, Registrator and Projects features.
We have added a new grouping for shared datasets for easy distinction. Using these groupings, end-users can easily distinguish between shared datasets based on who shared them.
Users can now create folders or directories in File explorer UI, this will help users to organize there files in an efficient way
We now have a new search filter for dependencies & dependents in the packages UI, using this feature, end-users can now search for direct and indirect dependencies & dependents for a particular package.
Users can now remove a project viewer's access by setting the resource's general access level to "No Access"

Enterprise

Job time limits can now be made optional by an admin on enterprise installs, if this option is enabled, end-users on the JuliaHub instance can start jobs with no time limits.

Applications

Julia version has been updated to v1.9.2 in Julia IDE and batch jobs
We have added following R packages to WindowsWorkstation app:- ggplot, ggPMX, xpose, xpose4 and vpc
Users can now access JuliaHub Datasets through R
Users can now install TinyTex packages, and all the newly installed TinyTex packages will automatically go to persistent storage, hence, these packages can be loaded across the sessions without installing them again.

v6.2.1

JuliaHub users can now extend the job time limit directly from the job details page
We now allow elastic distributed workloads on JuliaHub. Users get a choice to opt in for elastic cluster mode via job submission UI, jobs started with elastic cluster mode enabled will benefit from quick start times, resiliency to failures, and ability to dynamically (programmatically) scale jobs up or down.
We have redesigned the JuliaHub UI for better accessibility of all the features and resources.
ChatGPT integration with JuliaHub:- Users can now ask questions about Julia and Julia packages in a natural language, these questions are answered by ChatGPT, with context provided via existing documentation.
Pressing "/" in JuliaHub page; automatically passes control to search functionality, users don't have to manually click on the search box, they can press "/" and start typing the search query.
Registrator now supports bulk package registrations. End-user's can register more than one package at a time, this is useful in scenarios where the 2 or more new packages that are about to be registered are interdependent.
While creating a Project, end-users now get a choice to select editing "Workflow", as of now, there are 2 modes: "Concurrent editing" and "Exclusive editing". Concurrent editing lets multiple contributors work on a project at the same time, combining their changes when they're ready. In an exclusive editing workflow, the ability to modify files in the project is delegated to one contributor at a time.
We now show package synchronization status to non-admin users (Enterprise mode only)
We now show the registry that contains the package alongside with package description in JuliaHub docs page, this is helpful to enterprise customers who have multiple registries setup on their JuliaHub instance.

Applications

We have updated Pluto version to v0.19.26
We have removed all restrictions on user defined ENV variables (However, we do warn if your ENV is not POSIX.1 compliant)
Quarto is now available on JuliaHub as a commandline tool (Quarto VS-Code extension is not available at the moment)
JuliaHub now uses a dedicated JULIA_HOME for each IDE app
Improved interoperability across multiple versions of code-server.

v6.1.0

JuliaHub Projects: We're excited to introduce the JuliaHub Projects, a powerful new feature that allows you to encapsulate files, folders, datasets, code, and share permissions, all within JuliaHub. Collaborate and share your work with your team members with ease. Learn more about this feature by visiting https://juliahub.com/company/resources/webinar/improving-julia-collaboration/.
BlobTree Viewer: We've added a new Dataset Viewer feature that enables you to view the BlobTree. The BlobTree is an important data structure in JuliaHub that represents datasets as hierarchical blobs. To learn more about the BlobTree Viewer, please visit https://docs.juliahub.com/DataSets/4adr3/0.2.8/reference/#DataSets.BlobTree.

Enterprise

Event Auditing: You can now view JuliaHub events for auditing purposes. Keep track of all the changes happening within your enterprise account with this new feature.
Search Filter: We've added the ability to filter search results by multiple registries, making it easier to find the packages you need.
Repository Metadata Display: The metadata for Bitbucket packages is now displayed, making it easier to get the information you need about your repositories.

Applications

Gitlens Extension: We've added the Gitlens extension to the Julia IDE, enhancing your experience when working with Git repositories.
Julia Version Upgrade: We've upgraded the Julia version to 1.8.5, offering improved performance and stability.
User environment variables: Applications can load environment variables defined in the user's bashrc file.

v6.0.2

Provide free access to a 2VCPU, 16GB RAM machine for up to 20 hours per month
Bug fixes

v6.0.1

Bug fixes

v6.0.0

Users can add/view/edit their files without opening any app
New and improved Pluto home page
Automatic static export will now be available every time a notebook completes the execution loop
Ability to edit or run Pluto HTML notebooks with single click
Ability to create notebooks from a Pluto app
Ability to view a dataset
Ability to upload/download multiple versions of a dataset
Ability to manage jobs/apps from the home page
Bug fixes

Enterprise Version

Ability to re-run jobs (experimental)

Applications

Download/upload support added for Windows Workstation
Allow setting JULIA environment variables
Upgrade JuliaHub Extension to v0.6.9
Upgrade Julia IDE (CodeServer) to 4.8.2
Added utility programs like zip, gh

v5.8.5

Bug fixes

v5.8.4

Bug fixes

v5.8.2

Improved landing page
Bug fixes

v5.8.1

Bug fixes

v5.8.0

Official Julia binaries are now hosted
Streamlined application startup experience

Enterprise

Users can configure custom domain prefix for apps
New Application: Windows Workstation
Admins can configure multiple versions for job images
Bug fixes

v5.7.4

Bug fixes

v5.7.2

Bug fixes

v5.7.1

Bug fixes

v5.7.0

CPU and Memory usage of jobs are now available as charts
Bug fixes

Enterprise

Offline package server
New application: Windows Desktop
New feature: Projects (Experimental)

v5.6.1

Bug fixes

v5.6.0

Added links to PkgEval reports
Bug fixes

Enterprise

Automatic package registration for Bitbucket server
Support for multiple private registries
Support for SSH protocol during package registration
UI to trigger package documentation generation
UI to view synchronization failures with pkg.juliahub.com
UI to disable package versions in registry
Support for SSL Offloading
UI to toggle PkgServer authentication
K8s based installation/deployment is managed using Replicated

v5.5.2

Upgrade DocumentationGenerator to v0.4.7
Bug fixes

v5.5.1

AWS Credential configuration is now optional
Jobs: Julia version updated to v1.6.5
Jobs: Pluto updated to v0.17.7
Bug fixes

v5.5.0

App, job images configurable via UI
Ability to configure Job limit per user
Configurable session timeout for Application
Endpoint to give package server status
Sessions are now stored in the server instead of cookies
Package Stats for General registry
Option to limit container memory usage
Captcha added while adding credit cards
New User role: customer-admin
New dashboard for total monthly payments
Ability to view all datasets across all users
Bug fixes

v5.4.0

Support datasets sharing for LDAP users
New subdomain for package docs. For eg: https://docs.juliahub.com/PostgresORM/QI2db/0.1.6/ instead of https://juliahub.com/docs/PostgresORM/QI2db/0.1.6/
JuliaHub tutorials are now hosted at help.juliahub.com instead of docs.juliahub.com
Introducing JuliaSim IDE app
Support for SSL Offloading
Static CSRF protection for JuliaHub APIs
Admin UI to toggle PkgServer authentication
Admin UI to configure authorization
Cross container requests are now encrypted
Session cookies are now compressed and chunked.
Support for PNG, JPEG company logos
Add support for dataset owners and updates
Jobs: Automated ssh-key generation for easier git integration
Add tmux to CodeServer
Improved Pluto notebooks
Jobs: ability to set log levels
Integrate freshdesk support widget
App domains don't need re-authentication in Enterprise version