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jupyter-server / jupyter_server

The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
https://jupyter-server.readthedocs.io
BSD 3-Clause "New" or "Revised" License
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New anon users generated ad infinitum when using IdentityProvider token #1245

Open daeh opened 1 year ago

daeh commented 1 year ago

Description

It's possible that I'm just doing something wrong but this behavior seems related to other issues so I'm posting it as a bug.

I'm using SSH port forwarding to execute code from VS code on a mac with a remote jupyter kernel on a Centos HPC. I was previously using jupyter notebook --no-browser --port=$ipnport --ip=$ipnip and a notebook token. I updated to jupyter-server v2 and now when I connect to the remote kernel, the server makes a new user every second or so, for as long as the connection is open:

[I 2023-03-25 22:01:29.920 ServerApp] Generating new user for token-authenticated request: b7...
[I 2023-03-25 22:01:30.364 ServerApp] Generating new user for token-authenticated request: e1...
[I 2023-03-25 22:01:30.646 ServerApp] Generating new user for token-authenticated request: c0...

This looks to be related to #1033, as well as https://github.com/jupyterlab/jupyterlab/issues/13432, both of which were resolved by #1076. But I seem to not be the only one experiencing this issue recently (e.g. https://github.com/jupyter/docker-stacks/issues/1892 , https://github.com/NorESMhub/noresm-land-sites-platform/issues/169 , https://stackoverflow.com/questions/75830256/jupyter-spam-with-generating-new-user-for-token-authenticated-request-in-logs )

Reproduce

I'm using c.IdentityProvider.token = '...' in .jupyter/jupyter_server_config.py and jupyter server --no-browser --port=$ipnport --ip=$ipnip to open the connection.

I have tried numerous other configs but nothing seems to change the behavior. E.g. jupyter lab --no-browser --port=$ipnport --ip=$ipnip --ServerApp.password='' --ServerApp.jpserver_extensions="nbclassic=False" --ServerApp.tornado_settings='{"headers": {"Content-Security-Policy": "frame-ancestors *"}}' shows the same behavior.

Expected behavior

For jupyter server to create one user when the connection is established rather than a new user every second-ish.

