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There is currently a mix of DataHub and Datahub.
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**How can I increase per-user RAM/CPU?** | ||
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We recommend instructors to adapt the materials to the 1GB requirement of the Datahub as it is convenient for most usecases. However, If you have a compelling reason to request for more RAM/CPU, use this [template](https://github.com/berkeley-dsep-infra/datahub/issues/new?assignees=&labels=support&template=higher-resources.md&title=Request+more+RAM+for+class+X). Provide rationale for this upgrade as it has cost implications for the service. | ||
We recommend instructors to adapt the materials to the 1GB requirement of the DataHub as it is convenient for most usecases. However, If you have a compelling reason to request for more RAM/CPU, use this [template](https://github.com/berkeley-dsep-infra/datahub/issues/new?assignees=&labels=support&template=higher-resources.md&title=Request+more+RAM+for+class+X). Provide rationale for this upgrade as it has cost implications for the service. | ||
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There are three factors we consider as part of the requests related to increasing RAM: | ||
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**As an instructor, What should I do if I want to conduct a workshop? Are there any existing hubs that I could repurpose?** | ||
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Yes. We certainly do support using our hubs for workshops. For example, [D-Lab](https://dlab.berkeley.edu/) uses Datahub to run its R workshops for students regularly. | ||
Yes. We certainly do support using our hubs for workshops. For example, [D-Lab](https://dlab.berkeley.edu/) uses DataHub to run its R workshops for students regularly. | ||
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Please send an email to Eric Van Dusen ([email protected])/Balaji Alwar ([email protected]) with the specific request you have in mind. | ||
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**What should I do If I want to switch from an existing hub to an R hub?** | ||
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You can directly use the [R Datahub](http://r.datahub.berkeley.edu/) dedicated to serving courses using R. If you have other specific requirements, please do reach out to us. | ||
You can directly use the [R DataHub](http://r.datahub.berkeley.edu/) dedicated to serving courses using R. If you have other specific requirements, please do reach out to us. | ||
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**When can I create a new hub?** | ||
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# Get yourself onboarded to DataHub | ||
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**I am instructor planning to teach using Datahub. What should I know prior to the start of the semester?** | ||
**I am instructor planning to teach using DataHub. What should I know prior to the start of the semester?** | ||
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##### General Updates | ||
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**Using Language Models in Assignments:** If you plan to incorporate language models into your assignments then please schedule a consultation with the infra team before releasing the assignments to students. For more details, please refer to the [documentation](https://ds-modules.github.io/curriculum-guide/technology/using-ai-llm.html). | ||
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**Datahub Link Generator:** A Berkeley specific fork of nbgitpuller browser extension called [“Datahub Link Generator”](https://chromewebstore.google.com/detail/datahub-link-generator/ijbgangngghdanhcnaliiobbiffocahf?hl=en) has been developed with few additional features. Please uninstall the old extension and reinstall the [latest version](https://chromewebstore.google.com/detail/datahub-link-generator/ijbgangngghdanhcnaliiobbiffocahf?hl=en) in Chrome so that you can get the recent updates and support. We encourage you to review this [documentation](https://ds-modules.github.io/curriculum-guide/workflow/distributing-notebooks.html#datahub-link-generator-chrome-extension) which provides detailed steps to generate assignment links through the new extension. | ||
**DataHub Link Generator:** A Berkeley specific fork of nbgitpuller browser extension called [“DataHub Link Generator”](https://chromewebstore.google.com/detail/datahub-link-generator/ijbgangngghdanhcnaliiobbiffocahf?hl=en) has been developed with few additional features. Please uninstall the old extension and reinstall the [latest version](https://chromewebstore.google.com/detail/datahub-link-generator/ijbgangngghdanhcnaliiobbiffocahf?hl=en) in Chrome so that you can get the recent updates and support. We encourage you to review this [documentation](https://ds-modules.github.io/curriculum-guide/workflow/distributing-notebooks.html#datahub-link-generator-chrome-extension) which provides detailed steps to generate assignment links through the new extension. | ||
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**Backup Students' Data:** We recommend that you inform students to back up their data (notebooks and datasets) on their local devices before the end of the semester. We have prepared [download instructions](https://ds-modules.github.io/curriculum-guide/workflow/download-archive.html) on how students can retrieve all of their archived files. We receive a lot of student requests to retrieve their files after the completion of the semester. Any upfront communication from your end about backing up their files will hopefully ease the workload for us. | ||
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**Slack Channel:** If you have anything you'd like to discuss with w/the infra team, please join the Slack channel. Access [uctech.slack.com](http://uctech.slack.com/) (anyone with a berkeley.edu account can get in) and join the #ucb-datahubs channel to interact with the infra team. | ||
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**Datahub Service Lead:** In addition, you can reach out to Balaji Alwar <[email protected]> directly if there are time-sensitive issues. | ||
**DataHub Service Lead:** In addition, you can reach out to Balaji Alwar <[email protected]> directly if there are time-sensitive issues. | ||
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##### Datahub - Common Requests | ||
