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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
18 Answers
1K Views
0 Votes 18 Answers 1K Views
!! In remote execution, do agents inherit the config from the queue from which they pull the task?
2 years ago
0 Votes
3 Answers
983 Views
0 Votes 3 Answers 983 Views
side question - any plans to include native support for lgbm ?
3 years ago
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4 Answers
1K Views
0 Votes 4 Answers 1K Views
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
0 Votes
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
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
7 Answers
996 Views
0 Votes 7 Answers 996 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
0 Votes
10 Answers
1K Views
0 Votes 10 Answers 1K Views
Is there anywhere in the web UI where one can see the clearml server version running? I keep getting "version 1.1.1 is now available" even though I'm pretty ...
3 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
0 Votes
3 Answers
994 Views
0 Votes 3 Answers 994 Views
Can we temporarily disable the autologging feature? (specifically for matplotlib ?)
one year 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
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
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
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
4 Answers
981 Views
0 Votes 4 Answers 981 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
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
2 Answers
978 Views
0 Votes 2 Answers 978 Views
Can one delete individual tasks from the WebUI?
3 years ago
0 Votes
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
7 Answers
978 Views
0 Votes 7 Answers 978 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
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
0 Votes
2 Answers
570 Views
0 Votes 2 Answers 570 Views
Is there a GCP driver similar to aws_driver.py ? None
9 months ago
0 Votes
5 Answers
958 Views
0 Votes 5 Answers 958 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
13 Answers
720 Views
0 Votes 13 Answers 720 Views
Can steps be removed from pipelines, and/or can pipelines be generally modified other than adding steps to them?
11 months ago
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13 Answers
1K Views
0 Votes 13 Answers 1K Views
Two things: The release of clearml-agent was not announced in 🤯 clearml-agent seems outdated wrt requirements, making poetry and clearml-agent incompatible:...
2 years ago
0 Votes
23 Answers
1K Views
0 Votes 23 Answers 1K Views
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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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...
3 years ago
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30 Answers
1K Views
0 Votes 30 Answers 1K Views
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 ...
2 years 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
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
8 Answers
966 Views
0 Votes 8 Answers 966 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
0 Votes
1 Answers
1K Views
0 Votes 1 Answers 1K Views
We're moving from on-premise to AWS - is there an easy way to migrate wall the tasks, projects, etc to the new instance?
2 years ago
Show more results questions
0 Trying To Run Aws Autoscaler With

That still seems to crash SuccessfulKoala55 🤔
EDIT: No, wait, the environment still needs updating. One moment still...

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

I'll have a look at 1.1.6 then!
And that sounds great - environment variables should be supported everywhere in the config, or then the docs should probably mention where they are and are not supported 🙂

I'll be happy to test it out if there's any commit available?

The thing I don't understand is how come this DOES work on our linux setups 🤔

2 years ago
0 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 -- Any Way To Circumvent This, Other Than Explicit Reporting?

Yes -- that's what I meant by The title is specified in the plot . I make the plots manually - title, axes labels, ticks, etc. In that sense, the figure is entirely configured. ClearML just saves it as "untitled 00/plot image"

2 years ago
0 Trying To Run Aws Autoscaler With

Or to be clear, the environment installed by the autoscaler under /clearml_agent_venv has poetry installed, and it uses that to set up the environment for the executed task, e.g. in root/.clearml/venvs-builds/3.10/task_repository/.../.venv , but the latter does not have poetry installed, and so it crashes?

one year 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
0 Is It Expected That K8S Helm Chart Also Starts A Clearml Worker?

Can I query where the worker is running (IP)?

2 years ago
0 When Using

Generally the StorageManager seems a bit slow, even a simple StorageManager.list(...) on a local path seems to take a long time

3 years ago
0 When Using

Bump?

3 years ago
0 When Using

The error seems to come from this line:
self._driver = _FileStorageDriver(str(path_driver_uri.root)) (line #353 in clearml/storage/helper.py
Where if the path_driver is a local path, then the _FileStorageDriver starts with a base_path = '/' , and then takes extremely long time at iterating over the entire file system (e.g. in _get_objects , line #1931 in helper.py )

3 years ago
0 When Using

Here's a full description of the layout:
Remote agent + entire ClearML docker suite running on host A. Host A also has a /data/clearml folder mounted to it and to it's docker containers (I've edited the docker-compose to add this mount point) Connect to host A, use StorageManager on the /data/clearml folder for some early troubles (e.g. long .list call) Use the same connection to run a task with execute_remotely and download_folder and see it crash :disapp...

3 years ago
0 When Using

Indeed with ~ the .root call ends with an empty string, so it has a bit of different flow

3 years ago
0 When Using

This also appears in the error log:

` StorageManager.download_folder(cache_dir.as_posix(), local_folder=".")
File "/home/idan/.clearml/venvs-builds/3.7/lib/python3.7/site-packages/clearml/storage/manager.py", line 278, in download_folder
for path in helper.list(prefix=remote_url):
File "/home/idan/.clearml/venvs-builds/3.7/lib/python3.7/site-packages/clearml/storage/helper.py", line 596, in list
res = self._driver.list_container_objects(self._container, ex_prefix=prefix)
Fi...

3 years ago
0 When Using

Btw TimelyPenguin76 this should also be a good starting point:
First create the target directory and add some files:sudo mkdir /data/clearml sudo chmod 777 -R /data/clearml touch /data/clearml/foo touch /data/clearml/bar touch /data/clearml/bazThen list the files using the StorageManager. It shouldn't take more than a few miliseconds.` from clearml import StorageManager

%%timeit
StorageManager.list("/data/clearml")

-> 21.2 s ± 328 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) `

3 years ago
0 When Using

On my remote server..?

3 years ago
0 When Using

Added the following line under volumes for apiserver , fileserver , agent-services :
- /data/clearml:/data/clearml

3 years ago
0 When Using

It's also sufficient to see StorageManager.list("/data/clear") takes a really long time to return no results

3 years ago
0 When Using

Ubuntu 18.04, latest clearml version

3 years ago
0 When Using

Any leads TimelyPenguin76 ? I've also tried setting up a minio s3 bucket, but I'm not sure if the remote agent has copied the credentials and host 🤔

3 years ago
0 When Using

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

3 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 🤔

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

It was really easy with the attached code, really 👍

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 😛 )

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

Perfect now 👌 (also nice cleanup of default_new_data_root duplicate code :D)

2 years ago
0 Hello! What Considerations Are There To Upgrading Clearml Kubernetes Installation From 1.6.0 To 1.7.0? Will It Suffice To Just Update The Image_Tag Within The Helm Charts And Keep Rest Of The Config As It Was? Br, -Ville P.

Following up on that (I don't think the K8s helm chart for 1.7.0 is out yet SlimyDove85 , is it?) - but what's the recommended way to backup the mongodb before upgrading on K8s?

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

yes, a lot of moving pieces here as we're trying to migrate to AWS and set up autoscaler and more 😅

2 years ago
0 Can We Report A Pandas Table With Styling To Be Retained In The Webui? It Would Be Nice To Report E.G.

Thanks AgitatedDove14 , I'll give it a try. Perhaps additional documentation is needed for that extra_layout

2 years ago
0 Are The Docs Broken?

No, fixed 🙂

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

Sorry, not necessarily RBAC (although that is tempting 😉 ), but for now was just wondering if an average joe user has access to see the list of "registered users"?

2 years ago
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