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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
30 Answers
1K Views
0 Votes 30 Answers 1K Views
Is there a way to set precedence on package managers? If we set an agent to use poetry it will ignore local packages, even if I use the force_requirements_en...
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
24 Answers
618 Views
0 Votes 24 Answers 618 Views
How can I send a composed chunk of code for remote execution from within a notebook ?
11 months ago
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5 Answers
956 Views
0 Votes 5 Answers 956 Views
Getting a weird error on local setup for ClearML Server: 2022-03-30 08:07:07,932 - clearml.Task - ERROR - Action failed <500/0: tasks.get_all/v1.0 (mongo:270...
2 years ago
0 Votes
8 Answers
1K Views
0 Votes 8 Answers 1K Views
The ClearML helm charts page is gone? https://allegroai.github.io/clearml-helm-charts/
one year ago
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2 Answers
982 Views
0 Votes 2 Answers 982 Views
Can we use S3 buckets to cache environments?
2 years ago
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30 Answers
1K Views
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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
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2 Answers
1K Views
0 Votes 2 Answers 1K Views
Confirming about the documentation for clearml.conf : > agent.enable_task_env > ( > bool > ) Set the OS environments based on the Task's Environment section ...
2 years ago
0 Votes
23 Answers
1K Views
0 Votes 23 Answers 1K Views
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...
2 years ago
0 Votes
7 Answers
975 Views
0 Votes 7 Answers 975 Views
Weird encounter on macOS (local execution, rerunning after it failed - worked normally): Traceback (most recent call last): File "/Users/.../repositories/......
2 years ago
0 Votes
6 Answers
994 Views
0 Votes 6 Answers 994 Views
So the around app is also from ClearML? :shocked_face_with_exploding_head:
3 years ago
0 Votes
24 Answers
1K Views
0 Votes 24 Answers 1K Views
Can one compare experiments/tasks from different projects? EDIT: I mean, I can manually navigate to some /compare-experiments end point and then find the tas...
2 years ago
0 Votes
30 Answers
1K Views
0 Votes 30 Answers 1K Views
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....
one year 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
3 Answers
1K Views
0 Votes 3 Answers 1K Views
Is there any way (or are there any plans) to include some view for datasets in the WebUI? One that is detached from the generating task?
2 years ago
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30 Answers
1K Views
0 Votes 30 Answers 1K Views
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...
3 years ago
0 Votes
3 Answers
982 Views
0 Votes 3 Answers 982 Views
side question - any plans to include native support for lgbm ?
3 years ago
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26 Answers
1K Views
0 Votes 26 Answers 1K Views
I have some code that launches ML tasks and it accepts a YAML file, .env file and various CSVs. What would be the best way to upload these to a clearml task ...
3 years ago
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30 Answers
1K Views
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One more follow-up still; we're trying to run non-GPU scaler, and I've finally sorted out subnet and security groups issues, only to run into this: Executing...
2 years ago
0 Votes
4 Answers
1K Views
0 Votes 4 Answers 1K Views
Follow up on execute_remotely, I see one can limit the available GPU resources in a worker daemon; could one also limit the number of CPU cores available?
2 years ago
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9 Answers
1K Views
0 Votes 9 Answers 1K Views
How do I stop a zombie agent? šŸ¤” 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 ...
2 years ago
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4 Answers
1K 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
2 years ago
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4 Answers
1K Views
0 Votes 4 Answers 1K Views
āš ļø ClearML version 1.8.1 had "fix" for the deferred init which introduces a bug btw, I've opened None to highlight this.
2 years ago
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3 Answers
1K Views
0 Votes 3 Answers 1K Views
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...
2 years ago
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6 Answers
1K Views
0 Votes 6 Answers 1K Views
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: Th...
2 years ago
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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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17 Answers
1K Views
0 Votes 17 Answers 1K Views
If I clone a task, I suppose all artifacts are not cloned with it, even if they are registered, right?
2 years ago
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30 Answers
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Is there any testing suite that ships with ClearML? If we'd like to make some unit tests for our code?
2 years ago
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30 Answers
1K Views
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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
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18 Answers
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0 Votes 18 Answers 1K Views
Does ClearML somehow remove any loggers from logging module? We suddenly noticed that we have some handlers missing when running in ClearML
2 years ago
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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 Iā€™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...
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

There's no decorator, just e.g.

