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UnevenDolphin73
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106 Questions, 749 Answers
  Active since 10 January 2023
  Last activity 9 months ago

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662 × Eureka!
0 Back To This

Sorry, been away for a while!
I have no additional information, since it was a bug in my model that I have since eliminated...
Maybe it was just a matplotlib error and can be dropped for now. I'll let you know if it pops up again!

2 years ago
0 Back To This

Still happening with 1.4.1 SuccessfulKoala55

2 years ago
0 I Have Some Code That Launches Ml Tasks And It Accepts A Yaml File,

Each user creates a .env file for their needs or exports them in the shell running the python code. Currently I copy the environment variables to an S3 bucket and download it from there.

3 years ago
0 I Have Some Code That Launches Ml Tasks And It Accepts A Yaml File,

Thanks AgitatedDove14 , I'll first have to prove viability with the free version :)

3 years ago
0 I Have Some Code That Launches Ml Tasks And It Accepts A Yaml File,

These are per-user. Essentially we log user DB access as well (for various backtracking afterwards), so it's beneficial for us to pass the user DB secrets to the task and not have it configured once on the agent.

3 years ago
0 I Have Some Code That Launches Ml Tasks And It Accepts A Yaml File,

I mean, I know I could connect_configuration({k: os.environ.get(k) for k in [...]}) , but then those environment variables would be exposed in the ClearML UI, which is not ideal (the environment variables in question hold usernames and passwords, required for DB access)

3 years ago
0 I Have Some Code That Launches Ml Tasks And It Accepts A Yaml File,

Maybe. When the container spins, are there any identifiers regarding the task etc available? I create a folder on the bucket per python train.py so that the environment variables files doesn't get overwritten if two users execute almost-simultaneously

3 years ago
0 I Have Some Code That Launches Ml Tasks And It Accepts A Yaml File,

You mean at the container level or at clearml?

Yes, the container level (when these docker shell scripts run).
The per user ID would be nice, except I upload the .env file before the Task is created (it's only available really early in the code).

3 years ago
0 I Have Some Code That Launches Ml Tasks And It Accepts A Yaml File,

Thanks for the reply CostlyOstrich36 !
Does the task read/use the cache_dir directly? It's fine for it to be a cache and then removed from the fileserver; if users want the data to stay they will use the ClearML Dataset 🙂

The S3 solution is bad for us since we have to create a folder for each task (before the task is created), and hope it doesn't get overwritten by the time it executes.

Argument augmentation - say I run my code with python train.py my_config.yaml -e admin.env...

3 years ago
0 I Have Some Code That Launches Ml Tasks And It Accepts A Yaml File,

The S3 bucket credentials are defined on the agent, as the bucket is also running locally on the same machine - but I would love for the code to download and apply the file automatically!

3 years ago
0 For Some Reason The Agent Is Now Trying To Use Python 2.7 All Of A Sudden, Any Idea Why?

One way to circumvent this btw would be to also add/use the --python flag for virtualenv

2 years ago
0 Is There A Way To Interface With Clearml Agent (Cli?) To Handle Model Repositories And Data Versioning (But So, Not Experimentation, Tight Integration, Pipelining, Etc)?

Thanks Alon. In the full/official documentation the clearml-data CLI is not mentioned anywhere, so perhaps it should be refreshed 😉

I think we're referring to different things here.
I won't be using the UI (and neither will my team).
But as mentioned, we've used DVC before and it adds a lot of junk metadata files to each GitHub PR (many dvc.yaml , dvc.lock and .gitignore files). We're trying to avoid that as much as possible, hence my question about GitHub pull...

3 years ago
0 I Have Some Code That Launches Ml Tasks And It Accepts A Yaml File,

The overall flow I currently have is e.g.
Start an internal task (not ClearML Task; MLOps not initialized yet) Call some pre_init function with args so I can upload the environment file via StorageManager to S3 Call some start_run function with the configuration dictionary loaded, so I can upload the relevant CSV files and configuration file Finally initialize the MLOps (ClearML), start a task, execute remotely
I can play around with 3/4 (so e.g. upload CSVs and configuratio...

3 years ago
0 I Have Some Code That Launches Ml Tasks And It Accepts A Yaml File,

I'm not sure I follow, how would that solution look like?

3 years ago
0 I Have Some Code That Launches Ml Tasks And It Accepts A Yaml File,

Great, thanks! Any idea about environment variables and/or other files (CSV)? I suppose I could use the task.upload_artifact for the CSVs. but I'm still unsure about the environment variables

3 years ago
0 Weird Error; My Local Execution Hung With

It misses the repository information of course, but the 'configuration/Args' were logged. So something weird in identifying the repository

2 years ago
0 I Have Some Code That Launches Ml Tasks And It Accepts A Yaml File,

I guess the big question is how can I transfer local environment variables to a new Task

3 years ago
0 Can I Run An Autoscaler Listening To A Regular Queue (I.E. Combine Autoscaling With On Premise Machines)? Or Does It Run The Danger Of Creating An Ec2 Instance While An On-Premise Machine Takes The Job?

Thanks CostlyOstrich36 !
And can I make sure the same budget applies to two different queues?
So that for example, an autoscaler would have a resource budget of 6 instances, and it would listen to aws and default as needed?

2 years ago
0 I Have Some Code That Launches Ml Tasks And It Accepts A Yaml File,

Maybe this is part of the paid version, but would be cool if each user (in the web UI) could define their own secrets, and a task could then be assigned to some user and use those secrets during boot?

3 years ago
0 Back To This

Not really, I've only been able to somewhat understand the scope of where it happens, and I'm not sure it's even a ClearML issue (maybe matplotlib)

2 years ago
0 Back To This

Trying now with 1.4.1, but I believe the changes you're referring to SuccessfulKoala55 were also introduced in 1.4.0, right?

2 years ago
0 Back To This

1.3.2

2 years ago
0 Can We Report A Pandas Table With Styling To Be Retained In The Webui? It Would Be Nice To Report E.G.

Thanks AgitatedDove14 , I'll give it a try. Perhaps additional documentation is needed for that extra_layout

2 years ago
0 The Comparison Page Seems To Resize The Experiments So That All Tags Will Fit In The Screen, But Then The Experiments Are Pretty Much Impossible To Compare

I can scroll sideways but if I open any of the comparison items, I pretty much can only see one experiment's values

2 years ago
0 What Happens To File That Are Downloaded To A Remote_Execution Via Storagemanager? Are They Removed At The End Of The Run, Or Does It Continuously Increases Disk Space?

I guess it's mixed. If #340 is resolved, then this initializer task will be a no-op: detach, and init-close new tasks as needed.

2 years ago
0 I Encountered A Weird Edge Case With The Aws Auto-Scaler, Wondering If There Are Any Solutions Or If This Is A Known Issue. Something As Follows Happened:

The instance that took a while to terminate (or has taken a while to disappear from the idle workers)

2 years ago
0 We'Re Using Ray And Clearml Together, And Suddenly We'Re Seeing Some Hanging Threads, And Finally We Got An Error Message:

SuccessfulKoala55 could this be related to the monkey patching for logging platform? We have our own logging handlers that we use in this case

2 years ago
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