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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
13 Answers
1K Views
0 Votes 13 Answers 1K Views
We use environment variables in our clearml.conf , but those might only be available later down the line (after dotenv.load_dotenv is called). When those env...
2 years ago
0 Votes
6 Answers
998 Views
0 Votes 6 Answers 998 Views
So the around app is also from ClearML? :shocked_face_with_exploding_head:
3 years ago
0 Votes
8 Answers
996 Views
0 Votes 8 Answers 996 Views
Can I somehow change a project settings via the Python SDK?
one year 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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5 Answers
1K Views
0 Votes 5 Answers 1K Views
We’re randomly getting the following message - 2023-03-07 11:07:26,123 [WARNING] [urllib3.connectionpool]: Retrying (Retry(total=237, connect=237, read=240, ...
one year ago
0 Votes
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
6 Answers
950 Views
0 Votes 6 Answers 950 Views
Is there some automated migration for existing tasks from other MLOps frameworks to ClearML? (Specifically, interested in migrating from mlflow)
2 years ago
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
16 Answers
1K Views
0 Votes 16 Answers 1K Views
How would I go about adding multiple credentials in the autoscaler? (i.e. specify multiple sdk.aws.s3.credentials ) It's a bit odd that one would also have t...
2 years ago
0 Votes
13 Answers
724 Views
0 Votes 13 Answers 724 Views
Can steps be removed from pipelines, and/or can pipelines be generally modified other than adding steps to them?
11 months ago
0 Votes
8 Answers
1K Views
0 Votes 8 Answers 1K Views
Any plans to add support for MultiIndex tables? That comma-separation feels a bit odd. (Also this shows up in plots while in the scalars tab I actually have ...
3 years ago
0 Votes
18 Answers
1K Views
0 Votes 18 Answers 1K Views
Since ClearML 1.6.3, a dataset attached to a Task now renames that task by adding a .datasets in the path, making it hidden. Can we control/cancel this? We c...
2 years ago
0 Votes
30 Answers
1K Views
0 Votes 30 Answers 1K Views
Our Mac users are having some issues. They have their respective ~/clearml.conf, and yet they get: ClearML 1.1.5 Traceback (most recent call last): ... File ...
2 years ago
0 Votes
4 Answers
980 Views
0 Votes 4 Answers 980 Views
Is there an easy way to apply the uncommitted changes, logged by ClearML, locally to a dev environment?
2 years ago
0 Votes
5 Answers
1K Views
0 Votes 5 Answers 1K Views
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...
2 years ago
0 Votes
2 Answers
981 Views
0 Votes 2 Answers 981 Views
Can one delete individual tasks from the WebUI?
3 years ago
0 Votes
12 Answers
1K Views
0 Votes 12 Answers 1K Views
When uploading an artifact, can I list it in some grouping (like with parameters, having e.g. Args/foo , Args/bar )?
2 years ago
0 Votes
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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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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30 Answers
1K Views
0 Votes 30 Answers 1K Views
Since v1.4.0, our StorageManager.download_folder(..., local_folder='./') is failing - we've had to revert back to 1.3.2. I saw the changelist includes a fix ...
2 years ago
0 Votes
9 Answers
1K Views
0 Votes 9 Answers 1K Views
Is there a way to interface with ClearML agent (CLI?) to handle model repositories and data versioning (but so, not experimentation, tight integration, pipel...
3 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
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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
2 Answers
1K Views
0 Votes 2 Answers 1K Views
I think something is messed up in my remote agents environment, could someone lend a hand? I'm getting this during remote execution (poetry queue): Summary -...
one year ago
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29 Answers
1K Views
0 Votes 29 Answers 1K Views
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
0 Votes
8 Answers
969 Views
0 Votes 8 Answers 969 Views
Is there a guide on how to deploy a services agent on a k8s setup? Specifically, with the CLI we use flags such as --services-mode --cpu-only , and I can’t s...
one year ago
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10 Answers
1K Views
0 Votes 10 Answers 1K Views
Is there any way in the WebUI to search by task name? I see the search bar only goes through projects
2 years ago
0 Votes
7 Answers
1K Views
0 Votes 7 Answers 1K Views
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...
2 years ago
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10 Answers
1K Views
0 Votes 10 Answers 1K Views
More clarification on documentation (ClearML Data): > Dataset changes are stored using differentiable storage, meaning a version will store the change-set fr...
2 years ago
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7 Answers
953 Views
0 Votes 7 Answers 953 Views
Is there a way to generate usage stats and reports for queues? For example, how often is a queue used, how much CPU does the queue consume when it's used, et...
2 years ago
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0 Our Mac Users Are Having Some Issues. They Have Their Respective ~/Clearml.Conf, And Yet They Get: Clearml 1.1.5

It's given as the second form you suggested in the mini config ( http://${...}:8080 ). The quotation marks are added later by pyhocon.