Context

The troubleshooting output is too long to fit here, I'll post below

Command Line Output 
❯ XDG_RUNTIME_DIR=""
❯ iplport=****
❯ ipnport=****
❯ ipnip=$(hostname -i)
❯ jupyter server --no-browser --port=$ipnport --ip=$ipnip --ServerApp.jpserver_extensions="nbclassic=False" --debug
[D 2023-03-26 02:03:24.992 ServerApp] Searching ['~/software/anaconda3/envs/ve_iaa_pytorch/etc/jupyter', '~/.jupyter', '~/.local/etc/jupyter', '/usr/local/etc/jupyter', '/etc/jupyter'] for config files
[D 2023-03-26 02:03:24.993 ServerApp] Looking for jupyter_config in /etc/jupyter
[D 2023-03-26 02:03:24.994 ServerApp] Looking for jupyter_config in /usr/local/etc/jupyter
[D 2023-03-26 02:03:24.994 ServerApp] Looking for jupyter_config in ~/.local/etc/jupyter
[D 2023-03-26 02:03:24.995 ServerApp] Looking for jupyter_config in ~/.jupyter
[D 2023-03-26 02:03:24.995 ServerApp] Looking for jupyter_config in ~/software/anaconda3/envs/ve_iaa_pytorch/etc/jupyter
[D 2023-03-26 02:03:24.998 ServerApp] Looking for jupyter_server_config in /etc/jupyter
[D 2023-03-26 02:03:24.999 ServerApp] Looking for jupyter_server_config in /usr/local/etc/jupyter
[D 2023-03-26 02:03:24.999 ServerApp] Looking for jupyter_server_config in ~/.local/etc/jupyter
[D 2023-03-26 02:03:24.999 ServerApp] Looking for jupyter_server_config in ~/.jupyter
[D 2023-03-26 02:03:25.002 ServerApp] Loaded config file: ~/.jupyter/jupyter_server_config.py
[D 2023-03-26 02:03:25.002 ServerApp] Looking for jupyter_server_config in ~/software/anaconda3/envs/ve_iaa_pytorch/etc/jupyter
[D 2023-03-26 02:03:25.012 ServerApp] Paths used for configuration of jupyter_server_config:
        /etc/jupyter/jupyter_server_config.json
[D 2023-03-26 02:03:25.013 ServerApp] Paths used for configuration of jupyter_server_config:
        /usr/local/etc/jupyter/jupyter_server_config.json
[D 2023-03-26 02:03:25.013 ServerApp] Paths used for configuration of jupyter_server_config:
        ~/.local/etc/jupyter/jupyter_server_config.json
[D 2023-03-26 02:03:25.014 ServerApp] Paths used for configuration of jupyter_server_config:
        ~/.jupyter/jupyter_server_config.json
[D 2023-03-26 02:03:25.015 ServerApp] Paths used for configuration of jupyter_server_config:
        ~/software/anaconda3/envs/ve_iaa_pytorch/etc/jupyter/jupyter_server_config.d/jupyter_server_fileid.json
        ~/software/anaconda3/envs/ve_iaa_pytorch/etc/jupyter/jupyter_server_config.d/jupyter_server_terminals.json
        ~/software/anaconda3/envs/ve_iaa_pytorch/etc/jupyter/jupyter_server_config.d/jupyter_server_ydoc.json
        ~/software/anaconda3/envs/ve_iaa_pytorch/etc/jupyter/jupyter_server_config.d/jupyterlab.json
        ~/software/anaconda3/envs/ve_iaa_pytorch/etc/jupyter/jupyter_server_config.d/nbclassic.json
        ~/software/anaconda3/envs/ve_iaa_pytorch/etc/jupyter/jupyter_server_config.d/notebook_shim.json
        ~/software/anaconda3/envs/ve_iaa_pytorch/etc/jupyter/jupyter_server_config.json
[I 2023-03-26 02:03:25.034 ServerApp] Package jupyter_server_fileid took 0.0077s to import
[I 2023-03-26 02:03:25.063 ServerApp] Package jupyter_server_terminals took 0.0282s to import
[I 2023-03-26 02:03:25.168 ServerApp] Package jupyter_server_ydoc took 0.1041s to import
[I 2023-03-26 02:03:25.414 ServerApp] Package jupyterlab took 0.2449s to import
[I 2023-03-26 02:03:26.007 ServerApp] Package notebook_shim took 0.0001s to import
[W 2023-03-26 02:03:26.008 ServerApp] A `_jupyter_server_extension_points` function was not found in notebook_shim. Instead, a `_jupyter_server_extension_paths` function was found and will be used for now. This function name will be deprecated in future releases of Jupyter Server.
[I 2023-03-26 02:03:26.026 ServerApp] jupyter_server_fileid | extension was successfully linked.
[I 2023-03-26 02:03:26.040 ServerApp] jupyter_server_terminals | extension was successfully linked.
[I 2023-03-26 02:03:26.054 ServerApp] jupyter_server_ydoc | extension was successfully linked.
[I 2023-03-26 02:03:26.073 ServerApp] jupyterlab | extension was successfully linked.
[D 2023-03-26 02:03:26.900 ServerApp] Paths used for configuration of jupyter_notebook_config:
        ~/.jupyter/jupyter_notebook_config.json
[D 2023-03-26 02:03:26.901 ServerApp] Paths used for configuration of jupyter_notebook_config:
        /etc/jupyter/jupyter_notebook_config.json
[D 2023-03-26 02:03:26.901 ServerApp] Paths used for configuration of jupyter_notebook_config:
        /usr/local/etc/jupyter/jupyter_notebook_config.json
[D 2023-03-26 02:03:26.902 ServerApp] Paths used for configuration of jupyter_notebook_config:
        ~/.local/etc/jupyter/jupyter_notebook_config.json
[D 2023-03-26 02:03:26.902 ServerApp] Paths used for configuration of jupyter_notebook_config:
        ~/.jupyter/jupyter_notebook_config.json
[D 2023-03-26 02:03:26.903 ServerApp] Paths used for configuration of jupyter_notebook_config:
        ~/software/anaconda3/envs/ve_iaa_pytorch/etc/jupyter/jupyter_notebook_config.d/jupyter_server_ydoc.json
        ~/software/anaconda3/envs/ve_iaa_pytorch/etc/jupyter/jupyter_notebook_config.d/jupyterlab.json
        ~/software/anaconda3/envs/ve_iaa_pytorch/etc/jupyter/jupyter_notebook_config.json
[I 2023-03-26 02:03:26.906 ServerApp] notebook_shim | extension was successfully linked.
[I 2023-03-26 02:03:27.226 ServerApp] notebook_shim | extension was successfully loaded.
[I 2023-03-26 02:03:27.227 FileIdExtension] Configured File ID manager: ArbitraryFileIdManager
[I 2023-03-26 02:03:27.228 FileIdExtension] ArbitraryFileIdManager : Configured root dir: ~/ite_iaa/ite_gb_inverseappraisal/code
[I 2023-03-26 02:03:27.228 FileIdExtension] ArbitraryFileIdManager : Configured database path: ~/.local/share/jupyter/file_id_manager.db
[I 2023-03-26 02:03:27.229 FileIdExtension] ArbitraryFileIdManager : Successfully connected to database file.
[I 2023-03-26 02:03:27.229 FileIdExtension] ArbitraryFileIdManager : Creating File ID tables and indices with journal_mode = DELETE
[I 2023-03-26 02:03:27.236 FileIdExtension] Attached event listeners.
[I 2023-03-26 02:03:27.237 ServerApp] jupyter_server_fileid | extension was successfully loaded.
[I 2023-03-26 02:03:27.240 ServerApp] jupyter_server_terminals | extension was successfully loaded.
[I 2023-03-26 02:03:27.241 ServerApp] jupyter_server_ydoc | extension was successfully loaded.
[I 2023-03-26 02:03:27.243 LabApp] JupyterLab extension loaded from ~/software/anaconda3/envs/ve_iaa_pytorch/lib/python3.10/site-packages/jupyterlab
[I 2023-03-26 02:03:27.243 LabApp] JupyterLab application directory is ~/software/anaconda3/envs/ve_iaa_pytorch/share/jupyter/lab
[I 2023-03-26 02:03:27.251 ServerApp] jupyterlab | extension was successfully loaded.
[I 2023-03-26 02:03:27.251 ServerApp] Serving notebooks from local directory: ~/ite_iaa/ite_gb_inverseappraisal/code
[I 2023-03-26 02:03:27.251 ServerApp] Jupyter Server 2.4.0 is running at:
[I 2023-03-26 02:03:27.252 ServerApp] http://172.**.**.***:8458/?token=...
[I 2023-03-26 02:03:27.252 ServerApp]     http://127.0.0.1:8458/?token=...
[I 2023-03-26 02:03:27.252 ServerApp] Use Control-C to stop this server and shut down all kernels (twice to skip confirmation).
[D 2023-03-26 02:04:49.936 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:49.937 ServerApp] Generating new user for token-authenticated request: b6f3db5b297f4419b4e857742fc9eaba
[W 2023-03-26 02:04:49.939 ServerApp] 404 DELETE /api/sessions/d884d45b-6edb-4538-a9ae-d1bcbef676bf?1679810689733 (172.**.**.***): Session not found: session_id='d884d45b-6edb-4538-a9ae-d1bcbef676bf'
[W 2023-03-26 02:04:49.940 ServerApp] wrote error: "Session not found: session_id='d884d45b-6edb-4538-a9ae-d1bcbef676bf'"
    Traceback (most recent call last):
      File "~/software/anaconda3/envs/ve_iaa_pytorch/lib/python3.10/site-packages/tornado/web.py", line 1713, in _execute
        result = await result
      File "~/software/anaconda3/envs/ve_iaa_pytorch/lib/python3.10/site-packages/jupyter_server/services/sessions/handlers.py", line 190, in delete
        await sm.delete_session(session_id)
      File "~/software/anaconda3/envs/ve_iaa_pytorch/lib/python3.10/site-packages/jupyter_server/services/sessions/sessionmanager.py", line 523, in delete_session
        session = await self.get_session(session_id=session_id)
      File "~/software/anaconda3/envs/ve_iaa_pytorch/lib/python3.10/site-packages/jupyter_server/services/sessions/sessionmanager.py", line 427, in get_session
        raise web.HTTPError(404, "Session not found: %s" % (", ".join(q)))
    tornado.web.HTTPError: HTTP 404: Not Found (Session not found: session_id='d884d45b-6edb-4538-a9ae-d1bcbef676bf')
[W 2023-03-26 02:04:49.995 ServerApp] 404 DELETE /api/sessions/d884d45b-6edb-4538-a9ae-d1bcbef676bf?1679810689733 (b6f3db5b297f4419b4e857742fc9eaba@172.**.**.***) 59.76ms referer=None
[D 2023-03-26 02:04:50.215 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:50.215 ServerApp] Generating new user for token-authenticated request: d903a67ee2ce475ebc6a698a99587c59
[D 2023-03-26 02:04:50.218 ServerApp] 200 GET /api/sessions?1679810690008 (d903a67ee2ce475ebc6a698a99587c59@172.**.**.***) 3.76ms
[D 2023-03-26 02:04:50.219 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:50.219 ServerApp] Generating new user for token-authenticated request: 4d9f8b880c8647609a88f5278f34ae0a
[D 2023-03-26 02:04:50.221 ServerApp] 200 GET /api/kernels?1679810690013 (4d9f8b880c8647609a88f5278f34ae0a@172.**.**.***) 2.58ms
[D 2023-03-26 02:04:51.039 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:51.040 ServerApp] Generating new user for token-authenticated request: b093f3fc2923417998ff0a46d7bb8c2d
[D 2023-03-26 02:04:51.042 ServerApp] 200 GET /api/kernels?1679810690843 (b093f3fc2923417998ff0a46d7bb8c2d@172.**.**.***) 3.35ms
[D 2023-03-26 02:04:51.949 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:51.950 ServerApp] Generating new user for token-authenticated request: adeba815d9a041ff98267e2dcc2a0c09
[D 2023-03-26 02:04:51.958 ServerApp] Found kernel python3 in ~/software/anaconda3/envs/ve_iaa_pytorch/share/jupyter/kernels
[D 2023-03-26 02:04:54.479 ServerApp] 200 GET /api/kernelspecs?1679810691745 (adeba815d9a041ff98267e2dcc2a0c09@172.**.**.***) 2531.48ms
[D 2023-03-26 02:04:54.480 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:54.481 ServerApp] Generating new user for token-authenticated request: f94b39ebb1164d239014fd06d35024c2
[D 2023-03-26 02:04:54.482 ServerApp] 200 GET /api/kernels?1679810691749 (f94b39ebb1164d239014fd06d35024c2@172.**.**.***) 2533.24ms
[D 2023-03-26 02:04:54.483 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:54.483 ServerApp] Generating new user for token-authenticated request: 9fcfed158dbe4e90b62f199bb807217d
[D 2023-03-26 02:04:54.485 ServerApp] Found kernel python3 in ~/software/anaconda3/envs/ve_iaa_pytorch/share/jupyter/kernels
[D 2023-03-26 02:04:54.489 ServerApp] 200 GET /api/kernelspecs?1679810691752 (9fcfed158dbe4e90b62f199bb807217d@172.**.**.***) 6.75ms
[D 2023-03-26 02:04:54.492 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:54.493 ServerApp] Generating new user for token-authenticated request: e28c6a63aa504e45b95ea5f44312ee42
[D 2023-03-26 02:04:54.494 ServerApp] 200 GET /api/kernels?1679810691754 (e28c6a63aa504e45b95ea5f44312ee42@172.**.**.***) 3.35ms
[D 2023-03-26 02:04:54.494 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:54.494 ServerApp] Generating new user for token-authenticated request: 5d9c0352565e4be6b61712fa5944dc6b
[D 2023-03-26 02:04:54.495 ServerApp] 200 GET /api/kernels?1679810691755 (5d9c0352565e4be6b61712fa5944dc6b@172.**.**.***) 4.46ms
[D 2023-03-26 02:04:54.496 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:54.496 ServerApp] Generating new user for token-authenticated request: b751740685854aaca515f2dc18800287
[D 2023-03-26 02:04:54.497 ServerApp] 200 GET /api/sessions?1679810691757 (b751740685854aaca515f2dc18800287@172.**.**.***) 5.57ms
[D 2023-03-26 02:04:54.497 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:54.497 ServerApp] Generating new user for token-authenticated request: a0a412414d524432aadc794dcd61ef88
[D 2023-03-26 02:04:54.498 ServerApp] 200 GET /api/kernels?1679810691758 (a0a412414d524432aadc794dcd61ef88@172.**.**.***) 6.62ms
[D 2023-03-26 02:04:54.499 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:54.499 ServerApp] Generating new user for token-authenticated request: 9aa052fc49cd45c8a03efa60ee17c64b
[D 2023-03-26 02:04:54.500 ServerApp] 200 GET /api/sessions?1679810691762 (9aa052fc49cd45c8a03efa60ee17c64b@172.**.**.***) 7.67ms
[D 2023-03-26 02:04:54.705 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:54.706 ServerApp] Generating new user for token-authenticated request: 5e45e93ac3ca4780a7ea82beb71a2d7c
[D 2023-03-26 02:04:54.709 ServerApp] Found kernel python3 in ~/software/anaconda3/envs/ve_iaa_pytorch/share/jupyter/kernels
[D 2023-03-26 02:04:54.715 ServerApp] 200 GET /api/kernelspecs?1679810694452 (5e45e93ac3ca4780a7ea82beb71a2d7c@172.**.**.***) 10.16ms
