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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
10 Answers
2K Views
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More clarification on documentation (ClearML Data): > Dataset changes are stored using differentiable storage, meaning a version will store the change-set fr...
3 years ago
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6 Answers
2K Views
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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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2 Answers
2K Views
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When I upgrade the server, do I need to do anything with the agents/queues (redefine them, etc)?
3 years ago
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0 Answers
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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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23 Answers
2K Views
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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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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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13 Answers
2K Views
0 Votes 13 Answers 2K 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...
3 years ago
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6 Answers
2K Views
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... and yet another 😄 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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30 Answers
2K Views
0 Votes 30 Answers 2K Views
I realize I'm asking many niche questions - my apologies 🙈 Is there a way to translate task.data.user (user ID) to the actual username? Use case is that I'd...
3 years ago
0 Votes
5 Answers
2K Views
0 Votes 5 Answers 2K 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...
3 years ago
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3 Answers
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What privileges/IAM role would the AWS autoscaler need?
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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0 Answers
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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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18 Answers
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What would be the best way to approach this flow? We have a configuration file that defines e.g. the project name to use in ClearML, alongside other experime...
3 years ago
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5 Answers
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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...
3 years ago
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4 Answers
2K 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 ...
3 years ago
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11 Answers
2K Views
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Back to autoscaler; is there any way to ensure the environment variables on the services queue (where the scaler runs) will be automatically exposed to new E...
3 years ago
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5 Answers
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How does ClearML store some of the more intrinsic data (scalars, plots, etc)? We recently recovered Mongo from a backup and while the projects and tasks are ...
2 years ago
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2 Answers
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Is there a GCP driver similar to aws_driver.py ? None
one year ago
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11 Answers
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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...
3 years ago
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11 Answers
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Pipelines suddenly no longer appear in the Pipelines tab, what could/should I look into? EDIT: Using latest ClearML (agent, server, SDK), and creating the pi...
2 years ago
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9 Answers
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How do I stop a zombie agent? 🤔 I see it in clearml-agent list , but I do not see it in ps aux and when I try clearml-agent daemon --stop , I get Could not ...
3 years ago
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0 Answers
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I have a project filled with failed attempts at onboarding to clearml by now 😅
4 years ago
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13 Answers
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Can steps be removed from pipelines, and/or can pipelines be generally modified other than adding steps to them?
one year ago
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5 Answers
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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...
3 years ago
0 Votes
18 Answers
2K Views
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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...
3 years ago
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7 Answers
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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 ...
3 years ago
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4 Answers
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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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0 How Can I Send A Composed Chunk Of Code For Remote Execution

Any thoughts @<1523701070390366208:profile|CostlyOstrich36> ?
I wouldn’t want to run the entire notebook, just a specific part of it.

one year ago
0 For Remote Execution Where The Queue Has

I understand, but then the toml file needs to be parsed to ensure poetry is used. It's just a tool entry in the pyproject.toml.

2 years ago
0 !! In Remote Execution, Do Agents Inherit The Config From The Queue From Which They Pull The Task?

Sorry, I misspoke, yes of course, the agents config file, not the queues

3 years 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

Yes. Though again, just highlighting the naming of foo-mod is arbitrary. The actual module simply has a folder structured with an implicit namespace:

foo/
  mod/
    __init__.py
    # stuff

FWIW, for the time being I’m just setting the packages to all the packages the pipeline tasks sees with:

    packages = get_installed_pkgs_detail()
    packages = [f"{name}=={version}" if version else name for name, version in packages.values()]
    packages = task.data.script.require...
2 years ago
0 Is There Any Testing Suite That Ships With Clearml? If We'D Like To Make Some Unit Tests For Our Code?

Last but not least - can I cancel the offline zip creation if I'm not interested in it 🤔
EDIT: I see not, guess one has to patch ZipFile ...

3 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

packages an entire folder as zip

What if I have multiple files that are not in the same folder? (That is the current use-case)

It otherwise makes sense I think 🙂
Our workaround now for using a Dataset as we do, is to store the dataset ID as a configuration parameter, so it's always included too 😉

3 years ago
0 !! In Remote Execution, Do Agents Inherit The Config From The Queue From Which They Pull The Task?

I guess it does not do so for all settings, but only those that come from Session()

3 years ago
0 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 Tasks For The Remote Instances. We See It Gets

We're still working these quirks out. But one issue after we changed the AMI is that the VPC (SubnetId?) was missing from the instance so it could not reach the ClearML API server.

I think maybe the autoscaler service is missing some additional settings...

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

Sorry to keep this up - what about support for minio using the environment variable? Do I set the CLEARML_FILES_HOST to the end point instead of an s3 bucket?

3 years ago
0 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 Candidates Etc (Short Of Signing Up And Registering For Notifications On Pypi)

And agent too, I hope..?

I'd be happy to join a #releases channel just for these!

Just randomly decided to check and saw there's a server 1.4 ready 🎉

3 years ago
3 years ago
0 Clearml Version 1.8.1 Had "Fix" For The Deferred Init Which Introduces A Bug Btw, I'Ve Opened

The deferred_init input argument to Task.init is bool by default, so checking type(deferred_init) == int makes no sense to begin with, and is altering the flow.

2 years ago
0 When Using

It does (root in a docker container); it shouldn't touch /run/systemd/generator/systemd-networkd.service anyway though

4 years ago
0 More Clarification On Documentation (Clearml Data):

Would be great if it is 😍 We have few files that change frequently and are quite large in size, and it would be quite a storage hit to save all of them

3 years ago
0 <Edited> Two Things:

Hm, I did not specify any specific versions previously. What was the previous default?

2 years ago
0 Since V1.4.0, Our

One more thing that may be helpful SweetBadger76 , I've gone ahead and looked into clearml.storage.helper , and found that at least if I specify the bucket name directly in the aws.s3.credentials configuration for MinIO, then:
In [4]: StorageHelper._s3_configurations.get_config_by_uri(' ` ')
Out[4]: S3BucketConfig(bucket='clearml', host='some_ip:9000', key='xxx', secret='xxx', token='', multipart=False, acl='', secure=False, region='', verify=True, use_credentials_chain=False)...

3 years ago
0 Since V1.4.0, Our

Okay so the new functionality is maintained; thanks!

3 years ago
2 years ago
0 <Edited> Two Things:

SuccessfulKoala55 This is due to the pip update in clearml-agent

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 🤔 At least not yet 😄

2 years ago
0 Since V1.4.0, Our

Could also be that the use of ./ is the issue? I'm not sure what else I can provide you with, SweetBadger76

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

I'd like to remove the hidden system tag from a project

2 years ago
0 Sometimes, On Shorter Tasks, My Task Would Hang For The 5 Minute Timeout With E.G.

Uhhh, not really unfortunately :white_frowning_face: . I have ~20 tasks happening in a single file, and it's quite random if/when this happens. I just noticed this tends to happen with the shorter tasks

3 years ago
0 I'M Trying To Set Up Some Initial Experiments Within Our Stack, But When I Use The

Seemed to work fine again in detached mode, what went wrong there :shocked_face_with_exploding_head:

4 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

In the Profile section, yes, they are well defined (bucket, secret, key, and endpoint)

3 years ago
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