More clarification on documentation (ClearML Data): > Dataset changes are stored using differentiable storage, meaning a version will store the change-set fr...

Does ClearML somehow remove any loggers from logging module? We suddenly noticed that we have some handlers missing when running in ClearML

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...

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...

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 ...

Can I shutdown specific workers somehow? Running clearml-agent .... --stop just iterates over all the local workers and shuts them down one by one

Also ubuntu 18.04 is losing support so everything in the image needs an update…

Is there an easy way to apply the uncommitted changes, logged by ClearML, locally to a dev environment?

We're using Ray and ClearML together, and suddenly we're seeing some hanging threads, and finally we got an error message: 2022-01-10 09:58:56,803 [ERROR] [C...

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?

!! In remote execution, do agents inherit the config from the queue from which they pull the task?

Side note for documentation, Task.project reads > Returns the current Task’s project name. But it actually returns the project ID

What privileges/IAM role would the AWS autoscaler need?

⚠️ ClearML version 1.8.1 had "fix" for the deferred init which introduces a bug btw, I've opened None to highlight this.

Can we use S3 buckets to cache environments?

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....

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...

Is there any testing suite that ships with ClearML? If we'd like to make some unit tests for our code?

Confirming about the documentation for clearml.conf : > agent.enable_task_env > ( > bool > ) Set the OS environments based on the Task's Environment section ...

Seems like ClearML tasks in offline mode cannot be properly closed, we get ValueError: Unsupported keyword arguments: publish when calling task.close() . Thi...

Good week ClearML team 🙂 I have found two more WebUI bugs (on the self-hosted server): If I look at a specific experiment (say, the Artifacts tab), and then...

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...

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...

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...

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 -...

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 ...

Soooo… the tooltip for some buttons in the WebUI hides the actual buttons 🤔 Any quick fixes?

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...

Has anyone encountered the following WebUI issue? When leaving a tab open for a while (on the experiments list detailed view), the "Load More" button occasio...

Weird encounter on macOS (local execution, rerunning after it failed - worked normally): Traceback (most recent call last): File "/Users/.../repositories/......