[D 2023-03-26 02:04:54.717 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:54.717 ServerApp] Generating new user for token-authenticated request: 9289c1a6b095494bb5a0192b33b28023
[D 2023-03-26 02:04:54.720 ServerApp] Found kernel python3 in ~/software/anaconda3/envs/ve_iaa_pytorch/share/jupyter/kernels
[D 2023-03-26 02:04:54.726 ServerApp] 200 GET /api/kernelspecs?1679810694437 (9289c1a6b095494bb5a0192b33b28023@172.**.**.***) 10.50ms
[D 2023-03-26 02:04:54.726 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:54.726 ServerApp] Generating new user for token-authenticated request: 22829e8704784517b381a8dcc3b48665
[D 2023-03-26 02:04:54.729 ServerApp] Found kernel python3 in ~/software/anaconda3/envs/ve_iaa_pytorch/share/jupyter/kernels
[D 2023-03-26 02:04:54.734 ServerApp] 200 GET /api/kernelspecs?1679810694454 (22829e8704784517b381a8dcc3b48665@172.**.**.***) 18.12ms
[D 2023-03-26 02:04:54.734 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:54.735 ServerApp] Generating new user for token-authenticated request: 8eacf34301f143c49be5679e7daae7cf
[D 2023-03-26 02:04:54.737 ServerApp] Found kernel python3 in ~/software/anaconda3/envs/ve_iaa_pytorch/share/jupyter/kernels
[D 2023-03-26 02:04:54.743 ServerApp] 200 GET /api/kernelspecs?1679810694456 (8eacf34301f143c49be5679e7daae7cf@172.**.**.***) 26.75ms
[D 2023-03-26 02:04:54.813 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:54.814 ServerApp] Generating new user for token-authenticated request: 7aa1431941024139b211faa200878346
[D 2023-03-26 02:04:54.815 ServerApp] 200 GET /api/sessions?1679810694621 (7aa1431941024139b211faa200878346@172.**.**.***) 2.51ms
[D 2023-03-26 02:04:55.117 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:55.117 ServerApp] Generating new user for token-authenticated request: 98787ca6f17247169a79b466c1730e0f
[D 2023-03-26 02:04:55.119 ServerApp] 200 GET /api/sessions?1679810694864 (98787ca6f17247169a79b466c1730e0f@172.**.**.***) 2.86ms
[D 2023-03-26 02:04:58.410 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:58.411 ServerApp] Generating new user for token-authenticated request: 016f76fa87d948d29f43e61b0d0f1641
[D 2023-03-26 02:04:58.413 ServerApp] 200 GET /api/kernels?1679810698213 (016f76fa87d948d29f43e61b0d0f1641@172.**.**.***) 3.06ms
[D 2023-03-26 02:04:58.486 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:58.487 ServerApp] Generating new user for token-authenticated request: e0d2876788fd4e09bef15653d8d82dcc
[D 2023-03-26 02:04:58.490 ServerApp] Found kernel python3 in ~/software/anaconda3/envs/ve_iaa_pytorch/share/jupyter/kernels
[D 2023-03-26 02:04:58.496 ServerApp] 200 GET /api/kernelspecs?1679810698218 (e0d2876788fd4e09bef15653d8d82dcc@172.**.**.***) 10.43ms
[D 2023-03-26 02:04:58.760 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:58.761 ServerApp] Generating new user for token-authenticated request: 0b68be53811b46d8b69317a45b93afdf
[I 2023-03-26 02:04:58.762 ServerApp] Creating new notebook in
[D 2023-03-26 02:04:58.888 ServerApp] Saving ~/ite_iaa/ite_gb_inverseappraisal/code/Untitled.ipynb
[D 2023-03-26 02:04:59.029 ServerApp] 201 POST /api/contents?1679810698503 (0b68be53811b46d8b69317a45b93afdf@172.**.**.***) 269.80ms
[D 2023-03-26 02:04:59.236 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:59.236 ServerApp] Generating new user for token-authenticated request: a13ba080d5b14a308a60b3bde175a8be
[D 2023-03-26 02:04:59.243 ServerApp] Renaming checkpoint ~/ite_iaa/ite_gb_inverseappraisal/code/.ipynb_checkpoints/Untitled-checkpoint.ipynb -> ~/ite_iaa/ite_gb_inverseappraisal/code/.ipynb_checkpoints/caa_main.py-jvsc-df371516-2c79-478b-9455-649f3cd8eb3ce74bae1c-2f73-4ed7-9433-9174119b7f56-checkpoint.ipynb
[D 2023-03-26 02:04:59.247 ServerApp] 200 PATCH /api/contents/Untitled.ipynb?1679810698984 (a13ba080d5b14a308a60b3bde175a8be@172.**.**.***) 12.87ms
[D 2023-03-26 02:04:59.458 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:59.459 ServerApp] Generating new user for token-authenticated request: 5ac41f34c75243d2bd6a8e0258ffcc30
[D 2023-03-26 02:04:59.469 ServerApp] Instantiating kernel 'Python 3 (ipykernel)' with kernel provisioner: local-provisioner
[D 2023-03-26 02:04:59.494 ServerApp] Starting kernel: ['~/software/anaconda3/envs/ve_iaa_pytorch/bin/python', '-m', 'ipykernel_launcher', '-f', '~/.local/share/jupyter/runtime/kernel-f8eff202-970d-4500-b2fa-5179642e4946.json']
[D 2023-03-26 02:04:59.498 ServerApp] Connecting to: tcp://127.0.0.1:49483
[D 2023-03-26 02:04:59.510 ServerApp] Connecting to: tcp://127.0.0.1:56492
[I 2023-03-26 02:04:59.512 ServerApp] Kernel started: f8eff202-970d-4500-b2fa-5179642e4946
[D 2023-03-26 02:04:59.512 ServerApp] Kernel args: {'kernel_name': 'python3', 'env': {'XDG_SESSION_ID': '538292', 'TERM': 'xterm-256color', 'SHELL': '/bin/bash', 'SSH_CLIENT': '71.237.71.40 63981 22', 'SSH_TTY': '/dev/pts/275', 'USER': 'dae', 'DEFAULT_TMUX_SHELL': '~/me/zsh/bin/zsh', 'MAIL': '/var/spool/mail/dae', 'PATH': '~/software/anaconda3/envs/ve_iaa_pytorch/bin:~/software/anaconda3/condabin:~/software/texlive/bin/x86_64-linux:~/software/node-v12.14.0-linux-x64/bin:/cm/shared/openmind/gcc/11.1.0/bin:/usr/lib64/qt-3.3/bin:~/me/zsh/bin:~/me/vim/bin:~/me/tmux/bin:~/me/git/bin:/usr/local/bin:/usr/bin:~/bin:/usr/local/sbin:/usr/sbin', 'PWD': '~/ite_iaa/ite_gb_inverseappraisal/code', 'LANG': 'en_US.UTF-8', 'SHLVL': '2', 'HOME': '/home/dae', 'LOGNAME': 'dae', 'ME_PATH': '~/me', 'SSH_CONNECTION': '71.237.71.40 63981 18.13.53.52 22', 'XDG_RUNTIME_DIR': '', '_': '~/software/anaconda3/envs/ve_iaa_pytorch/bin/jupyter', 'OLDPWD': '~/ite_iaa/ite_gb_inverseappraisal', 'HISTCONTROL': 'ignoredups', 'HOSTNAME': 'openmind7', 'HISTSIZE': '50000', 'TMOUT': '604800', 'LS_COLORS': 'rs=0:di=38;5;27:ln=38;5;51:mh=44;38;5;15:pi=40;38;5;11:so=38;5;13:do=38;5;5:bd=48;5;232;38;5;11:cd=48;5;232;38;5;3:or=48;5;232;38;5;9:mi=05;48;5;232;38;5;15:su=48;5;196;38;5;15:sg=48;5;11;38;5;16:ca=48;5;196;38;5;226:tw=48;5;10;38;5;16:ow=48;5;10;38;5;21:st=48;5;21;38;5;15:ex=38;5;34:*.tar=38;5;9:*.tgz=38;5;9:*.arc=38;5;9:*.arj=38;5;9:*.taz=38;5;9:*.lha=38;5;9:*.lz4=38;5;9:*.lzh=38;5;9:*.lzma=38;5;9:*.tlz=38;5;9:*.txz=38;5;9:*.tzo=38;5;9:*.t7z=38;5;9:*.zip=38;5;9:*.z=38;5;9:*.Z=38;5;9:*.dz=38;5;9:*.gz=38;5;9:*.lrz=38;5;9:*.lz=38;5;9:*.lzo=38;5;9:*.xz=38;5;9:*.bz2=38;5;9:*.bz=38;5;9:*.tbz=38;5;9:*.tbz2=38;5;9:*.tz=38;5;9:*.deb=38;5;9:*.rpm=38;5;9:*.jar=38;5;9:*.war=38;5;9:*.ear=38;5;9:*.sar=38;5;9:*.rar=38;5;9:*.alz=38;5;9:*.ace=38;5;9:*.zoo=38;5;9:*.cpio=38;5;9:*.7z=38;5;9:*.rz=38;5;9:*.cab=38;5;9:*.jpg=38;5;13:*.jpeg=38;5;13:*.gif=38;5;13:*.bmp=38;5;13:*.pbm=38;5;13:*.pgm=38;5;13:*.ppm=38;5;13:*.tga=38;5;13:*.xbm=38;5;13:*.xpm=38;5;13:*.tif=38;5;13:*.tiff=38;5;13:*.png=38;5;13:*.svg=38;5;13:*.svgz=38;5;13:*.mng=38;5;13:*.pcx=38;5;13:*.mov=38;5;13:*.mpg=38;5;13:*.mpeg=38;5;13:*.m2v=38;5;13:*.mkv=38;5;13:*.webm=38;5;13:*.ogm=38;5;13:*.mp4=38;5;13:*.m4v=38;5;13:*.mp4v=38;5;13:*.vob=38;5;13:*.qt=38;5;13:*.nuv=38;5;13:*.wmv=38;5;13:*.asf=38;5;13:*.rm=38;5;13:*.rmvb=38;5;13:*.flc=38;5;13:*.avi=38;5;13:*.fli=38;5;13:*.flv=38;5;13:*.gl=38;5;13:*.dl=38;5;13:*.xcf=38;5;13:*.xwd=38;5;13:*.yuv=38;5;13:*.cgm=38;5;13:*.emf=38;5;13:*.axv=38;5;13:*.anx=38;5;13:*.ogv=38;5;13:*.ogx=38;5;13:*.aac=38;5;45:*.au=38;5;45:*.flac=38;5;45:*.mid=38;5;45:*.midi=38;5;45:*.mka=38;5;45:*.mp3=38;5;45:*.mpc=38;5;45:*.ogg=38;5;45:*.ra=38;5;45:*.wav=38;5;45:*.axa=38;5;45:*.oga=38;5;45:*.spx=38;5;45:*.xspf=38;5;45:', 'CVS_RSH': 'ssh', 'XDG_DATA_DIRS': '~/.local/share/flatpak/exports/share:/var/lib/flatpak/exports/share:/usr/local/share:/usr/share', 'SSH_ASKPASS': '/usr/libexec/openssh/gnome-ssh-askpass', 'LESSOPEN': '||/usr/bin/lesspipe.sh %s', 'MODULESHOME': '/usr/share/Modules', 'LOADEDMODULES': 'openmind/gcc/11.1.0:slurm/14', 'MODULEPATH': '/cm/shared/modulefiles:/home/software/modulefiles', 'NCARG_ROOT': '/usr', 'NCARG_LIB': '/usr/lib64/ncarg', 'NCARG_DATABASE': '/usr/lib64/ncarg/database', 'NCARG_FONTCAPS': '/usr/lib64/ncarg/fontcaps', 'NCARG_GRAPHCAPS': '/usr/lib64/ncarg/graphcaps', 'NCARG_NCARG': '/usr/share/ncarg', 'QT_GRAPHICSSYSTEM_CHECKED': '1', 'QTDIR': '/usr/lib64/qt-3.3', 'QTINC': '/usr/lib64/qt-3.3/include', 'QTLIB': '/usr/lib64/qt-3.3/lib', 'P9K_TTY': 'old', '_P9K_TTY': '/dev/pts/275', 'TMUX_COLOR': '#968164', 'LD_LIBRARY_PATH': '/cm/shared/openmind/gcc/11.1.0/lib:/cm/shared/openmind/gcc/11.1.0/lib64', '_LMFILES_': '/cm/shared/modulefiles/openmind/gcc/11.1.0:/cm/shared/modulefiles/slurm/14', 'ZSH': '~/.oh-my-zsh', 'ZSH_COMPDUMP': '~/.oh-my-zsh/cache/.zcompdump-openmind7', 'PAGER': 'less', 'LESS': '-R', 'LSCOLORS': 'Gxfxcxdxbxegedabagacad', 'ZSH_TMUX_TERM': 'screen-256color', '_ZSH_TMUX_FIXED_CONFIG': '~/.oh-my-zsh/plugins/tmux/tmux.only.conf', 'P9K_SSH': '1', '_P9K_SSH_TTY': '/dev/pts/275', 'project_name': 'ITE_IAAcmdstan', 'NVM_DIR': '~/.nvm', 'NVM_CD_FLAGS': '-q', 'NVM_RC_VERSION': '', 'CONDA_EXE': '~/software/anaconda3/bin/conda', '_CE_M': '', '_CE_CONDA': '', 'CONDA_PYTHON_EXE': '~/software/anaconda3/bin/python', 'CONDA_SHLVL': '3', 'CONDA_PREFIX': '~/software/anaconda3/envs/ve_iaa_pytorch', 'CONDA_DEFAULT_ENV': 've_iaa_pytorch', 'CONDA_PROMPT_MODIFIER': '(ve_iaa_pytorch) ', 'CONDA_PREFIX_1': '~/software/anaconda3', 'CONDA_PREFIX_2': '~/software/anaconda3/envs/omlab', 'CONDA_MKL_INTERFACE_LAYER_BACKUP': '', 'MKL_INTERFACE_LAYER': 'LP64,GNU', 'HOST': 'openmind7', 'PYDEVD_USE_FRAME_EVAL': 'NO', 'JPY_SESSION_NAME': '~/ite_iaa/ite_gb_inverseappraisal/code/1040a5f6-e8b8-40b2-84f6-ff6063682e62'}, 'cwd': '~/ite_iaa/ite_gb_inverseappraisal/code'}
[D 2023-03-26 02:04:59.514 ServerApp] 201 POST /api/sessions?1679810699203 (5ac41f34c75243d2bd6a8e0258ffcc30@172.**.**.***) 56.96ms
[D 2023-03-26 02:04:59.726 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:59.726 ServerApp] Generating new user for token-authenticated request: 4420b79f868b46629a1a8c08678f0f76
[D 2023-03-26 02:04:59.728 ServerApp] 200 GET /api/sessions?1679810699468 (4420b79f868b46629a1a8c08678f0f76@172.**.**.***) 2.77ms
[D 2023-03-26 02:04:59.935 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:59.935 ServerApp] Generating new user for token-authenticated request: a20e56dfd61e4092a0f0d63117da2569
[D 2023-03-26 02:04:59.938 ServerApp] Requesting kernel info from f8eff202-970d-4500-b2fa-5179642e4946
[D 2023-03-26 02:04:59.938 ServerApp] Connecting to: tcp://127.0.0.1:52742
[D 2023-03-26 02:04:59.942 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:59.943 ServerApp] Generating new user for token-authenticated request: b647de6cb2b54ab88aafc42d99d9330f
[W 2023-03-26 02:04:59.944 ServerApp] delete /caa_main.py-jvsc-df371516-2c79-478b-9455-649f3cd8eb3ce74bae1c-2f73-4ed7-9433-9174119b7f56.ipynb
[D 2023-03-26 02:04:59.944 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:04:59.945 ServerApp] Generating new user for token-authenticated request: 52f1d379ccc547068f2c9d2d132d28cf
[D 2023-03-26 02:04:59.946 ServerApp] 200 GET /api/kernels?1679810699690 (52f1d379ccc547068f2c9d2d132d28cf@172.**.**.***) 5.07ms
[W 2023-03-26 02:04:59.949 ServerApp] Skipping trash for ~/ite_iaa/ite_gb_inverseappraisal/code/caa_main.py-jvsc-df371516-2c79-478b-9455-649f3cd8eb3ce74bae1c-2f73-4ed7-9433-9174119b7f56.ipynb, on different device to home directory
[D 2023-03-26 02:04:59.949 ServerApp] Unlinking file ~/ite_iaa/ite_gb_inverseappraisal/code/caa_main.py-jvsc-df371516-2c79-478b-9455-649f3cd8eb3ce74bae1c-2f73-4ed7-9433-9174119b7f56.ipynb
[D 2023-03-26 02:04:59.953 ServerApp] unlinking ~/ite_iaa/ite_gb_inverseappraisal/code/.ipynb_checkpoints/caa_main.py-jvsc-df371516-2c79-478b-9455-649f3cd8eb3ce74bae1c-2f73-4ed7-9433-9174119b7f56-checkpoint.ipynb
[D 2023-03-26 02:04:59.955 ServerApp] 204 DELETE /api/contents/caa_main.py-jvsc-df371516-2c79-478b-9455-649f3cd8eb3ce74bae1c-2f73-4ed7-9433-9174119b7f56.ipynb?1679810699687 (b647de6cb2b54ab88aafc42d99d9330f@172.**.**.***) 15.29ms
[D 2023-03-26 02:05:00.978 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:00.978 ServerApp] Generating new user for token-authenticated request: 1c8bf791d3454ee8b2538c56abadee1d
[D 2023-03-26 02:05:00.981 ServerApp] 200 GET /api/kernels?1679810700777 (1c8bf791d3454ee8b2538c56abadee1d@172.**.**.***) 3.75ms
[D 2023-03-26 02:05:01.254 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:01.255 ServerApp] Generating new user for token-authenticated request: fbdb6e204d42482e8a606592148b67c8
[D 2023-03-26 02:05:01.257 ServerApp] 200 GET /api/kernels?1679810700998 (fbdb6e204d42482e8a606592148b67c8@172.**.**.***) 3.28ms
[D 2023-03-26 02:05:02.700 ServerApp] Received kernel info: {'status': 'ok', 'protocol_version': '5.3', 'implementation': 'ipython', 'implementation_version': '8.11.0', 'language_info': {'name': 'python', 'version': '3.10.9', 'mimetype': 'text/x-python', 'codemirror_mode': {'name': 'ipython', 'version': 3}, 'pygments_lexer': 'ipython3', 'nbconvert_exporter': 'python', 'file_extension': '.py'}, 'banner': "Python 3.10.9 | packaged by conda-forge | (main, Feb  2 2023, 20:20:04) [GCC 11.3.0]\nType 'copyright', 'credits' or 'license' for more information\nIPython 8.11.0 -- An enhanced Interactive Python. Type '?' for help.\n", 'help_links': [{'text': 'Python Reference', 'url': 'https://docs.python.org/3.10'}, {'text': 'IPython Reference', 'url': 'https://ipython.org/documentation.html'}, {'text': 'NumPy Reference', 'url': 'https://docs.scipy.org/doc/numpy/reference/'}, {'text': 'SciPy Reference', 'url': 'https://docs.scipy.org/doc/scipy/reference/'}, {'text': 'Matplotlib Reference', 'url': 'https://matplotlib.org/contents.html'}, {'text': 'SymPy Reference', 'url': 'http://docs.sympy.org/latest/index.html'}, {'text': 'pandas Reference', 'url': 'https://pandas.pydata.org/pandas-docs/stable/'}]}
