Changes for page Using JupyterHub in HDC

Last modified by Dennis Segebarth on 2024/10/02 18:14
From version 7.1
edited by Dennis Segebarth
on 2024/08/16 08:53
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To version 1.6
edited by Susan Evans
on 2023/07/11 14:00
Change comment: (Autosaved)

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1 -{{box cssClass="floatinginfobox" title="Table of Contents"}}
2 -{{toc depth="2"/}}
3 -{{/box}}
4 -
5 -
6 6  JupyterHub is an open-source, multi-user version of Jupyter Notebook for performing analysis of Project files in the Core. More information can be found in the application documentation [[https:~~/~~/jupyter.org/>>https://jupyter.org/]].
7 7  
8 -[[image:1723798240534-407.png||height="189" width="291"]]
9 -
10 -
11 11  = How it Works =
12 12  
13 13  JupyterHub allows Project members to create or import Jupyter Notebooks into the Project Workspace environment, retrieve Project files from the Core, perform computational workflows on the data, and write the outputs back to the Core where they can be accessed by other Project members. JupyterHub spins up a new JupyterLab instance for each Project member.
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27 27  
28 28  = Launching JupyterHub =
29 29  
30 -[[image:1723798257792-201.png||height="121" width="349"]]
22 +[[image:HDC Project Workspace tool navigation Jupyterhub v1.0.0 2023-05-25.png||height="10%" width="30%"]]
31 31  
32 32  1. Launch your Project and click the **JupyterHub icon** in the left menu bar.
33 33  1. Click **Sign in with Keycloak** to initiate your session. JupyterHub automatically authenticates with your existing username and password and launches your session - no additional sign-in is required.
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42 42  1. In the Launcher, click the **Python 3 Notebook **icon, or click **File > New > Notebook**.
43 43  1. Create your Notebook.
44 44  
45 -[[image:1723798278604-114.png||height="376" width="865"]]
37 +[[image:Project Workspace Jupyter Create Python Notebook v2.1.6 2023-02-07.png||height="22%" width="50%"]]
46 46  
47 47  = Launching the Terminal =
48 48  
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51 51  1. In the Launcher, click the **Terminal **icon, or click **File > New > Terminal**.
52 52  1. The terminal window opens.
53 53  
54 -[[image:1723798293872-992.png||height="162" width="863"]]
46 +[[image:Project Workspace Jupyter Launch Terminal v2.1.6 2023-02-07.png||height="9%" width="50%"]]
55 55  
56 56  Ubuntu is used to host Jupyter Notebook. Use the command cat /etc/os-release to determine to current version of Ubuntu:
57 57  
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188 188  
189 189  Afterwards, the environment will be listed when you open the Launcher to open a new Jupyter Notebook:
190 190  
191 -[[image:1723798325144-485.png||height="436" width="867"]]
183 +[[image:Project Workspace Jupyter view new Kernel 2023-07-11.png||height="25%" width="50%"]]
192 192  
193 193  
194 194  and also from each opened Notebook, e.g., via **Kernel > Change Kernel…** :
195 195  
196 -[[image:1723798338447-469.png||height="317" width="247"]]
188 +[[image:Project Workspace Jupyter Kernel change Kernel dropdown 2023-07-11.png||height="64%" width="50%"]]
197 197  
198 198  = Installing New Python Packages =
199 199  
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283 283  * Open the login window and enter your HDC username and password (i.e. your EBRAINS account credentials).
284 284  * Grant access by clicking **Yes**.
285 285  
286 -[[image:1723798355215-434.png||height="352" width="379"]]
278 +[[image:Pilotcli Jupyter user login Grant Access window v2.4.0 2023-05-25.png||height="46%" width="50%"]]
287 287  
288 -[[image:1723798365454-527.png||height="123" width="376"]]
280 +[[image:Pilotcli Jupyter user login Device Login Successful v2.4.0 2023-05-25.png||height="16%" width="50%"]]
289 289  
290 290  * After successful confirmation, return to the terminal in your JupyterHub browser tab.
291 291  
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348 348  Reminder: Please follow Linux conventions for file management. If your filename contains spaces, wrap it in single or double quotes.
349 349  
350 350  * //Filename~:// “Chemical Tracking Data.csv”
351 -* //Source~:// Project “Indoc Test Project”, “Core” storage zone, folder “collaborator4” {{code}}indoctestproject/collaborator4/Chemical Tracking Data.csv -z core{{/code}}
352 -* //Destination: //user's Home directory in the Guacamole or JupyterHub VM {{code}}.{{/code}}
353 -* //Command group/option: //{{code}}file sync{{/code}}
343 +* //Source~:// Project “Indoc Test Project”, “Core” storage zone, folder “collaborator4” indoctestproject/collaborator4/Chemical Tracking Data.csv -z core
344 +* //Destination: //user's Home directory in the Guacamole or JupyterHub VM .
