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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 Votes
6 Answers
1K Views
0 Votes 6 Answers 1K Views
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 ...
2 years ago
0 Votes
7 Answers
993 Views
0 Votes 7 Answers 993 Views
In the pipeline examples, components have the following note: > # notice all package imports inside the function will be automatically logged as # required p...
one year ago
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3 Answers
1K Views
0 Votes 3 Answers 1K Views
Also (unrelated), I noticed that after the upgrade to ClearML Server 1.2.0, the AWS (MinIO) credentials are not saved/used. It keeps asking for them whenever...
2 years ago
0 Votes
5 Answers
1K Views
0 Votes 5 Answers 1K Views
Can we use dynamodb with ClearML helm charts instead of mongodb? We'd like to move all stateful storage to AWS as a separate service and that would be a nice...
2 years ago
0 Votes
0 Answers
1K Views
0 Votes 0 Answers 1K Views
If we use a poetry queue and do not specify the agent.package_manager.poetry_version , will ClearML install/update anything? Asking because there are some is...
one year ago
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30 Answers
1K Views
0 Votes 30 Answers 1K Views
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...
2 years ago
0 Votes
2 Answers
1K Views
0 Votes 2 Answers 1K Views
Are the docs broken? https://clear.ml/docs/latest/docs/release_notes/ver_1_7 gives me this
2 years ago
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2 Answers
567 Views
0 Votes 2 Answers 567 Views
Is there a GCP driver similar to aws_driver.py ? None
9 months ago
0 Votes
2 Answers
1K Views
0 Votes 2 Answers 1K Views
When I upgrade the server, do I need to do anything with the agents/queues (redefine them, etc)?
2 years ago
0 Votes
7 Answers
1K Views
0 Votes 7 Answers 1K Views
I'd like the CONSOLE in a ClearML run to show only the stdout/stderr as it does now, but I'd also like ClearML to capture DEBUG level logs. Is there an easy ...
2 years ago
0 Votes
28 Answers
1K Views
0 Votes 28 Answers 1K Views
2 years ago
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3 Answers
1K Views
0 Votes 3 Answers 1K Views
What privileges/IAM role would the AWS autoscaler need?
2 years ago
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10 Answers
1K Views
0 Votes 10 Answers 1K Views
We have configured the AWS credentials in the remote worker's clearml.conf , but they are not available to third parties that use e.g. AWS_ACCESS_KEY . Is th...
2 years ago
0 Votes
4 Answers
1K Views
0 Votes 4 Answers 1K Views
Seems like ClearML tasks in offline mode cannot be properly closed, we get ValueError: Unsupported keyword arguments: publish when calling task.close() . Thi...
one year ago
0 Votes
7 Answers
1K Views
0 Votes 7 Answers 1K Views
If I create a dataset with Dataset.create(..., use_current_task=True) , that task holds the dataset. Can I then refer/copy/attach the same dataset to other t...
2 years ago
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5 Answers
1K Views
0 Votes 5 Answers 1K Views
We're running into errors such as this: Action failed <500/0: tasks.add_or_update_artifacts/v2.10 (Update failed (BSONObj size: 18564134 (0x11B4426) is inval...
2 years ago
0 Votes
0 Answers
1K Views
0 Votes 0 Answers 1K Views
The remote workers seem to insist on using old git credentials, even after I stopped them, updated the conf file, and restarted them using it. Are the creden...
2 years ago
0 Votes
4 Answers
976 Views
0 Votes 4 Answers 976 Views
Weird error; my local execution hung with ClearML Monitor: Could not detect iteration reporting, falling back to iterations as seconds-from-start 2022-03-07 ...
2 years ago
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3 Answers
999 Views
0 Votes 3 Answers 999 Views
Does anyone know how we can restore ClearML on Helms chart from existing Snapshots (AWS)?
one year ago
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13 Answers
718 Views
0 Votes 13 Answers 718 Views
Can steps be removed from pipelines, and/or can pipelines be generally modified other than adding steps to them?
10 months ago
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11 Answers
1K Views
0 Votes 11 Answers 1K Views
ClearML 1.3.2 I'm running Task.get_tasks(project_name=...) and suddenly I get 2022-04-07 10:28:43,617 - clearml.Task - ERROR - Failed reloading task c2d514f3...
2 years ago
0 Votes
6 Answers
996 Views
0 Votes 6 Answers 996 Views
... 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...
2 years ago
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23 Answers
1K Views
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When using StorageManager.download_folder , I get the following error: Traceback (most recent call last): File "/home/idan/.clearml/venvs-builds/3.7/lib/pyth...
3 years ago
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29 Answers
1K Views
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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...
2 years ago
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4 Answers
1K Views
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There seems to be an error if a project name has spaces (at least at the top-level name). I created a project called internal tests (with the space), and it ...
2 years ago
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3 Answers
1K Views
0 Votes 3 Answers 1K Views
Does ClearML have any suggestions on GPU and non-GPU AMIs for the AutoScaler? The two default ones in the documentation are either: Non-existent (too old) - ...
2 years ago
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19 Answers
1K Views
0 Votes 19 Answers 1K Views
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
0 Votes
9 Answers
1K Views
0 Votes 9 Answers 1K Views
Hey! Probably missed something, but I recently upgraded to 1.1.1, and I've just noticed that png artifacts are not displayed in the preview. Is this intentio...
3 years ago
0 Votes
14 Answers
998 Views
0 Votes 14 Answers 998 Views
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 ...
2 years ago
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7 Answers
1K Views
0 Votes 7 Answers 1K Views
Is it expected that K8s helm chart also starts a ClearML worker?
2 years ago
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0 Hi, I Updated To Clearml-Server 1.4.0 And I Am Uncomfortable With The New Table/Detail View, Is There A Way To Disable It And Use The Previous One (On Click -> Open Details)?