[D 2023-03-26 02:05:02.702 ServerApp] 101 GET /api/kernels/f8eff202-970d-4500-b2fa-5179642e4946/channels?session_id=39958ba4-a26d-496e-a96b-8c3e604dcae0&token=[secret] (a20e56dfd61e4092a0f0d63117da2569@172.**.**.***) 2768.13ms
[I 2023-03-26 02:05:02.702 ServerApp] Connecting to kernel f8eff202-970d-4500-b2fa-5179642e4946.
[D 2023-03-26 02:05:02.703 ServerApp] Getting buffer for f8eff202-970d-4500-b2fa-5179642e4946
[D 2023-03-26 02:05:02.703 ServerApp] Connecting to: tcp://127.0.0.1:56492
[D 2023-03-26 02:05:02.704 ServerApp] Connecting to: tcp://127.0.0.1:52742
[D 2023-03-26 02:05:02.705 ServerApp] Connecting to: tcp://127.0.0.1:49483
[D 2023-03-26 02:05:02.705 ServerApp] Connecting to: tcp://127.0.0.1:48930
[D 2023-03-26 02:05:02.706 ServerApp] Connecting to: tcp://127.0.0.1:52742
[D 2023-03-26 02:05:02.706 ServerApp] Connecting to: tcp://127.0.0.1:49483
[D 2023-03-26 02:05:02.708 ServerApp] Nudge: attempt 1 on kernel f8eff202-970d-4500-b2fa-5179642e4946
[D 2023-03-26 02:05:02.714 ServerApp] Nudge: IOPub received: f8eff202-970d-4500-b2fa-5179642e4946
[D 2023-03-26 02:05:02.714 ServerApp] Nudge: resolving iopub future: f8eff202-970d-4500-b2fa-5179642e4946
[D 2023-03-26 02:05:02.717 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: status (busy)
[D 2023-03-26 02:05:02.719 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: status (busy)
[D 2023-03-26 02:05:02.723 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: status (idle)
[D 2023-03-26 02:05:02.723 ServerApp] Nudge: control info reply received: f8eff202-970d-4500-b2fa-5179642e4946
[D 2023-03-26 02:05:02.723 ServerApp] Nudge: resolving control future: f8eff202-970d-4500-b2fa-5179642e4946
[D 2023-03-26 02:05:02.724 ServerApp] Nudge: shell info reply received: f8eff202-970d-4500-b2fa-5179642e4946
[D 2023-03-26 02:05:02.727 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: status (idle)
[D 2023-03-26 02:05:02.827 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: status (busy)
[D 2023-03-26 02:05:02.829 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: status (idle)
[D 2023-03-26 02:05:02.848 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: status (busy)
[D 2023-03-26 02:05:02.851 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: execute_input
[D 2023-03-26 02:05:02.856 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: status (idle)
[D 2023-03-26 02:05:02.976 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: status (busy)
[D 2023-03-26 02:05:02.983 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: execute_input
[D 2023-03-26 02:05:02.992 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: stream
[D 2023-03-26 02:05:02.998 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: status (idle)
[D 2023-03-26 02:05:03.138 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: status (busy)
[D 2023-03-26 02:05:03.149 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: status (idle)
[D 2023-03-26 02:05:03.152 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: status (busy)
[D 2023-03-26 02:05:03.155 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: execute_input
[D 2023-03-26 02:05:03.161 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: status (idle)
[D 2023-03-26 02:05:03.177 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: status (busy)
[D 2023-03-26 02:05:03.192 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: execute_input
[D 2023-03-26 02:05:03.219 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: stream
[D 2023-03-26 02:05:03.227 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: status (idle)
[D 2023-03-26 02:05:03.233 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:03.233 ServerApp] Generating new user for token-authenticated request: cde8f04bb56a430488cb4f24d74af28a
[D 2023-03-26 02:05:03.237 ServerApp] Found kernel python3 in ~/software/anaconda3/envs/ve_iaa_pytorch/share/jupyter/kernels
[D 2023-03-26 02:05:03.244 ServerApp] 200 GET /api/kernelspecs?1679810703003 (cde8f04bb56a430488cb4f24d74af28a@172.**.**.***) 16.15ms
[D 2023-03-26 02:05:03.244 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:03.244 ServerApp] Generating new user for token-authenticated request: 8b98d10e303f44c3b4901b3c689f53c7
[D 2023-03-26 02:05:03.246 ServerApp] Found kernel python3 in ~/software/anaconda3/envs/ve_iaa_pytorch/share/jupyter/kernels
[D 2023-03-26 02:05:03.251 ServerApp] 200 GET /api/kernelspecs?1679810703005 (8b98d10e303f44c3b4901b3c689f53c7@172.**.**.***) 22.17ms
[D 2023-03-26 02:05:03.251 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:03.252 ServerApp] Generating new user for token-authenticated request: 89e9c5b736c14978a8c2e048fa9ad266
[D 2023-03-26 02:05:03.253 ServerApp] 200 GET /api/kernels?1679810703008 (89e9c5b736c14978a8c2e048fa9ad266@172.**.**.***) 23.44ms
[D 2023-03-26 02:05:03.253 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:03.253 ServerApp] Generating new user for token-authenticated request: e008e6b5a10c4bdb9f45f6428e250a16
[D 2023-03-26 02:05:03.255 ServerApp] 200 GET /api/kernels?1679810703011 (e008e6b5a10c4bdb9f45f6428e250a16@172.**.**.***) 24.66ms
[D 2023-03-26 02:05:03.255 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:03.255 ServerApp] Generating new user for token-authenticated request: eb65f38f8ceb421e8bfdb94e727e875d
[D 2023-03-26 02:05:03.256 ServerApp] 200 GET /api/kernels?1679810703013 (eb65f38f8ceb421e8bfdb94e727e875d@172.**.**.***) 25.82ms
[D 2023-03-26 02:05:03.257 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:03.257 ServerApp] Generating new user for token-authenticated request: 0e62f1b7d0f84c78ba469d5634b27afa
[D 2023-03-26 02:05:03.258 ServerApp] 200 GET /api/kernels?1679810703017 (0e62f1b7d0f84c78ba469d5634b27afa@172.**.**.***) 26.98ms
[D 2023-03-26 02:05:03.258 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:03.259 ServerApp] Generating new user for token-authenticated request: 7735e0876f1842c5b3b571fa5ca3101c
[D 2023-03-26 02:05:03.260 ServerApp] 200 GET /api/sessions?1679810703018 (7735e0876f1842c5b3b571fa5ca3101c@172.**.**.***) 28.33ms
[D 2023-03-26 02:05:03.261 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:03.261 ServerApp] Generating new user for token-authenticated request: 912f0c617c134ff0ab08fbe57934033a
[D 2023-03-26 02:05:03.262 ServerApp] 200 GET /api/sessions?1679810703021 (912f0c617c134ff0ab08fbe57934033a@172.**.**.***) 29.84ms
[D 2023-03-26 02:05:03.347 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: status (busy)
[D 2023-03-26 02:05:03.349 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: execute_input
[D 2023-03-26 02:05:03.351 ServerApp] activity on f8eff202-970d-4500-b2fa-5179642e4946: status (idle)
[D 2023-03-26 02:05:03.423 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:03.424 ServerApp] Generating new user for token-authenticated request: db66bad2f5594d33858f9ebf6d238448
[D 2023-03-26 02:05:03.428 ServerApp] Found kernel python3 in ~/software/anaconda3/envs/ve_iaa_pytorch/share/jupyter/kernels
[D 2023-03-26 02:05:03.434 ServerApp] 200 GET /api/kernelspecs?1679810703206 (db66bad2f5594d33858f9ebf6d238448@172.**.**.***) 11.27ms
[D 2023-03-26 02:05:03.436 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:03.436 ServerApp] Generating new user for token-authenticated request: 274b00d4d87943168b43d8e9a957b08d
[D 2023-03-26 02:05:03.439 ServerApp] Found kernel python3 in ~/software/anaconda3/envs/ve_iaa_pytorch/share/jupyter/kernels
[D 2023-03-26 02:05:03.445 ServerApp] 200 GET /api/kernelspecs?1679810703223 (274b00d4d87943168b43d8e9a957b08d@172.**.**.***) 10.71ms
[D 2023-03-26 02:05:03.446 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:03.446 ServerApp] Generating new user for token-authenticated request: 8aee281c89d3491abfca2bc5c2e2e719
[D 2023-03-26 02:05:03.448 ServerApp] Found kernel python3 in ~/software/anaconda3/envs/ve_iaa_pytorch/share/jupyter/kernels
[D 2023-03-26 02:05:03.453 ServerApp] 200 GET /api/kernelspecs?1679810703227 (8aee281c89d3491abfca2bc5c2e2e719@172.**.**.***) 18.06ms
[D 2023-03-26 02:05:05.008 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:05.009 ServerApp] Generating new user for token-authenticated request: 40d5312802a54e67b44bb24c5eb472a6
[D 2023-03-26 02:05:05.011 ServerApp] 200 GET /api/sessions?1679810704803 (40d5312802a54e67b44bb24c5eb472a6@172.**.**.***) 3.14ms
[D 2023-03-26 02:05:05.298 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:05.298 ServerApp] Generating new user for token-authenticated request: 2015273e652644f7a79157b77ce766ae
[D 2023-03-26 02:05:05.300 ServerApp] 200 GET /api/sessions?1679810705077 (2015273e652644f7a79157b77ce766ae@172.**.**.***) 3.01ms
[D 2023-03-26 02:05:09.888 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:09.889 ServerApp] Generating new user for token-authenticated request: 31fa02e0e87347009278a8def91cbcba
[D 2023-03-26 02:05:09.891 ServerApp] 200 GET /api/sessions?1679810709688 (31fa02e0e87347009278a8def91cbcba@172.**.**.***) 3.21ms
[D 2023-03-26 02:05:10.099 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:10.100 ServerApp] Generating new user for token-authenticated request: 30b1dee45439456d8f1328ba8a770d12
[D 2023-03-26 02:05:10.102 ServerApp] 200 GET /api/kernels?1679810709902 (30b1dee45439456d8f1328ba8a770d12@172.**.**.***) 3.12ms
[D 2023-03-26 02:05:11.129 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:11.130 ServerApp] Generating new user for token-authenticated request: 75ee6e4156f24351afc3d36c31a0ee51
[D 2023-03-26 02:05:11.132 ServerApp] 200 GET /api/kernels?1679810710935 (75ee6e4156f24351afc3d36c31a0ee51@172.**.**.***) 3.05ms
[D 2023-03-26 02:05:11.421 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:11.423 ServerApp] Generating new user for token-authenticated request: 53daa47ec1da41c4bdf5fbc1d2fbcbeb
[D 2023-03-26 02:05:11.427 ServerApp] 200 GET /api/kernels?1679810711217 (53daa47ec1da41c4bdf5fbc1d2fbcbeb@172.**.**.***) 11.79ms
[D 2023-03-26 02:05:15.167 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:15.167 ServerApp] Generating new user for token-authenticated request: 4bde67d5efc24d1994762ce9766195d9
[D 2023-03-26 02:05:15.169 ServerApp] 200 GET /api/sessions?1679810714972 (4bde67d5efc24d1994762ce9766195d9@172.**.**.***) 3.16ms
[D 2023-03-26 02:05:15.451 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:15.452 ServerApp] Generating new user for token-authenticated request: e94bb04268724812b332d6e84c801e00
[D 2023-03-26 02:05:15.453 ServerApp] 200 GET /api/sessions?1679810715258 (e94bb04268724812b332d6e84c801e00@172.**.**.***) 3.03ms
[D 2023-03-26 02:05:16.339 ServerApp] Accepting token-authenticated request from 172.**.**.***
[I 2023-03-26 02:05:16.339 ServerApp] Generating new user for token-authenticated request: 4373c695d8304238aea31066f19f3766
[D 2023-03-26 02:05:16.341 ServerApp] 200 GET /api/sessions?1679810716146 (4373c695d8304238aea31066f19f3766@172.**.**.***) 3.00ms
^C[I 2023-03-26 02:05:16.455 ServerApp] interrupted
[I 2023-03-26 02:05:16.456 ServerApp] Serving notebooks from local directory: ~/ite_iaa/ite_gb_inverseappraisal/code
    1 active kernel
    Jupyter Server 2.4.0 is running at:
    http://172.**.**.***:8458/?token=...
        http://127.0.0.1:8458/?token=...
Shutdown this Jupyter server (y/[n])? y
[C 2023-03-26 02:05:18.173 ServerApp] Shutdown confirmed
[I 2023-03-26 02:05:18.177 ServerApp] Shutting down 6 extensions
[D 2023-03-26 02:05:18.178 ServerApp] jupyter_server_fileid | extension app 'jupyter_server_fileid' stopping
[D 2023-03-26 02:05:18.178 ServerApp] jupyter_server_fileid | extension app 'jupyter_server_fileid' stopped
[D 2023-03-26 02:05:18.178 ServerApp] jupyter_server_terminals | extension app 'jupyter_server_terminals' stopping
[D 2023-03-26 02:05:18.178 ServerApp] jupyter_server_terminals | extension app 'jupyter_server_terminals' stopped
[D 2023-03-26 02:05:18.179 ServerApp] jupyter_server_ydoc | extension app 'jupyter_server_ydoc' stopping
[D 2023-03-26 02:05:18.179 ServerApp] jupyter_server_ydoc | extension app 'jupyter_server_ydoc' stopped
[D 2023-03-26 02:05:18.179 ServerApp] jupyterlab | extension app 'lab' stopping
[D 2023-03-26 02:05:18.179 ServerApp] jupyterlab | extension app 'lab' stopped
[I 2023-03-26 02:05:18.180 ServerApp] Shutting down 1 kernel
[D 2023-03-26 02:05:18.182 ServerApp] Clearing buffer for f8eff202-970d-4500-b2fa-5179642e4946
[I 2023-03-26 02:05:18.182 ServerApp] Kernel shutdown: f8eff202-970d-4500-b2fa-5179642e4946
[D 2023-03-26 02:05:18.800 ServerApp] Websocket closed f8eff202-970d-4500-b2fa-5179642e4946:39958ba4-a26d-496e-a96b-8c3e604dcae0
welcome[bot] commented 1 year ago

