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LittleReindeer37
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  Active since 04 February 2023
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has anyone used dynaconf with ClearML? trying to decide whether to migrate to hydra or stick with dynaconf. would love to take advantage of automatic logging...
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What sort of integration is possible with ClearML and SageMaker? On the page describing ClearML Remote it says: > Create a remote development environment (e....
2 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page

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

2 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page
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'...
2 years ago
2 years ago
2 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page

I additionally tried using a Sagemaker Notebook instance, to see if it was the kernel dockerization that Studio uses that was messing things up. But it seems to actually log less information from a Notebook instance vs Studio .
image
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![image](https://clearml-web-assets.s3.amazonaws.com/scoold/im...

2 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page

I've poked around both the internal URL that Jupyter kernel is running on and some of the files in /sagemaker/.jupyter but no luck so far - I can find plenty of kernel info, but not session

2 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page

and the only calls to "uri": "/api/sessions" are the ones I made during testing - sagemaker doesn't seem to ever call that itself

2 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page

yeah, even then it'll run but return 0 notebooks

2 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page
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": 0.00128793...
2 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page

and cat /var/log/studio/kernel_gateway.log | grep ipynb comes up empty

2 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page

as best I can tell it'll only have one .ipynb in $HOME with this setup, which may work...

2 years ago
2 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page

but the only exception handler is for requests.exceptions.SSLError

2 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page

poking around a little bit, and clearml.backend_interface.task.repo.scriptinfo.ScriptInfo._get_jupyter_notebook_filename() returns None

2 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page

nice! Just tested it on my end as well, looks like it works!

2 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page

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}

2 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page

curious whether it impacts anything besides sagemaker. I'm thinking it's generically a kernel gateway issue, but I'm not sure if other platforms are using that yet

2 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page

which I looked at previously to see if I could import sagemaker.kg or kernelgateway or something, but no luck

2 years ago
2 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page

but even then the sessions endpoint is still empty

2 years ago
2 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page

api/kernels does report back the active kernel, but doesn't give notebook paths or anything

2 years ago
0 What Sort Of Integration Is Possible With Clearml And Sagemaker? On The Page

weird that it won't return that single session

2 years ago
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