##### DataHub - Common Requests | ||
**Packages:** Please test your assignments for hub compatibility before the start of the semester. Check whether all the needed Python/R packages and their required versions are installed. If not, please use the [package request template](https://github.com/berkeley-dsep-infra/datahub/issues/new?assignees=felder%2Cbalajialg&labels=package-request&template=package_request.yml&title=Request+python+package+X+for+class+Y) to raise a request to the infra team. The Infra team requires at least 2 business days for a turnaround on support requests such as this. | ||
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**Elevated Privilege Access:** You can use this [GitHub template](https://github.com/berkeley-dsep-infra/datahub/issues/new?assignees=balajialg&labels=support&template=admin_request.yml) to request [elevated privileges](https://ds-modules.github.io/curriculum-guide/faq/admin.html?highlight=admin) for course staff to troubleshoot student servers in the requested hub. | ||
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Finally, provide us with any feedback that will help us improve our hub operations. We want to ensure that you have a smooth experience teaching this semester. | ||
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**How can I learn more about Datahub to onboard myself?** | ||
**How can I learn more about DataHub to onboard myself?** | ||
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- If you are new to Datahub and want to know more, checkout [here](https://datahub.berkeley.edu/hub/login?next=%2Fhub%2F). | ||
- If you are new to DataHub and want to know more, checkout [here](https://datahub.berkeley.edu/hub/login?next=%2Fhub%2F). | ||
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- If you are interested in learning more about the configuration of various Berkeley hubs, you can checkout [UC Berkeley's JupyterHubs documentation](https://docs.datahub.berkeley.edu/en/latest/). | ||
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- If you want to set up a hub infrastructure at your end and are interested in learning more about the technical details, use this [Zero to JupyterHub with Kubernetes documentation](https://zero-to-jupyterhub.readthedocs.io/en/latest/). | ||
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**What languages are supported by the hub?** | ||
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Datahub primarily supports three languages - **Python, R and, Julia**. However, We also support other languages on a case-to-case basis. If you have a unique requirement for using a different programming language as part of your hub, Share your exact requirement over an email to [Eric Van Dusen](mailto:[email protected])/[Balaji Alwar](mailto:[email protected]) or raise a Github [issue](https://github.com/berkeley-dsep-infra/datahub/issues/new/choose). | ||
DataHub primarily supports three languages - **Python, R and, Julia**. However, We also support other languages on a case-to-case basis. If you have a unique requirement for using a different programming language as part of your hub, Share your exact requirement over an email to [Eric Van Dusen](mailto:[email protected])/[Balaji Alwar](mailto:[email protected]) or raise a Github [issue](https://github.com/berkeley-dsep-infra/datahub/issues/new/choose). | ||
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**How many hubs across the campus exist? Which courses use them extensively?** | ||
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**As an instructor what do I need to do to set up the hub for my course?** | ||
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Honestly, nothing! You are free to use the Datahub starting today. | ||
Honestly, nothing! You are free to use the DataHub starting today. | ||
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```{note} | ||
We expect that all course members log in using their UC Berkeley email id. We also expect that you are using [Datahub Link Generator](https://chromewebstore.google.com/detail/datahub-link-a/ijbgangngghdanhcnaliiobbiffocahf?hl=en) to distribute materials to your class. We can also help with setting up the links. | ||
We expect that all course members log in using their UC Berkeley email id. We also expect that you are using [DataHub Link Generator](https://chromewebstore.google.com/detail/datahub-link-a/ijbgangngghdanhcnaliiobbiffocahf?hl=en) to distribute materials to your class. We can also help with setting up the links. | ||
``` | ||
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**What instructions should I share with students at the start of the semester** | ||
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We can’t allow non UC Berkeley users as our authentication system only allows users with UC Berkeley email id. For such users, there are couple of options we recommend below, | ||
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- Use the [Calnet Sponsored Guests](https://calnetweb.berkeley.edu/calnet-departments/calnet-sponsored-guests) option to get temporary access to bcourses which will allow you to access the Datahub service. | ||
- Use the [Calnet Sponsored Guests](https://calnetweb.berkeley.edu/calnet-departments/calnet-sponsored-guests) option to get temporary access to bcourses which will allow you to access the DataHub service. | ||
- Use [Binder](https://mybinder.org/) or [Jupyterlite](https://jupyterlite.readthedocs.io/en/stable/) services to solve for the immediate needs. | ||
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**How do my students download their submissions as a PDF?** | ||
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# Who are we? | ||
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Here are the people in involved with Datahub Infrastructure and Modules team | ||
Here are the people in involved with DataHub Infrastructure and Modules team | ||
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| Name | Role | | ||
| :--- | :--- | | ||
| [Eric Van Dusen](mailto:[email protected]) | Tech and Outreach Lead at DSUS | | ||
| [Shane Knapp](mailto:[email protected]) | Technical Lead, Datahub Infrastructure | | ||
| [Shane Knapp](mailto:[email protected]) | Technical Lead, DataHub Infrastructure | | ||
| [Balaji Alwar](mailto:[email protected]) | Service Lead for JupyterHub Infrastructure | ||
| [Ryan Lovett](mailto:[email protected]) | Manages JupyterHub Infrastructure | | ||
| [Jonathan Felder](mailto:[email protected]) | Manages JupyterHub Infrastructure | | ||
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