Thank you for opening your first issue in this project! Engagement like this is essential for open source projects! :hugs:
If you haven't done so already, check out Jupyter's Code of Conduct. Also, please try to follow the issue template as it helps other other community members to contribute more effectively. welcome You can meet the other Jovyans by joining our Discourse forum. There is also an intro thread there where you can stop by and say Hi! :wave:
Welcome to the Jupyter community! :tada:

daeh commented 1 year ago

cont.

Troubleshoot Output 
❯ jupyter troubleshoot
$PATH:
    ~/software/anaconda3/envs/ve_iaa_pytorch/bin
    ~/software/anaconda3/condabin
    ~/software/texlive/bin/x86_64-linux
    ~/software/node-v12.14.0-linux-x64/bin
    /cm/shared/openmind/gcc/11.1.0/bin
    /usr/lib64/qt-3.3/bin
    ~/me/zsh/bin
    ~/me/vim/bin
    ~/me/tmux/bin
    ~/me/git/bin
    /usr/local/bin
    /usr/bin
    ~/bin
    /usr/local/sbin
    /usr/sbin

sys.path:
    ~/software/anaconda3/envs/ve_iaa_pytorch/bin
    ~/software/anaconda3/envs/ve_iaa_pytorch/lib/python310.zip
    ~/software/anaconda3/envs/ve_iaa_pytorch/lib/python3.10
    ~/software/anaconda3/envs/ve_iaa_pytorch/lib/python3.10/lib-dynload
    ~/software/anaconda3/envs/ve_iaa_pytorch/lib/python3.10/site-packages

sys.executable:
    ~/software/anaconda3/envs/ve_iaa_pytorch/bin/python

sys.version:
    3.10.9 | packaged by conda-forge | (main, Feb  2 2023, 20:20:04) [GCC 11.3.0]

platform.platform():
    Linux-3.10.0-1062.el7.x86_64-x86_64-with-glibc2.17

which -a jupyter:
    ~/software/anaconda3/envs/ve_iaa_pytorch/bin/jupyter

pip list:
    Package                       Version
    ----------------------------- -----------
    aiofiles                      22.1.0
    aiosqlite                     0.18.0
    anyio                         3.6.2
    argon2-cffi                   21.3.0
    argon2-cffi-bindings          21.2.0
    asttokens                     2.2.1
    attrs                         22.2.0
    autopep8                      2.0.2
    Babel                         2.12.1
    backcall                      0.2.0
    backports.functools-lru-cache 1.6.4
    beautifulsoup4                4.11.2
    bleach                        6.0.0
    brotlipy                      0.7.0
    certifi                       2022.12.7
    cffi                          1.15.1
    charset-normalizer            2.1.1
    colorama                      0.4.6
    comm                          0.1.2
    contourpy                     1.0.7
    cryptography                  39.0.2
    cycler                        0.11.0
    debugpy                       1.6.6
    decorator                     5.1.1
    defusedxml                    0.7.1
    dill                          0.3.6
    entrypoints                   0.4
    executing                     1.2.0
    fastjsonschema                2.16.3
    flit_core                     3.8.0
    fonttools                     4.39.0
    idna                          3.4
    importlib-metadata            6.0.0
    importlib-resources           5.12.0
    ipykernel                     6.21.3
    ipython                       8.11.0
    ipython-genutils              0.2.0
    jedi                          0.18.2
    Jinja2                        3.1.2
    joblib                        1.2.0
    json5                         0.9.5
    jsonschema                    4.17.3
    jupyter_client                8.0.3
    jupyter_core                  5.2.0
    jupyter-events                0.6.3
    jupyter_server                2.4.0
    jupyter_server_fileid         0.8.0
    jupyter_server_terminals      0.4.4
    jupyter_server_ydoc           0.6.1
    jupyter-ydoc                  0.2.2
    jupyterlab                    3.6.1
    jupyterlab-pygments           0.2.2
    jupyterlab_server             2.20.0
    kiwisolver                    1.4.4
    libtmux                       0.21.0
    MarkupSafe                    2.1.2
    matplotlib                    3.7.1
    matplotlib-inline             0.1.6
    mistune                       2.0.5
    munkres                       1.1.4
    nbclassic                     0.5.3
    nbclient                      0.7.2
    nbconvert                     7.2.9
    nbformat                      5.7.3
    nest-asyncio                  1.5.6
    notebook                      6.5.3
    notebook_shim                 0.2.2
    numpy                         1.24.2
    packaging                     23.0
    pandas                        1.5.3
    pandocfilters                 1.5.0
    parso                         0.8.3
    patsy                         0.5.3
    pexpect                       4.8.0
    pickleshare                   0.7.5
    Pillow                        9.4.0
    pip                           23.0.1
    pkgutil_resolve_name          1.3.10
    platformdirs                  3.1.1
    pooch                         1.7.0
    prometheus-client             0.16.0
    prompt-toolkit                3.0.38
    psutil                        5.9.4
    ptyprocess                    0.7.0
    pure-eval                     0.2.2
    pycodestyle                   2.10.0
    pycparser                     2.21
    Pygments                      2.14.0
    pyOpenSSL                     23.0.0
    pyparsing                     3.0.9
    pyrsistent                    0.19.3
    PySocks                       1.7.1
    python-dateutil               2.8.2
    python-json-logger            2.0.7
    pytz                          2022.7.1
    PyYAML                        6.0
    pyzmq                         25.0.0
    requests                      2.28.2
    rfc3339-validator             0.1.4
    rfc3986-validator             0.1.1
    scikit-learn                  1.2.2
    scipy                         1.10.1
    seaborn                       0.12.2
    Send2Trash                    1.8.0
    setuptools                    67.6.0
    six                           1.16.0
    sniffio                       1.3.0
    soupsieve                     2.3.2.post1
    stack-data                    0.6.2
    statsmodels                   0.13.5
    terminado                     0.17.1
    threadpoolctl                 3.1.0
    tinycss2                      1.2.1
    tmuxp                         1.27.0
    tomli                         2.0.1
    torch                         1.13.1
    tornado                       6.2
    traitlets                     5.9.0
    typing_extensions             4.5.0
    unicodedata2                  15.0.0
    urllib3                       1.26.15
    wcwidth                       0.2.6
    webencodings                  0.5.1
    websocket-client              1.5.1
    wheel                         0.38.4
    y-py                          0.5.9
    ypy-websocket                 0.8.2
    zipp                          3.15.0