def helper(foo: Optional[Any] = None):
    return foo

def step_one(...):
    # stuff

Then the type hints are not removed from helper and the code immediately crashes when being run

one year ago
0 One More Follow-Up Still; We'Re Trying To Run Non-Gpu Scaler, And I'Ve Finally Sorted Out Subnet And Security Groups Issues, Only To Run Into This:

Odd; switching to virtual environment results in
fatal: could not read Username for ' ': terminal prompts disabledeven though it does earlier show that:
agent.git_user = xxx

2 years ago
0 One More Follow-Up Still; We'Re Trying To Run Non-Gpu Scaler, And I'Ve Finally Sorted Out Subnet And Security Groups Issues, Only To Run Into This:

Then the username and password would be visible in the autoscaler task šŸ˜•
But it should work out of the box, as it does work like that out of the box also regardless of ClearML. The user and personal access token are used as is and it propagates down to submodules, since those are simply another git repository.
I've further checks on a different machine and it works as well šŸ¤”

2 years ago
0 One More Follow-Up Still; We'Re Trying To Run Non-Gpu Scaler, And I'Ve Finally Sorted Out Subnet And Security Groups Issues, Only To Run Into This:

Different AMI image/installing older Python instances that don't enforce this...
For future reference though, the environment variable should be PIP_USE_PEP517=false

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

If that's the case, wouldn't it apply across the board? This happens in a single task within ray - the other tasks (I have many in a single run) are fine

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:

I thought so too - so I added flush calls just in case, but nothing's changed.
This is somewhat weird since it always happens in the above scenario (Ray + ClearML), and always in the last task/job from Ray

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:

Or do you mean the contents of the configuration, probably :face_palm: ... one moment

2 years ago
0 Clearml Server V1.2.0 Has Just Been Released!

FYI @<1523701087100473344:profile|SuccessfulKoala55> (or I might be doing something wrong), but it seems the python migration code comes with carriage returns, so it fails on linux by default (one has to tr -d '\r' to use it)

EDIT: And also it defaults to /opt/allegro/data rather than the recommended /opt/clearml/data which is suggested when installing the server šŸ¤”

2 years ago
0 Clearml Server V1.2.0 Has Just Been Released!

It was really easy with the attached code, really šŸ‘

I would only maybe suggest adding in the documentation, that if one uses the default recommended install location, then the script can be run without any command line arguments.
I had to momentarily look at the code to see the default paths match my own (though I could've also looked at --help default values šŸ˜› )

2 years ago
0 Clearml Server V1.2.0 Has Just Been Released!

Perfect now šŸ‘Œ (also nice cleanup of default_new_data_root duplicate code :D)

2 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 šŸŽ‰

2 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 ;)

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

And last but not least, for dictionary for example, it would be really cool if one could do:
my_config = task.connect_configuration(my_config, name=name) my_other_config = task.connect_configuration(my_other_config, name=other_name) my_other_config['bar'] = my_config # Creates the link automatically between the dictionaries

2 years ago
0 We'Re Running Into Errors Such As This:

Running a self-hosted server indeed. It's part of a code that simply adds or uploads an artifact šŸ¤”

2 years ago
0 One More Follow-Up Still; We'Re Trying To Run Non-Gpu Scaler, And I'Ve Finally Sorted Out Subnet And Security Groups Issues, Only To Run Into This:

That's enabled; I was aiming if there are flags to add to pip install CLI, such as --no-use-pep517

2 years ago
0 When Uploading An Artifact, Can I List It In Some Grouping (Like With Parameters, Having E.G.

So basically I'm wondering if it's possible to add some kind of small hierarchy in the artifacts, be it sections, groupings, tabs, folders, whatever.

2 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...

2 years ago
0 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):

Latest (1.5.1 I believe?), full log incoming, but it's like I've posted elsewhere already šŸ¤”
It just sets up the environment and immediately crashes when trying to run the code.
The setup itself is done correctly.

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

Another example - trying to validate dataset interactions ends with

` else:
self._created_task = True
dataset_project, parent_project = self._build_hidden_project_name(dataset_project, dataset_name)
task = Task.create(
project_name=dataset_project, task_name=dataset_name, task_type=Task.TaskTypes.data_processing)
if bool(Session.check_min_api_server_version(Dataset.__min_api_version)):
get_or_create_proje...

2 years ago
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