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UnevenDolphin73
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106 Questions, 749 Answers
  Active since 10 January 2023
  Last activity one year ago

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662 × Eureka!
0 Votes
4 Answers
2K Views
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Can I shutdown specific workers somehow? Running clearml-agent .... --stop just iterates over all the local workers and shuts them down one by one
3 years ago
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10 Answers
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Is there anywhere in the web UI where one can see the clearml server version running? I keep getting "version 1.1.1 is now available" even though I'm pretty ...
4 years ago
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7 Answers
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In the pipeline examples, components have the following note: > # notice all package imports inside the function will be automatically logged as # required p...
2 years ago
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12 Answers
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When uploading an artifact, can I list it in some grouping (like with parameters, having e.g. Args/foo , Args/bar )?
3 years ago
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29 Answers
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We're trying to use the AWS autoscaler and have managed to get it up and running with spinning up instances. However, it does not seem to pull any of the tas...
3 years ago
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30 Answers
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Trying to run AWS autoscaler with poetry queue, and I get: Traceback (most recent call last): File "/root/.local/bin/poetry", line 5, in from poetry.console....
2 years ago
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2 Answers
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Can one delete individual tasks from the WebUI?
4 years ago
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23 Answers
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Back to this ClearML Monitor: Could not detect iteration reporting, falling back to iterations as seconds-from-start 😒 Hanging for the past ~45m like this
3 years ago
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19 Answers
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For remote execution where the queue has poetry as the default package manager, can the user decide to e.g. ignore the lock file?
2 years ago
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1 Answers
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We're moving from on-premise to AWS - is there an easy way to migrate wall the tasks, projects, etc to the new instance?
3 years ago
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7 Answers
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Can we report a pandas table with styling to be retained in the WebUI? It would be nice to report e.g. df.style.background_gradient(cmap='coolwarm', axis=Non...
3 years ago
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6 Answers
2K Views
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Sometimes, on shorter tasks, my Task would hang for the 5 minute timeout with e.g. 2022-01-04 08:45:25,181 - clearml.Task - INFO - Waiting for repository det...
3 years ago
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2 Answers
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Confirming about the documentation for clearml.conf : > agent.enable_task_env > ( > bool > ) Set the OS environments based on the Task's Environment section ...
3 years ago
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18 Answers
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!! In remote execution, do agents inherit the config from the queue from which they pull the task?
3 years ago
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30 Answers
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I realize I'm asking many niche questions - my apologies πŸ™ˆ Is there a way to translate task.data.user (user ID) to the actual username? Use case is that I'd...
3 years ago
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23 Answers
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We're trying to upgrade our ClearML on K8s but we're getting this error - Error: UPGRADE FAILED: cannot patch "clearml-fileserver-data" with kind PersistentV...
3 years ago
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6 Answers
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Does the ClearML team still post updates in this channel when new ClearML versions come out? If not, what's the easiest way to keep track of various release ...
3 years ago
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Also ubuntu 18.04 is losing support so everything in the image needs an update…
2 years ago
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17 Answers
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If I clone a task, I suppose all artifacts are not cloned with it, even if they are registered, right?
3 years ago
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2 Answers
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Does ClearML exposes (even temporarily) the contents of e.g. sdk.aws.s3 to the relevant environment variables (i.e. AWS_SECRET_ACCESS_KEY )? Specifically, if...
3 years ago
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10 Answers
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Is there any way in the WebUI to search by task name? I see the search bar only goes through projects
3 years ago
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5 Answers
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What could cause a queue to be recreated automatically? I experimented with the autoscaler with queue name foo , got it working, closed the autoscaler, delet...
3 years ago
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3 Answers
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If, for starters, I'd only like to use ClearML for logging purposes (that is, experiments run locally, and I report metrics, graphs, etc to ClearML). Do I st...
3 years ago
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Any easy way to ensure the pipline (tasks + controller) are not hidden in the projects UI? EDIT: Apparently not; for the time being I created this https://gi...
2 years ago
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16 Answers
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We’re running clearml-agent on k8s and I first noticed some warnings from the pod about Python 3.6..? > /usr/lib/python3/dist-packages/secretstorage/dhcrypto...
2 years ago
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7 Answers
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Weird encounter on macOS (local execution, rerunning after it failed - worked normally): Traceback (most recent call last): File "/Users/.../repositories/......
3 years ago
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6 Answers
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... and yet another πŸ˜„ When using the UI with regex to search for experiments, due to the greedy nature of the search, it consistently pops up the "ERROR Fet...
3 years ago
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I have a project filled with failed attempts at onboarding to clearml by now πŸ˜…
4 years ago
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30 Answers
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I'm trying to set up some initial experiments within our stack, but when I use the execute_remotely task, I get this error: clearml_agent: ERROR: Failed gett...
4 years ago
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Is it possible to avoid the clearml-agent for local installations, and have the file server automatically use an S3 bucket? I've found https://clearml.slack....
3 years ago
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0 Can One Compare Experiments/Tasks From Different Projects? Edit: I Mean, I Can Manually Navigate To Some

Either, honestly, would be great. I meant even just a link to a blank comparison and one can then add the experiments from that view

3 years ago
0 Automatic Logging For Generated Matplotlib Works Nicely, But For Some Reason It Names The Graphs As "00 Untitled" And Uses Series "Plot Image" In Clearml Ui -- Any Way To Circumvent This, Other Than Explicit Reporting?