JitteryCoyote63 please do not get used to it :D there's an open ticket/feature request to either revert this or let the user/server choose the most comfortable way

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

Does it make sense to you to run several such glue instances, to manage multiple resource requirements?

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

Yes, I’ve found that too (as mentioned, I’m familiar with the repository). My issue is still that there is documentation as to what this actually offers.
Is this simply a helm chart to run an agent on a single pod? Does it scale in any way? Basically - is it a simple agent (similiar to on-premise agents, running in the background, but here on K8s), or is it a more advanced one that offers scaling features? What is it intended for, and how does it work?

The official documentation are very spa...

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

Maybe @<1523701827080556544:profile|JuicyFox94> can answer some questions then…

For example, what’s the difference between agentk8sglue.nodeSelector and agentk8sglue.basePodTemplate.nodeSelector ?
Am I correct in understanding that the former decides the node type that runs the β€œscaler” (listening to the given agentk8sglue.queue ), and the latter for any new booted instance/pod, that will actually run the agent and the task?
Read: The former can be kept lightweight, as it does no...

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

Perfect, thanks for the answers Valeriano. These small stuff are missing from the documentation, but I now feel much more confident in setting this up.

one year ago
0 Hi There, I Used

AgitatedDove14 yeah I see this now; this was an issue because I later had to "disconnect" the remote task, so it can, itself, create new tasks (using clearml.config.remote.override_current_task_id(None) ). I guess you might remember that discussion? 😁

EDIT: It's the discussion we had here, for reference. https://clearml.slack.com/archives/CTK20V944/p1640955599257500?thread_ts=1640867211.238900&cid=CTK20V944
So probably not needed in JitteryCoyote63 's case, we still have some...

2 years ago
0 Can I Somehow Change A Project Settings Via The Python Sdk?

An internal project I've accidentally made with a hidden tag while playing around with the ClearML internal code.

one year ago
0 There Seems To Be An Error If A Project Name Has Spaces (At Least At The Top-Level Name). I Created A Project Called

I created a new task with the project name internal tests , and no task name (so it's derived by ClearML).
The task was a simple print out.
The project does not appear in the project space and does not turn up on searches (the task does)

2 years ago
0 Hi There, I Used

JitteryCoyote63 yes exactly, sorry, I forgot to add the Task.get_task in my response. That's exactly what we do πŸ˜…

2 years ago
0 So The Around App Is Also From Clearml?

