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AmiableSeaturtle81
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35 Questions, 135 Answers
  Active since 14 July 2023
  Last activity 11 months ago

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123 × Eureka!
0 Hey! Starting An Mlops Director Position In 2 Weeks. I'M Thinking About Architecture. Has Anyone Ever Tried To Use Clearml As An Experiment Tracker, But Used A Different Orchestrator Like Metaflow, Airflow, Prefect, Etc.? I'M Struggling To Find Guides Or

@<1523701482157772800:profile|AnxiousSeal95> I see a lot of people here migrating data from one data source to another.
For us it was that we experimented with Clearml to get the feeling and we used clearml built in file storage to save debug images an all other artifacts.

Then we grew rapidly and we had to migrate to S3 storage.
I had to write a script that goes through elasticsearch and mongo db to point to new S3 links wher the data was migrated to.
I do however understand that migration...

one year ago
0 Why Is Async_Delete Not Working?

@<1523701070390366208:profile|CostlyOstrich36> Any news on this? We are currently stuck without this fix, cant finish up clearml setup

one year ago
0 Why Is Async_Delete Not Working?
  1. This is how web UI configurations looks like
    image
one year ago
0 Why Is Async_Delete Not Working?

The problem is that clearml.conf s3 config doesnt support empty region field, even empty strings crashes it

one year ago
0 Why Is Async_Delete Not Working?

Setting these urls in SETTINGS/Configuration/ WEB APP CLOUD ACCESS in web ui
None doesnt work
None doesnt work
None doesnt work
None doesnt work
None gets replaced to None ://s3.host-our.com:8080 doesnt work
None doesnt work
None doesnt work

In all of these inst...

one year ago
0 Does Dataset.Add_Files Support Uploading From S3 Uri? I Have No Problem Uploading To S3 But Cant Use Data That Is Already In S3? Or Am I Dong Something Wrong? I Read In Documentation That Add_External_Files Supports This Feature, But I Want To Be Able To

Our datasets are more than 1TB in size and will grow in size (probably 4TB and up), this means we also need 4TB local storage just to upload the dataset back in zipped format. This is not a good solution.

What we can do I guess is do the downloading locally by some chunks of files?
Download locally 100 files, add_to_clearml dataset, repeat

one year ago
2 years ago
0 Hello, Please Dont Tell Me I Just Deleted Something: I Wanted To Do Two Things:

well, I connected to mongodb manually and it is empty, loaded with just examples

2 years ago
0 Hello, Please Dont Tell Me I Just Deleted Something: I Wanted To Do Two Things:

I also see that elastisearch and mongo has some data

2 years ago
0 Hello, Please Dont Tell Me I Just Deleted Something: I Wanted To Do Two Things:

is there any way to see if I even have the data in mongodb?

2 years ago
0 Why Is Async_Delete Not Working?

We dont need a port
"s3" is part of url that is configured on our routers, without it we cannot connect

one year ago
0 Why Is Async_Delete Not Working?
  • Here is how client side clearml.conf looks like together with the script im using to create the tasks. Uploads seems to work and is fixed thanks to you guys 🙌
    image
    image
    image
one year ago
0 Why Is Async_Delete Not Working?

@<1523701070390366208:profile|CostlyOstrich36> Still unable to understand what im doing wrong.
We have self hosted S3 Ceph storage server
Setting my config like this breaks task.init
image

one year ago
0 Why Is Async_Delete Not Working?

Hey, i see that 1.14.2 dropped
I tried it but the issue is still there, maybe the hotfix is in next patch?

Here is the setup so you can reproduce it (we dont have region field)
clearml.conf:
s3 {
use_credentials_chain: false
credentials: [
{
host: " s3.somehost.com "
key: "XXXXXXXXXXXXXXXXXXXX"
` secret: "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX...

one year ago
0 Hello, Please Dont Tell Me I Just Deleted Something: I Wanted To Do Two Things:

But it seems like the data is gone, not sure how to get them back

2 years ago
0 Why Is Async_Delete Not Working?

it looks like problem is the host field, whenever I add it I get:
2024-01-22 13:27:16,489 - clearml.storage - ERROR - Failed creating storage object None Reason: Missing key and secret for S3 storage access ( None )

one year ago
0 Hi, I’Ve Set Up A Clearml Server With The Default_Output_Uri Pointed To S3. We’Re Planning To Migrate From S3 To Azure Blob Storage. Is There A Direct Way To Migrate The Data, Or Should We Simply Transfer The Data From S3 To Azure And Update The Default_

We had a similar problem. Clearml doesnt support data migration (not that I know of)
So you have two ways to fix this:

  • Recreate the dataset when its already in Azure
  • Edit each elasticsearch database file entry to point to new destination (we did this)
one year ago
0 Why Is Async_Delete Not Working?

So from our IT guys i now know that
"s3" part of url is subdomain, we use it in all other libs like boto3 and cloudpathlib, never had any problems
This is where the crash happens inside the clearml Task
image

one year ago
0 Why Is Async_Delete Not Working?

also, when uploading artifacts, I see where they are stored on the s3 bucket, but I cant find where the debug images are stored at

one year ago
0 Why Is Async_Delete Not Working?

digging deeper it seems like a parsing issue
image

one year ago
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