conda list:
    # packages in environment at ~/software/anaconda3/envs/ve_iaa_pytorch:
    #
    # Name                    Version                   Build  Channel
    _libgcc_mutex             0.1                 conda_forge    conda-forge
    _openmp_mutex             4.5                  2_kmp_llvm    conda-forge
    aiofiles                  22.1.0             pyhd8ed1ab_0    conda-forge
    aiosqlite                 0.18.0             pyhd8ed1ab_0    conda-forge
    anyio                     3.6.2              pyhd8ed1ab_0    conda-forge
    argon2-cffi               21.3.0             pyhd8ed1ab_0    conda-forge
    argon2-cffi-bindings      21.2.0          py310h5764c6d_3    conda-forge
    asttokens                 2.2.1              pyhd8ed1ab_0    conda-forge
    attrs                     22.2.0             pyh71513ae_0    conda-forge
    autopep8                  2.0.2              pyhd8ed1ab_0    conda-forge
    babel                     2.12.1             pyhd8ed1ab_1    conda-forge
    backcall                  0.2.0              pyh9f0ad1d_0    conda-forge
    backports                 1.0                pyhd8ed1ab_3    conda-forge
    backports.functools_lru_cache 1.6.4              pyhd8ed1ab_0    conda-forge
    beautifulsoup4            4.11.2             pyha770c72_0    conda-forge
    blas                      2.116                       mkl    conda-forge
    blas-devel                3.9.0            16_linux64_mkl    conda-forge
    bleach                    6.0.0              pyhd8ed1ab_0    conda-forge
    brotli                    1.0.9                h166bdaf_8    conda-forge
    brotli-bin                1.0.9                h166bdaf_8    conda-forge
    brotlipy                  0.7.0           py310h5764c6d_1005    conda-forge
    bzip2                     1.0.8                h7f98852_4    conda-forge
    ca-certificates           2022.12.7            ha878542_0    conda-forge
    certifi                   2022.12.7          pyhd8ed1ab_0    conda-forge
    cffi                      1.15.1          py310h255011f_3    conda-forge
    charset-normalizer        2.1.1              pyhd8ed1ab_0    conda-forge
    colorama                  0.4.6                    pypi_0    pypi
    comm                      0.1.2              pyhd8ed1ab_0    conda-forge
    contourpy                 1.0.7           py310hdf3cbec_0    conda-forge
    cryptography              39.0.2          py310h34c0648_0    conda-forge
    cycler                    0.11.0             pyhd8ed1ab_0    conda-forge
    debugpy                   1.6.6           py310heca2aa9_0    conda-forge
    decorator                 5.1.1              pyhd8ed1ab_0    conda-forge
    defusedxml                0.7.1              pyhd8ed1ab_0    conda-forge
    dill                      0.3.6              pyhd8ed1ab_1    conda-forge
    entrypoints               0.4                pyhd8ed1ab_0    conda-forge
    executing                 1.2.0              pyhd8ed1ab_0    conda-forge
    flit-core                 3.8.0              pyhd8ed1ab_0    conda-forge
    fonttools                 4.39.0          py310h1fa729e_0    conda-forge
    freetype                  2.12.1               hca18f0e_1    conda-forge
    icu                       70.1                 h27087fc_0    conda-forge
    idna                      3.4                pyhd8ed1ab_0    conda-forge
    importlib-metadata        6.0.0              pyha770c72_0    conda-forge
    importlib_metadata        6.0.0                hd8ed1ab_0    conda-forge
    importlib_resources       5.12.0             pyhd8ed1ab_0    conda-forge
    ipykernel                 6.21.3             pyh210e3f2_0    conda-forge
    ipython                   8.11.0             pyh41d4057_0    conda-forge
    ipython_genutils          0.2.0                      py_1    conda-forge
    jedi                      0.18.2             pyhd8ed1ab_0    conda-forge
    jinja2                    3.1.2              pyhd8ed1ab_1    conda-forge
    joblib                    1.2.0              pyhd8ed1ab_0    conda-forge
    json5                     0.9.5              pyh9f0ad1d_0    conda-forge
    jsonschema                4.17.3             pyhd8ed1ab_0    conda-forge
    jupyter_client            8.0.3              pyhd8ed1ab_0    conda-forge
    jupyter_core              5.2.0           py310hff52083_0    conda-forge
    jupyter_events            0.6.3              pyhd8ed1ab_0    conda-forge
    jupyter_server            2.4.0              pyhd8ed1ab_0    conda-forge
    jupyter_server_fileid     0.8.0              pyhd8ed1ab_0    conda-forge
    jupyter_server_terminals  0.4.4              pyhd8ed1ab_1    conda-forge
    jupyter_server_ydoc       0.6.1              pyhd8ed1ab_0    conda-forge
    jupyter_ydoc              0.2.2              pyhd8ed1ab_0    conda-forge
    jupyterlab                3.6.1              pyhd8ed1ab_0    conda-forge
    jupyterlab_pygments       0.2.2              pyhd8ed1ab_0    conda-forge
    jupyterlab_server         2.20.0             pyhd8ed1ab_0    conda-forge
    kiwisolver                1.4.4           py310hbf28c38_1    conda-forge
    lcms2                     2.15                 haa2dc70_1    conda-forge
    ld_impl_linux-64          2.40                 h41732ed_0    conda-forge
    lerc                      4.0.0                h27087fc_0    conda-forge
    libblas                   3.9.0            16_linux64_mkl    conda-forge
    libbrotlicommon           1.0.9                h166bdaf_8    conda-forge
    libbrotlidec              1.0.9                h166bdaf_8    conda-forge
    libbrotlienc              1.0.9                h166bdaf_8    conda-forge
    libcblas                  3.9.0            16_linux64_mkl    conda-forge
    libdeflate                1.17                 h0b41bf4_0    conda-forge
    libffi                    3.4.2                h7f98852_5    conda-forge
    libgcc-ng                 12.2.0              h65d4601_19    conda-forge
    libgfortran-ng            12.2.0              h69a702a_19    conda-forge
    libgfortran5              12.2.0              h337968e_19    conda-forge
    libhwloc                  2.9.0                hd6dc26d_0    conda-forge
    libiconv                  1.17                 h166bdaf_0    conda-forge
    libjpeg-turbo             2.1.5.1              h0b41bf4_0    conda-forge
    liblapack                 3.9.0            16_linux64_mkl    conda-forge
    liblapacke                3.9.0            16_linux64_mkl    conda-forge
    libnsl                    2.0.0                h7f98852_0    conda-forge
    libpng                    1.6.39               h753d276_0    conda-forge
    libsodium                 1.0.18               h36c2ea0_1    conda-forge
    libsqlite                 3.40.0               h753d276_0    conda-forge
    libstdcxx-ng              12.2.0              h46fd767_19    conda-forge
    libtiff                   4.5.0                hddfeb54_5    conda-forge
    libtmux                   0.21.0                   pypi_0    pypi
    libuuid                   2.32.1            h7f98852_1000    conda-forge
    libwebp-base              1.3.0                h0b41bf4_0    conda-forge
    libxcb                    1.13              h7f98852_1004    conda-forge
    libxml2                   2.10.3               h7463322_0    conda-forge
    libzlib                   1.2.13               h166bdaf_4    conda-forge
    llvm-openmp               15.0.7               h0cdce71_0    conda-forge
    markupsafe                2.1.2           py310h1fa729e_0    conda-forge
    matplotlib-base           3.7.1           py310he60537e_0    conda-forge
    matplotlib-inline         0.1.6              pyhd8ed1ab_0    conda-forge
    mistune                   2.0.5              pyhd8ed1ab_0    conda-forge
    mkl                       2022.1.0           h84fe81f_915    conda-forge
    mkl-devel                 2022.1.0           ha770c72_916    conda-forge
    mkl-include               2022.1.0           h84fe81f_915    conda-forge
    munkres                   1.1.4              pyh9f0ad1d_0    conda-forge
    nbclassic                 0.5.3              pyhb4ecaf3_3    conda-forge
    nbclient                  0.7.2              pyhd8ed1ab_0    conda-forge
    nbconvert                 7.2.9              pyhd8ed1ab_0    conda-forge
    nbconvert-core            7.2.9              pyhd8ed1ab_0    conda-forge
    nbconvert-pandoc          7.2.9              pyhd8ed1ab_0    conda-forge
    nbformat                  5.7.3              pyhd8ed1ab_0    conda-forge
    ncurses                   6.3                  h27087fc_1    conda-forge
    nest-asyncio              1.5.6              pyhd8ed1ab_0    conda-forge
    notebook                  6.5.3              pyha770c72_0    conda-forge
    notebook-shim             0.2.2              pyhd8ed1ab_0    conda-forge
    numpy                     1.24.2          py310h8deb116_0    conda-forge
    openjpeg                  2.5.0                hfec8fc6_2    conda-forge
    openssl                   3.0.8                h0b41bf4_0    conda-forge
    packaging                 23.0               pyhd8ed1ab_0    conda-forge
    pandas                    1.5.3           py310h9b08913_0    conda-forge
    pandoc                    2.19.2               h32600fe_2    conda-forge
    pandocfilters             1.5.0              pyhd8ed1ab_0    conda-forge
    parso                     0.8.3              pyhd8ed1ab_0    conda-forge
    patsy                     0.5.3              pyhd8ed1ab_0    conda-forge
    pexpect                   4.8.0              pyh1a96a4e_2    conda-forge
    pickleshare               0.7.5                   py_1003    conda-forge
    pillow                    9.4.0           py310h065c6d2_2    conda-forge
    pip                       23.0.1             pyhd8ed1ab_0    conda-forge
    pkgutil-resolve-name      1.3.10             pyhd8ed1ab_0    conda-forge
    platformdirs              3.1.1              pyhd8ed1ab_0    conda-forge
    pooch                     1.7.0              pyhd8ed1ab_0    conda-forge
    prometheus_client         0.16.0             pyhd8ed1ab_0    conda-forge
    prompt-toolkit            3.0.38             pyha770c72_0    conda-forge
    prompt_toolkit            3.0.38               hd8ed1ab_0    conda-forge
    psutil                    5.9.4           py310h5764c6d_0    conda-forge
    pthread-stubs             0.4               h36c2ea0_1001    conda-forge
    ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
    pure_eval                 0.2.2              pyhd8ed1ab_0    conda-forge
    pycodestyle               2.10.0             pyhd8ed1ab_0    conda-forge
    pycparser                 2.21               pyhd8ed1ab_0    conda-forge
    pygments                  2.14.0             pyhd8ed1ab_0    conda-forge
    pyopenssl                 23.0.0             pyhd8ed1ab_0    conda-forge
    pyparsing                 3.0.9              pyhd8ed1ab_0    conda-forge
    pyrsistent                0.19.3          py310h1fa729e_0    conda-forge
    pysocks                   1.7.1              pyha2e5f31_6    conda-forge
    python                    3.10.9          he550d4f_0_cpython    conda-forge
    python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
    python-fastjsonschema     2.16.3             pyhd8ed1ab_0    conda-forge
    python-json-logger        2.0.7              pyhd8ed1ab_0    conda-forge
    python_abi                3.10                    3_cp310    conda-forge
    pytorch                   1.13.1             py3.10_cpu_0    pytorch
    pytorch-mutex             1.0                         cpu    pytorch
    pytz                      2022.7.1           pyhd8ed1ab_0    conda-forge
    pyyaml                    6.0             py310h5764c6d_5    conda-forge
    pyzmq                     25.0.0          py310h059b190_0    conda-forge
    readline                  8.1.2                h0f457ee_0    conda-forge
    requests                  2.28.2             pyhd8ed1ab_0    conda-forge
    rfc3339-validator         0.1.4              pyhd8ed1ab_0    conda-forge
    rfc3986-validator         0.1.1              pyh9f0ad1d_0    conda-forge
    scikit-learn              1.2.2           py310h209a8ca_0    conda-forge
    scipy                     1.10.1          py310h8deb116_0    conda-forge
    seaborn                   0.12.2               hd8ed1ab_0    conda-forge
    seaborn-base              0.12.2             pyhd8ed1ab_0    conda-forge
    send2trash                1.8.0              pyhd8ed1ab_0    conda-forge
    setuptools                67.6.0             pyhd8ed1ab_0    conda-forge
    six                       1.16.0             pyh6c4a22f_0    conda-forge
    sniffio                   1.3.0              pyhd8ed1ab_0    conda-forge
    soupsieve                 2.3.2.post1        pyhd8ed1ab_0    conda-forge
    stack_data                0.6.2              pyhd8ed1ab_0    conda-forge
    statsmodels               0.13.5          py310hde88566_2    conda-forge
    tbb                       2021.8.0             hf52228f_0    conda-forge
    terminado                 0.17.1             pyh41d4057_0    conda-forge
    threadpoolctl             3.1.0              pyh8a188c0_0    conda-forge
    tinycss2                  1.2.1              pyhd8ed1ab_0    conda-forge
    tk                        8.6.12               h27826a3_0    conda-forge
    tmuxp                     1.27.0                   pypi_0    pypi
    tomli                     2.0.1              pyhd8ed1ab_0    conda-forge
    tornado                   6.2             py310h5764c6d_1    conda-forge
    traitlets                 5.9.0              pyhd8ed1ab_0    conda-forge
    typing-extensions         4.5.0                hd8ed1ab_0    conda-forge
    typing_extensions         4.5.0              pyha770c72_0    conda-forge
    tzdata                    2022g                h191b570_0    conda-forge
    unicodedata2              15.0.0          py310h5764c6d_0    conda-forge
    urllib3                   1.26.15            pyhd8ed1ab_0    conda-forge
    wcwidth                   0.2.6              pyhd8ed1ab_0    conda-forge
    webencodings              0.5.1                      py_1    conda-forge
    websocket-client          1.5.1              pyhd8ed1ab_0    conda-forge
    wheel                     0.38.4             pyhd8ed1ab_0    conda-forge
    xorg-libxau               1.0.9                h7f98852_0    conda-forge
    xorg-libxdmcp             1.1.3                h7f98852_0    conda-forge
    xz                        5.2.6                h166bdaf_0    conda-forge
    y-py                      0.5.9           py310h4426083_0    conda-forge
    yaml                      0.2.5                h7f98852_2    conda-forge
    ypy-websocket             0.8.2              pyhd8ed1ab_0    conda-forge
    zeromq                    4.3.4                h9c3ff4c_1    conda-forge
    zipp                      3.15.0             pyhd8ed1ab_0    conda-forge
    zstd                      1.5.2                h3eb15da_6    conda-forge