345 +* //Command group/option: //file sync
354 354  
355 355  {{code language="none"}}
356 356  collaborator4@jupyter-collaborator4:~$ pilotcli file sync indoctestproject/collaborator4/'Chemical Tracking Data.csv' . -z core
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359 359  File has been downloaded successfully and saved to: ./Chemical Tracking Data.csv
360 360  {{/code}}
361 361  
362 -To confirm successful download, type {{code}}ls{{/code}} and verify the file "Chemical Tracking Data.csv" is stored in the Home folder.
363 363  
364 -{{code language="none"}}
365 -collaborator4@jupyter-collaborator4:~$ ls
366 -'Chemical Tracking Data.csv' pilotcli
367 -{{/code}}
368 368  
369 -The file “Chemical Tracking Data.csv” can be viewed in the JupyterHub graphical user interface:
370 370  
371 -[[image:1723798383409-873.png||height="267" width="874"]]
372 372  
358 +To confirm successful download, type ls and verify the file {{code}}Chemical Tracking Data.csv{{/code}} is stored in the Home folder.
373 373  
374 -== Uploading Project Data from JupyterHub using the Pilot Command Line Interface ==
375 -
376 -After analyzing Project data inside the JupyterHub, you can upload the generated outputs back into the Project via the Pilot Command Line Interface.
377 -
378 -=== Example ===
379 -
380 -* //Filename//: Chemical Tracking Data rev.csv
381 -* //Source~:// user's Home directory in JupyterHub {{code}}.{{/code}}
382 -* //Destination//: Project “Indoc Test Project”, folder “collaborator4”, “Core” storage zone,
383 -{{code}}indoctestproject/collaborator4{{/code}} {{code}}-z core{{/code}}
384 -* //Command group/option~:// {{code}}file upload{{/code}}
385 -* //User message// (for upload back to the Core): “my workbench output, no additional sensitive data"
386 -* //Command~:// {{code}}pilotcli file upload ./'Chemical Tracking Data rev.csv' -p{{/code}} {{code}}indoctestproject/collaborator4 -z core -m "my workbench output, no additional sensitive data"{{/code}}
387 -
388 -When uploading data to the Core, you are reminded that you are bypassing the usual Green Room upload workflow. To confirm, type {{code}}y{{/code}} at the prompt, or {{code}}N{{/code}} to cancel.
389 -
390 -{{code language="none"}}
391 -collaborator4@jupyter-collaborator4:~$ pilotcli file upload ./'Chemical Tracking Data rev.csv' -p indoctestproject/collaborator4 -z core -m "my workbench output, no additional sensitive data"
392 -You are about to transfer data directly to the PILOT Core! In accordance with the PILOT Terms of Use, please confirm that you have made your best efforts to
393 -pseudonymize or anonymize the data and that you have the legal authority to transfer and make this data available for dissemination and use within the PILOT .If you
394 -need to process the data to remove sensitive identifiers, please cancel this transfer and upload the data to the Green Room to perform these actions.
395 -To cancel this transfer, enter [n/No]
396 -To confirm and proceed with the data transfer, enter [y/Yes]
397 - [y/N]: y
398 -Starting upload of: ./Chemical Tracking Data rev.csv
399 -Pre-upload complete.
400 -Uploading Chemical Tracking Data rev.csv: |██████████████████████████████ 100% 00:00
401 -Upload Time: 2.92s for 1 files
402 -All uploading jobs have finished.
403 -{{/code}}
404 -
405 -After completing the upload, you can confirm the new file “Chemical Tracking Data rev.csv" exists in the correct directory using the pilotcli file list command and/or in the Portal File Explorer.
406 -
407 -{{code language="none"}}
408 -collaborator4@jupyter-collaborator4:~$ pilotcli file list indoctestproject/collaborator4 -z core
409 -Chemical Tracking Data rev.csv Chemical Tracking Data.csv
410 -{{/code}}
411 -
412 -[[image:1723798397694-530.png||height="217" width="863"]]
413 -
414 -----
415 -
416 -Copyright © 2023-2024 [[Indoc Systems>>url:https://www.indocsystems.com]].
417 -
418 -HealthDataCloud is powered by Pilot technology, a product of [[Indoc Systems>>url:https://www.indocsystems.com]].
419 -
360 +[[image:Jupyter downloaded file in Home folder v2.4.11 2023-05-25 1850.png||height="15%" width="50%"]]
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