Or is just integrated in the ClearML slack space and for some reason it's showing the clearml address then?

3 years ago
0 Clearml Pipelines Can Be Build From Tasks, Functions, And Decorated Functions, According To The Examples In

Also full disclosure - I'm not part of the ClearML team and have only recently started using pipelines myself, so all of the above is just learnings from my own trials πŸ˜…

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

Not sure I understand your comment - why not let the user start with an empty comparison page and add them from "Add Experiment" button as well?

2 years ago
0 Clearml Pipelines Can Be Build From Tasks, Functions, And Decorated Functions, According To The Examples In

My current approach with pipelines basically looks like a GH CICD yaml config btw, so I give the user a lot of control on which steps to run, why, and how, and the default simply caches all results so as to minimize the number of reruns.

The user can then override and choose exactly what to do (or not do).

one year ago
0 Clearml Pipelines Can Be Build From Tasks, Functions, And Decorated Functions, According To The Examples In

I think -

  • Creating a pipeline from tasks is useful when you already ran some of these tasks in a given format, and you want to replicate the exact behaviour (ignoring any new code changes for example), while potentially changing some parameters.
  • From decorators - when the pipeline logic is very straightforward and you'd like to mostly leverage pipelines for parallel execution of computation graphs
  • From functions - as I described earlier :)
one year ago
0 Since V1.4.0, Our

Sounds like incorrect parsing on ClearML side then, doesn't it? At least, it does not fully support MinIO then

I don't imagine AWS users get a new folder named aws-key-region-xyz-bucket-hostname when they download_folder(...) from an AWS S3 bucket, or do they? πŸ€”

2 years ago
0 How Do I Stop A Zombie Agent?

Literally just as you said it - it happened

2 years ago
0 There Seems To Be An Error If A Project Name Has Spaces (At Least At The Top-Level Name). I Created A Project Called

I'm not sure, I'm not getting anything (this is the only thing I could fin that's weird about this project).
It has a space in the name, has no subprojects, and it just doesn't show up anywhere πŸ€”

2 years ago
0 Is It Expected That K8S Helm Chart Also Starts A Clearml Worker?

I will! (once our infra guy comes back from holiday and updates the install, for some reason they setup server 1.1.1???)

Meanwhile wondering where I got a random worker from

2 years ago
0 We Have Configured The Aws Credentials In The Remote Worker'S

I'm aware, but it would be much cleaner to define them in the worker's clearml.conf and let ClearML expose them locally to running tasks.

EDIT: Also the above is specifically about serving, which is not the target here πŸ€” At least not yet πŸ˜„

2 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 :)

2 years ago
0 Soooo… The Tooltip For Some Buttons In The Webui Hides The Actual Buttons

Any simple ways around this for now? @<1523701070390366208:profile|CostlyOstrich36>

one year 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

one year ago
0 How Can I Ensure Tasks In A Pipeline Have The Same Environment As The Pipeline Itself? It Seems A Bit Counter-Intuitive That The Pipeline (Executed Remotely) Captures The Local Environment, But The Tasks (Executed Remotely) Do Not Use That Same Environmen

So a missing bit of information that I see I forgot to mention, is that we named our packages as foo-mod in pyproject.toml . That hyphen then get’s rewritten as foo_mod.x.y.z-distinfo .

foo-mod @ git+
one year ago
2 years ago
0 We Have Configured The Aws Credentials In The Remote Worker'S

Thanks SuccessfulKoala55 , I made https://github.com/allegroai/clearml-agent/issues/126 as a suggestion.

Do you have any thoughts on how to expose these... manually?
It does so already for environment variables that prefixed with CLEARML_ , so it would be nice to have some control over that.

2 years ago
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