conda env:
    name: ve_iaa_pytorch
    channels:
      - pytorch
      - conda-forge
      - defaults
    dependencies:
      - _libgcc_mutex=0.1=conda_forge
      - _openmp_mutex=4.5=2_kmp_llvm
      - aiofiles=22.1.0=pyhd8ed1ab_0
      - aiosqlite=0.18.0=pyhd8ed1ab_0
      - anyio=3.6.2=pyhd8ed1ab_0
      - argon2-cffi=21.3.0=pyhd8ed1ab_0
      - argon2-cffi-bindings=21.2.0=py310h5764c6d_3
      - asttokens=2.2.1=pyhd8ed1ab_0
      - attrs=22.2.0=pyh71513ae_0
      - autopep8=2.0.2=pyhd8ed1ab_0
      - babel=2.12.1=pyhd8ed1ab_1
      - backcall=0.2.0=pyh9f0ad1d_0
      - backports=1.0=pyhd8ed1ab_3
      - backports.functools_lru_cache=1.6.4=pyhd8ed1ab_0
      - beautifulsoup4=4.11.2=pyha770c72_0
      - blas=2.116=mkl
      - blas-devel=3.9.0=16_linux64_mkl
      - bleach=6.0.0=pyhd8ed1ab_0
      - brotli=1.0.9=h166bdaf_8
      - brotli-bin=1.0.9=h166bdaf_8
      - brotlipy=0.7.0=py310h5764c6d_1005
      - bzip2=1.0.8=h7f98852_4
      - ca-certificates=2022.12.7=ha878542_0
      - certifi=2022.12.7=pyhd8ed1ab_0
      - cffi=1.15.1=py310h255011f_3
      - charset-normalizer=2.1.1=pyhd8ed1ab_0
      - comm=0.1.2=pyhd8ed1ab_0
      - contourpy=1.0.7=py310hdf3cbec_0
      - cryptography=39.0.2=py310h34c0648_0
      - cycler=0.11.0=pyhd8ed1ab_0
      - debugpy=1.6.6=py310heca2aa9_0
      - decorator=5.1.1=pyhd8ed1ab_0
      - defusedxml=0.7.1=pyhd8ed1ab_0
      - dill=0.3.6=pyhd8ed1ab_1
      - entrypoints=0.4=pyhd8ed1ab_0
      - executing=1.2.0=pyhd8ed1ab_0
      - flit-core=3.8.0=pyhd8ed1ab_0
      - fonttools=4.39.0=py310h1fa729e_0
      - freetype=2.12.1=hca18f0e_1
      - icu=70.1=h27087fc_0
      - idna=3.4=pyhd8ed1ab_0
      - importlib-metadata=6.0.0=pyha770c72_0
      - importlib_metadata=6.0.0=hd8ed1ab_0
      - importlib_resources=5.12.0=pyhd8ed1ab_0
      - ipykernel=6.21.3=pyh210e3f2_0
      - ipython=8.11.0=pyh41d4057_0
      - ipython_genutils=0.2.0=py_1
      - jedi=0.18.2=pyhd8ed1ab_0
      - jinja2=3.1.2=pyhd8ed1ab_1
      - joblib=1.2.0=pyhd8ed1ab_0
      - json5=0.9.5=pyh9f0ad1d_0
      - jsonschema=4.17.3=pyhd8ed1ab_0
      - jupyter_client=8.0.3=pyhd8ed1ab_0
      - jupyter_core=5.2.0=py310hff52083_0
      - jupyter_events=0.6.3=pyhd8ed1ab_0
      - jupyter_server=2.4.0=pyhd8ed1ab_0
      - jupyter_server_fileid=0.8.0=pyhd8ed1ab_0
      - jupyter_server_terminals=0.4.4=pyhd8ed1ab_1
      - jupyter_server_ydoc=0.6.1=pyhd8ed1ab_0
      - jupyter_ydoc=0.2.2=pyhd8ed1ab_0
      - jupyterlab=3.6.1=pyhd8ed1ab_0
      - jupyterlab_pygments=0.2.2=pyhd8ed1ab_0
      - jupyterlab_server=2.20.0=pyhd8ed1ab_0
      - kiwisolver=1.4.4=py310hbf28c38_1
      - lcms2=2.15=haa2dc70_1
      - ld_impl_linux-64=2.40=h41732ed_0
      - lerc=4.0.0=h27087fc_0
      - libblas=3.9.0=16_linux64_mkl
      - libbrotlicommon=1.0.9=h166bdaf_8
      - libbrotlidec=1.0.9=h166bdaf_8
      - libbrotlienc=1.0.9=h166bdaf_8
      - libcblas=3.9.0=16_linux64_mkl
      - libdeflate=1.17=h0b41bf4_0
      - libffi=3.4.2=h7f98852_5
      - libgcc-ng=12.2.0=h65d4601_19
      - libgfortran-ng=12.2.0=h69a702a_19
      - libgfortran5=12.2.0=h337968e_19
      - libhwloc=2.9.0=hd6dc26d_0
      - libiconv=1.17=h166bdaf_0
      - libjpeg-turbo=2.1.5.1=h0b41bf4_0
      - liblapack=3.9.0=16_linux64_mkl
      - liblapacke=3.9.0=16_linux64_mkl
      - libnsl=2.0.0=h7f98852_0
      - libpng=1.6.39=h753d276_0
      - libsodium=1.0.18=h36c2ea0_1
      - libsqlite=3.40.0=h753d276_0
      - libstdcxx-ng=12.2.0=h46fd767_19
      - libtiff=4.5.0=hddfeb54_5
      - libuuid=2.32.1=h7f98852_1000
      - libwebp-base=1.3.0=h0b41bf4_0
      - libxcb=1.13=h7f98852_1004
      - libxml2=2.10.3=h7463322_0
      - libzlib=1.2.13=h166bdaf_4
      - llvm-openmp=15.0.7=h0cdce71_0
      - markupsafe=2.1.2=py310h1fa729e_0
      - matplotlib-base=3.7.1=py310he60537e_0
      - matplotlib-inline=0.1.6=pyhd8ed1ab_0
      - mistune=2.0.5=pyhd8ed1ab_0
      - mkl=2022.1.0=h84fe81f_915
      - mkl-devel=2022.1.0=ha770c72_916
      - mkl-include=2022.1.0=h84fe81f_915
      - munkres=1.1.4=pyh9f0ad1d_0
      - nbclassic=0.5.3=pyhb4ecaf3_3
      - nbclient=0.7.2=pyhd8ed1ab_0
      - nbconvert=7.2.9=pyhd8ed1ab_0
      - nbconvert-core=7.2.9=pyhd8ed1ab_0
      - nbconvert-pandoc=7.2.9=pyhd8ed1ab_0
      - nbformat=5.7.3=pyhd8ed1ab_0
      - ncurses=6.3=h27087fc_1
      - nest-asyncio=1.5.6=pyhd8ed1ab_0
      - notebook=6.5.3=pyha770c72_0
      - notebook-shim=0.2.2=pyhd8ed1ab_0
      - numpy=1.24.2=py310h8deb116_0
      - openjpeg=2.5.0=hfec8fc6_2
      - openssl=3.0.8=h0b41bf4_0
      - packaging=23.0=pyhd8ed1ab_0
      - pandas=1.5.3=py310h9b08913_0
      - pandoc=2.19.2=h32600fe_2
      - pandocfilters=1.5.0=pyhd8ed1ab_0
      - parso=0.8.3=pyhd8ed1ab_0
      - patsy=0.5.3=pyhd8ed1ab_0
      - pexpect=4.8.0=pyh1a96a4e_2
      - pickleshare=0.7.5=py_1003
      - pillow=9.4.0=py310h065c6d2_2
      - pip=23.0.1=pyhd8ed1ab_0
      - pkgutil-resolve-name=1.3.10=pyhd8ed1ab_0
      - platformdirs=3.1.1=pyhd8ed1ab_0
      - pooch=1.7.0=pyhd8ed1ab_0
      - prometheus_client=0.16.0=pyhd8ed1ab_0
      - prompt-toolkit=3.0.38=pyha770c72_0
      - prompt_toolkit=3.0.38=hd8ed1ab_0
      - psutil=5.9.4=py310h5764c6d_0
      - pthread-stubs=0.4=h36c2ea0_1001
      - ptyprocess=0.7.0=pyhd3deb0d_0
      - pure_eval=0.2.2=pyhd8ed1ab_0
      - pycodestyle=2.10.0=pyhd8ed1ab_0
      - pycparser=2.21=pyhd8ed1ab_0
      - pygments=2.14.0=pyhd8ed1ab_0
      - pyopenssl=23.0.0=pyhd8ed1ab_0
      - pyparsing=3.0.9=pyhd8ed1ab_0
      - pyrsistent=0.19.3=py310h1fa729e_0
      - pysocks=1.7.1=pyha2e5f31_6
      - python=3.10.9=he550d4f_0_cpython
      - python-dateutil=2.8.2=pyhd8ed1ab_0
      - python-fastjsonschema=2.16.3=pyhd8ed1ab_0
      - python-json-logger=2.0.7=pyhd8ed1ab_0
      - python_abi=3.10=3_cp310
      - pytorch=1.13.1=py3.10_cpu_0
      - pytorch-mutex=1.0=cpu
      - pytz=2022.7.1=pyhd8ed1ab_0
      - pyyaml=6.0=py310h5764c6d_5
      - pyzmq=25.0.0=py310h059b190_0
      - readline=8.1.2=h0f457ee_0
      - requests=2.28.2=pyhd8ed1ab_0
      - rfc3339-validator=0.1.4=pyhd8ed1ab_0
      - rfc3986-validator=0.1.1=pyh9f0ad1d_0
      - scikit-learn=1.2.2=py310h209a8ca_0
      - scipy=1.10.1=py310h8deb116_0
      - seaborn=0.12.2=hd8ed1ab_0
      - seaborn-base=0.12.2=pyhd8ed1ab_0
      - send2trash=1.8.0=pyhd8ed1ab_0
      - setuptools=67.6.0=pyhd8ed1ab_0
      - six=1.16.0=pyh6c4a22f_0
      - sniffio=1.3.0=pyhd8ed1ab_0
      - soupsieve=2.3.2.post1=pyhd8ed1ab_0
      - stack_data=0.6.2=pyhd8ed1ab_0
      - statsmodels=0.13.5=py310hde88566_2
      - tbb=2021.8.0=hf52228f_0
      - terminado=0.17.1=pyh41d4057_0
      - threadpoolctl=3.1.0=pyh8a188c0_0
      - tinycss2=1.2.1=pyhd8ed1ab_0
      - tk=8.6.12=h27826a3_0
      - tomli=2.0.1=pyhd8ed1ab_0
      - tornado=6.2=py310h5764c6d_1
      - traitlets=5.9.0=pyhd8ed1ab_0
      - typing-extensions=4.5.0=hd8ed1ab_0
      - typing_extensions=4.5.0=pyha770c72_0
      - tzdata=2022g=h191b570_0
      - unicodedata2=15.0.0=py310h5764c6d_0
      - urllib3=1.26.15=pyhd8ed1ab_0
      - wcwidth=0.2.6=pyhd8ed1ab_0
      - webencodings=0.5.1=py_1
      - websocket-client=1.5.1=pyhd8ed1ab_0
      - wheel=0.38.4=pyhd8ed1ab_0
      - xorg-libxau=1.0.9=h7f98852_0
      - xorg-libxdmcp=1.1.3=h7f98852_0
      - xz=5.2.6=h166bdaf_0
      - y-py=0.5.9=py310h4426083_0
      - yaml=0.2.5=h7f98852_2
      - ypy-websocket=0.8.2=pyhd8ed1ab_0
      - zeromq=4.3.4=h9c3ff4c_1
      - zipp=3.15.0=pyhd8ed1ab_0
      - zstd=1.5.2=h3eb15da_6
      - pip:
          - colorama==0.4.6
          - libtmux==0.21.0
          - tmuxp==1.27.0
    prefix: ~/software/anaconda3/envs/ve_iaa_pytorch
ahlag commented 1 year ago