Sure! It's a bit intricate as it accommodates many of our different plotting functionalities, but this consists of the important bits (I realize we have some bad naming here, but fig[0] is actually a Figure object, and fig[1] is an Axes object):

` plt.switch_backend('agg')
sns.set_theme(...)
fig = plt.subplots(...)

sns.histplot(data, ax=fig[1], ...)
fig[1].set_xlim(...)
fig[1].set_ylim(...)
fig[1].legend(loc='best')
fig[1].set_xlabel(xlabel)
fig[1].set_ylabel(ylabel)
fig[1].set_...

3 years ago
0 What Would Be The Best Way To Approach This Flow?

Say I upload each of these yamls as a configuration object (as with the above). Once I try to load bar.yaml remotely it will crash, since foo.yaml is missing (and is instead a clearml configuration object).
Does that make sense?

3 years ago
0 Is There Any Testing Suite That Ships With Clearml? If We'D Like To Make Some Unit Tests For Our Code?

I'll try it out, but I would not like to rewrite that code myself maintain it, that's my point πŸ˜…

Or are you suggesting I Task.import_offline_session ?

3 years ago
0 Since Clearml 1.6.3, A Dataset Attached To A Task Now Renames That Task By Adding A

Ah right, I missed that in the codebase. It just adds the .dataset convention to the dataset task.

3 years ago
0 Is It Possible To Avoid The Clearml-Agent For Local Installations, And Have The File Server Automatically Use An S3 Bucket? I'Ve Found

AgitatedDove14 another option I thought would be nice is to actually self-sign the internal MinIO bucket, but then I get
[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: self signed certificate (_ssl.c:1076)Are you aware of any other way then (other than the secure: false flag?

3 years ago
0 For Remote Execution Where The Queue Has

The poetry.lock in github, it seems πŸ€”

2 years ago
0 I Realize I'M Asking Many Niche Questions - My Apologies

I couldn't find it directly in the SDK at least (in the APIClient)... πŸ€”

3 years ago
0 Clearml 1.3.2 I'M Running

I'm not sure why internally ClearML tries to initialize a task when get_task is called...

3 years ago
0 I Realize I'M Asking Many Niche Questions - My Apologies

I wouldn't mind going the requests route if I could find the API end point from the SDK?

3 years ago
0 Is There An Autoscaler Equivalent For K8S? That Is, A Service That Will Launch Pods Based On Incoming Requests?

But... Which queue does it listen to, and which type of instances will it use etc

2 years ago
0 Is There An Easy Way To Add A Link To One Of The Tasks Panels? (As An Artifact, Configuration, Info, Etc)? Edit: And Follow Up Regarding The Dataset. As Discussed Somewhere Previously, The Datasets Are Now Automatically Moved To A Hidden "Sub-Project" Pr

For now we've monkey-patched it to our usecase:

` Dataset._Dataset__hidden_tag = "active"

    def foo(cls, dataset_project, dataset_name):
        dataset_project = dataset_project or "Datasets"
        return dataset_project, dataset_project.rpartition("/")[0]

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

Any follow up thoughts SuccessfulKoala55 or CostlyOstrich36 ?

3 years ago
0 How Would I Go About Adding Multiple Credentials In The Autoscaler? (I.E. Specify Multiple

That doesn't make sense? πŸ€”
Maybe I was not clear, but it's a simple part of the config file.

3 years ago
0 I Realize I'M Asking Many Niche Questions - My Apologies

clearml.backend_api.session.defs.ENV_HOST.get() did not work unfortunately πŸ€”

3 years ago
0 Hi There, I Used

JitteryCoyote63 I use clearml.config.get_remote_task_id()

3 years ago
0 Hi There, I Used

The Task.init is called at a later stage of the process, so I think this relates again to the whole setup process we've been discussing both here and in #340... I promise to try ;)

3 years ago
0 Hi There, I Used

AgitatedDove14 I will try! I remember there were some issues with it, where I had to resort to this method first, but maybe things have changed since :)

3 years ago
0 Hello All, I'M Trying To Run A Few Pipeline Tasks Remotely Via A Private Docker Image But Struggling To Find Any Documentation On How/Where The

Not sure if ClearML has any built in support, but we used the above for a similar issue but with Prefect2 :)

2 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?

4 years ago
0 We’Re Randomly Getting The Following Message -

Ah. Apparently getting a task ID while it’s running can cause this behaviour πŸ€”

2 years ago
0 Weird Encounter On Macos (Local Execution, Rerunning After It Failed - Worked Normally):

Let me know if there's any additional information that can help SuccessfulKoala55 !

3 years ago
0 Can One Compare Experiments/Tasks From Different Projects? Edit: I Mean, I Can Manually Navigate To Some

I can navigate through the projects, but selecting one task in one project, then navigating to another project and selecting a different task -> there is no suggestion to compare the tasks.

In the projects page if I show all - I just see the projects. If I search for a task of similar name, I get results, but I can't compare them via the UI.

The only way I managed so far was to create a pseudo-comparison between unrelated tasks in the same project, then remove one task from comparion, and u...

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

I'm using 1.1.6 (upgraded from 1.1.6rc0) - should I try 1.1.7rc0 or smth?

3 years ago
0 Is There A Way To Use Agent For Dataset Creation Tasks?

You could probably either:
Start the task first (using Task.init ), and then set the parameters if needed Attach the dataset to the task itself

3 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?

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

Same result 😞 This is frustrating, wtf happened :shocked_face_with_exploding_head:
This is also specifically the services queue worker I'm trying to debug πŸ€”

3 years ago
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