Just ran the same notebook in a local Jupyter Lab session and it worked as I expected it might, saving a copy to Artifacts
weird that it won't return that single session
but the call to jupyter_server.serverapp.list_running_servers()
does return the server
and this
server_info['url'] = f"http://{server_info['hostname']}:{server_info['port']}/{server_info['base_url']}/"
As in, which tab when I'm viewing the Experiment should I see it on? Should it be code, an artifact, or something else?
At the top there should be the URL of the notebook (I think)
lots of things like {"__timestamp__": "2023-02-23T23:49:23.285946Z", "__schema__": "sagemaker.kg.request.schema", "__schema_version__": 1, "__metadata_version__": 1, "account_id": "", "duration": 0.0007679462432861328, "method": "GET", "uri": "/api/kernels/6ba227af-ff2c-4b20-89ac-86dcac95e2b2", "status": 200}
So it's seemingly not the image, but maybe something to do with how Studio runs it as a kernel.
Yeah I think that for some reason it fails detecting this is actually jupyter noteboko (not really sure why), Thank you for double checking on the container !!
sh-4.2$ cat /var/log/studio/kernel_gateway.log | head -n10
{"__timestamp__": "2023-02-23T21:48:28.036559Z", "__schema__": "sagemaker.kg.request.schema", "__schema_version__": 1, "__metadata_version__": 1, "account_id": "", "duration": 0.0012829303741455078, "method": "GET", "uri": "/api", "status": 200}
{"__timestamp__": "2023-02-23T21:48:39.111068Z", "__schema__": "sagemaker.kg.request.schema", "__schema_version__": 1, "__metadata_version__": 1, "account_id": "", "duration": 0.0012879371643066406, "method": "GET", "uri": "/api/kernels", "status": 200}
{"__timestamp__": "2023-02-23T21:48:39.116324Z", "__schema__": "sagemaker.kg.request.schema", "__schema_version__": 1, "__metadata_version__": 1, "account_id": "", "duration": 0.0007715225219726562, "method": "GET", "uri": "/api/terminals", "status": 200}
{"__timestamp__": "2023-02-23T21:48:39.272822Z", "__schema__": "sagemaker.kg.request.schema", "__schema_version__": 1, "__metadata_version__": 1, "account_id": "", "duration": 0.0007491111755371094, "method": "GET", "uri": "/api/terminals", "status": 200}
{"__timestamp__": "2023-02-23T21:48:43.000795Z", "__schema__": "sagemaker.kg.request.schema", "__schema_version__": 1, "__metadata_version__": 1, "account_id": "", "duration": 2.539133071899414, "method": "POST", "uri": "/api/kernels", "status": 201}
{"__timestamp__": "2023-02-23T21:48:43.073568Z", "__schema__": "sagemaker.kg.request.schema", "__schema_version__": 1, "__metadata_version__": 1, "account_id": "", "duration": 0.0013430118560791016, "method": "GET", "uri": "/api/kernels/6ba227af-ff2c-4b20-89ac-86dcac95e2b2", "status": 200}
{"__timestamp__": "2023-02-23T21:48:43.469751Z", "__schema__": "sagemaker.kg.request.schema", "__schema_version__": 1, "__metadata_version__": 1, "account_id": "", "duration": 0.0013761520385742188, "method": "GET", "uri": "/api/kernels/6ba227af-ff2c-4b20-89ac-86dcac95e2b2", "status": 200}
{"__timestamp__": "2023-02-23T21:48:43.702549Z", "__schema__": "sagemaker.kg.request.schema", "__schema_version__": 1, "__metadata_version__": 1, "account_id": "", "duration": 0.0013780593872070312, "method": "GET", "uri": "/api/kernels/6ba227af-ff2c-4b20-89ac-86dcac95e2b2", "status": 200}
{"__timestamp__": "2023-02-23T21:48:43.986808Z", "__schema__": "sagemaker.kg.request.schema", "__schema_version__": 1, "__metadata_version__": 1, "account_id": "", "duration": 0.0007445812225341797, "method": "GET", "uri": "/api/kernels/6ba227af-ff2c-4b20-89ac-86dcac95e2b2", "status": 200}
{"__timestamp__": "2023-02-23T21:48:43.992860Z", "__schema__": "sagemaker.kg.request.schema", "__schema_version__": 1, "__metadata_version__": 1, "account_id": "", "duration": 0.001028299331665039, "method": "GET", "uri": "/api/kernels", "status": 200}
Hmm and you are getting empty list for thi one:
server_info['url'] = f"http://{server_info['hostname']}:{server_info['port']}/"
@<1532532498972545024:profile|LittleReindeer37> nice!!! 😍
Do you want to PR? it will be relatively easy to merge and test, and I think that they might even push it to the next version (or worst case quick RC)
and that requests.get()
throws an exception:
ConnectionError: HTTPConnectionPool(host='default', port=8888): Max retries exceeded with url: /jupyter/default/api/sessions (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7ba9cadc30>: Failed to establish a new connection: [Errno -2] Name or service not known'))
This is very odd ... let me check something
but the only exception handler is for requests.exceptions.SSLError
yeah, even then it'll run but return 0 notebooks
Hi @<1532532498972545024:profile|LittleReindeer37>
Yes you are correct it should capture the entire jupyter notebook in sagemaker studio.
Just verifying this is the use case, correct ?
environ{'PYTHONNOUSERSITE': '0',
'HOSTNAME': 'gfp-science-ml-t3-medium-d579233e8c4b53bc5ad626f2b385',
'AWS_CONTAINER_CREDENTIALS_RELATIVE_URI': '/_sagemaker-instance-credentials/xxx',
'JUPYTER_PATH': '/usr/share/jupyter/',
'SAGEMAKER_LOG_FILE': '/var/log/studio/kernel_gateway.log',
'PATH': '/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/tmp/miniconda3/condabin:/tmp/anaconda3/condabin:/tmp/miniconda2/condabin:/tmp/anaconda2/condabin',
'REGION_NAME': 'us-east-1',
'AWS_INTERNAL_IMAGE_OWNER': 'Custom',
'AWS_DEFAULT_REGION': 'us-east-1',
'PWD': '/home/sagemaker-user',
'AWS_REGION': 'us-east-1',
'SHLVL': '1',
'HOME': '/home/sagemaker-user',
'AWS_SAGEMAKER_PYTHONNOUSERSITE': '0',
'AWS_ACCOUNT_ID': 'xxx',
'_': '/opt/.sagemakerinternal/conda/bin/jupyter-kernelgateway',
'LC_CTYPE': 'C.UTF-8',
'KERNEL_LAUNCH_TIMEOUT': '40',
'KERNEL_WORKING_PATH': '',
'KERNEL_GATEWAY': '1',
'JPY_PARENT_PID': '9',
'PYDEVD_USE_FRAME_EVAL': 'NO',
'TERM': 'xterm-color',
'CLICOLOR': '1',
'FORCE_COLOR': '1',
'CLICOLOR_FORCE': '1',
'PAGER': 'cat',
'GIT_PAGER': 'cat',
'MPLBACKEND': '
_inline'}
one possibility for getting the notebook filepath is finding and parsing /home/sagemaker-user/.jupyter/lab/workspaces/default-37a8.jupyterlab-workspace
I think, but I don't know if I can tie that to a specific session
right now I can't figure out how to get the session in order to get the notebook path
you mean the code that fires "HTTPConnectionPool" ?