@daeh Is there a fix for this?

evalieungh commented 1 year ago

Hi! In the stackoverflow question, someone suggested setting LAB_TOKEN="test". I just tried changing --LabApp.token='' to --LabApp.token='test' in my Dockerfile and then re-build the Jupyter container with docker-compose up --build, and it seems to fix the problem!

youurayy commented 1 year ago

Use jupyter-notebook command instead of jupyter-server to provide the remote API.

The jupyter-server/ VSCode Jupyter connectivity is horribly broken. The latest versions I found which worked:

Notes:

hbcarlos commented 1 year ago

Hi everyone! Sorry for not getting back to you sooner.

Jupyter-Server v1 was a stateless single-user server. With the introduction of real-time collaboration in JupyterLab, we needed to track different users connecting to the same instance. For this reason, in Jupyter-Server v2, we introduced a new identity API. This identity API was designed to enable third-party extensions to swap the IdentityProvider.

The default implementation of Jupyter-Server is a stateless single-user server yet. With the default authorization, you can configure the server to use a password or a token, but it is the same for every user. Furthermore, since this is a stateless server, the default implementation of the identity provider uses cookies to track sessions, assuming every new session is a different user and generating random anonymous user identities. You can find more information here.

If you are using the default implementation, every time a client connects (either using a password or token authentication), we check whether there is a cookie with a user identity. If the cookie is absent, we generate a new random identity for that client and store it in a cookie.

To avoid generating a new user for each request, you must habilitate cookies in your client. I'm not entirely sure, but VS code might have a flag to enable cookies for remote sessions.

daeh commented 1 year ago

thanks for the detailed explainer, @hbcarlos

Am I interpreting this right --- that you don't see a fix for anon token-auth coming from jupyter-server? Rather you're advising us to take the issue up with VS Code?

echarles commented 1 year ago

Am I interpreting this right --- that you don't see a fix for anon token-auth coming from jupyter-server? Rather you're advising us to take the issue up with VS Code?

I think your interpretation is correct, but I would like first to further discuss and get inputs from other on this. I will try to join next week jupyter server dev meeting to have more opinions on this.

hbcarlos commented 1 year ago

Am I interpreting this right --- that you don't see a fix for anon token-auth coming from jupyter-server? Rather you're advising us to take the issue up with VS Code?

Hi @daeh. I'm sorry for not getting back to you sooner. I'm very busy at the moment.

It was not. Actually, I've been trying to reproduce the issue by following your description. Unfortunately, I'm not able to reproduce it. This is what I tried:

Attempt 1:

I used VSCode as a client to open a local notebook and connect to a remote kernel running on Jupyter Server on a different machine (the remote server is on the same network as my laptop).

This works as expected. It does not generate multiple users.

Attempt 2:

I connected to a JupyterLab instance in a remote server using ssh port forwarding.

This works as expected. It does not generate multiple users.

I was using: VSCode: 1.77.1 VSCode Jupyter extension: v2023.3.1201040234 Jupyter Server: 2.5.0 JupyterLab: 3.6.3

Can you confirm you are using the latest version of VSCode and VSCode Jupyter extension?

If that's the case, is your remote Jupyter server running under a proxy?

echarles commented 1 year ago

I have tested on my vscode connecting a notebook to a running jupyter server and it looks working fine as a user (I can run the notebook cells). The server log show the following, is that expected?

[I 2023-04-13 16:53:16.962 ServerApp] Generating new user for token-authenticated request: ecac822e57df40bdb76a6ba2f69509db
[I 2023-04-13 16:53:22.015 ServerApp] Generating new user for token-authenticated request: 22024ab735fc4ea497b01add51435bfd
[I 2023-04-13 16:53:22.016 ServerApp] Generating new user for token-authenticated request: 50c7eaae6cb14dc4a1d4f026d19d8ca7
[I 2023-04-13 16:53:26.904 ServerApp] Generating new user for token-authenticated request: 059c6e773aee4c479983670e1f0c7294
[I 2023-04-13 16:53:26.967 ServerApp] Generating new user for token-authenticated request: e745099bf9ad410aab9ed2f9c6a8738a
echarles commented 1 year ago

This previous has been run on VSCode Version: 1.76.2 (Universal) (Date: 2023-03-14T17:54:09.061Z (4 wks ago)) and jupyter server 2.6.0.dev0

hbcarlos commented 1 year ago

@daeh We discussed it again during the server weekly meeting. This is an issue with VSCode, not with Jupiter Server. Jupyter Server uses cookies to authenticate clients, as described in the documentation. Once you logged in with the token, the server will set a cookie, and the token is no longer necessary.

For servers with token-authentication enabled, the URL in the above listing will include the token, so you can copy and paste that URL into your browser to login. If a server has no token (e.g. it has a password or has authentication disabled), the URL will not include the token argument. Once you have visited this URL, a cookie will be set in your browser and you won’t need to use the token again, unless you switch browsers, clear your cookies, or start a Jupyter server on a new port.

I finally managed to reproduce it. In VSCode, there are two ways of connecting to a remote kernel. The first one and the one described in the VSCode documentation is by setting the URL, including the token, to a running Jupyter Server http://<ip-address>:<port>/?token=<token>. Using the method, VSCode will ignore the cookie and use the token for each request. Since the cookie is the one with the anonymous user information, the server will create a new random name on each request.

The second option consists of setting the URL without the token, then VSC will show another prompt requesting the token. In this case, VSCode will store the cookie and use it on each request.

afshin commented 1 year ago

In case somebody from the VSCode looks at this, one theory about what's happening is that when the user is presented with the challenge/response for authentication, the extension holds on to the cookies generated by the server, but when the extension receives a valid response by passing in the token, the extension might not be respecting the sessions cookies set by the server.

So for end users who experience this behavior, the current workaround is to not pass the URL containing the token to VSCode and instead allow the extension to ask them for it – until this issue is resolved upstream.

zthxxx commented 1 year ago

@hbcarlos

This is an issue with VSCode, not with Jupiter Server.

I think so, and report it to https://github.com/microsoft/vscode-jupyter/issues/13345

olevski commented 1 year ago

What is the name of the cookie that Jupyter Server sets to track sessions? I am running the server behind a proxy and some cookies are stripped by the proxy. So I want to make sure that these session cookies are not stripped and they go through.

I checked the links to the documentation and the cookie name is not mentioned as far as I can tell.