2 years ago
0 Our Mac Users Are Having Some Issues. They Have Their Respective ~/Clearml.Conf, And Yet They Get: Clearml 1.1.5

I believe that happens natively thanks to pyhocon? No idea why it fails on mac

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?

Debugging. It's very useful for us to be able to see the contents of the configuration and understand what is going on and what is meant to be going on. Without a preview (which in our case is the entire content of the configuration file), one has to take an annoying route of downloading the files etc. The configurations are uploaded to a single task and then linked across all task to conserve storage space (so the S3 storage point is identical across tasks) Sure, sounds good. I think it's a ...

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?

Honestly, this is all related to issue #340. The only reason we have this to begin with is because we need one separate "initializer" task that downloads the remote cache and prepares the agent environment for execution (downloading the configuration files, etc).
Otherwise it fits perfectly with pipelines, but we're not there yet.

In the local execution we don't have this initializer task, so we use Task.init() before starting to work on a model, and task.close() when we're done....

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?

Most of these are configurations (specific for an execution, but one such configuration defines multiple tasks). Some models might be uploaded if the user does not use our built-in link to ClearML model fetching 😄

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?

It's okay 🙂 I was originally hoping to delete my "initializer" task, but I'll just archive it if someone is interested in the worker data etc. Setting the queue is quite nice.

I think this should get my team excited enough 😄

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:

We just inherit from logging.Handler and use that in our logging.config.dictConfig ; weird thing is that it still logs most of the tasks, just not the last one?

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 `
2 years ago
0 How Can I Send A Composed Chunk Of Code For Remote Execution

I’ll give the create_function_task one more try 🤔

11 months ago
0 The Clearml Helm Charts Page Is Gone?

Thanks for the reply @<1523701827080556544:profile|JuicyFox94> ! I'll debug more and let you know

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

Yes, that one shows up. I forgot to mention we also set the version explicitly, but that just creates a duplicate dataset under Datasets and anyway our main Task is now hidden from the original project.
So project project exists, but it is empty.

2 years ago
0 Any Plans To Add Support For Multiindex Tables? That Comma-Separation Feels A Bit Odd. (Also This Shows Up In

I mean, it makes sense to have it in a time-series plot when one is logging iterations and such. But that's not always the case... Anyway I opened an issue about that too! 🙂

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

Does that make sense CostlyOstrich36 ? Any thoughts on how to treat this? For the time being I'm also perfectly happy to include something specific to extra_clearml_conf , but I'm not sure how to set the sdk.aws.s3.credentials to be a list of dictionaries as needed

2 years ago
0 Is There Any Way In The Webui To Search By Task Name? I See The Search Bar Only Goes Through Projects

SuccessfulKoala55 That at least did not work, unless one has to specify wildcard patterns perhaps..?

2 years ago
2 years ago
0 Is There Any Way In The Webui To Search By Task Name? I See The Search Bar Only Goes Through Projects

I mean, if I search for "model", will it automatically search for tasks containing "model" in their name?

2 years ago
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 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 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 🤔

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

can I assume these files are reused

A definite maybe, they may or may not be used, but we'd like to keep that option 🙃

Maybe the "old" way Dataset were shown is better suited ?

It was, but then it's gone now 😞

I see your point, this actually might be a "bug"?!

I would say so myself, but could be also by design..?

Awesome, I'll ask Product to reach out

LMK, happy to help out!
I know our use case is maybe a very different one, but...

2 years ago
0 Is There A Way To Force Clearml To First Parse The Config File, Before Running

Yes 😅 I want ClearML to load and parse the config before that. But now I'm not even sure those settings in the config are even exposed as environment variables?

one year 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)... 🤔

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

On it! Should I include the additional user filters described above?

2 years ago
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