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Answered
Why Is Async_Delete Not Working?

Why is async_delete not working?

  • bucket is not right in logs
  • This is really misleading in web ui, because it says "success" although async_delete failed misserably.
  • Im using latest versions
  • Self hosted cleraml, self hosted s3
    image
    image
  
  
Posted one year ago
Votes Newest

Answers 80


@<1590514584836378624:profile|AmiableSeaturtle81> if you wish for you debug samples to be uploaded to s3 you have 2 options: you either use this function: None
or you can change the api.files_server entry to your s3 bucket in clearml.conf . This way you wouldn't need to call set_default_upload_destination every time you run a new script.
Also, in clearml.conf , you can change sdk.development.default_output_uri such that you don't need to set output_uri="s3://... every time in Task.init

  
  
Posted one year ago

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 )

  
  
Posted one year ago

you might want to prefix both the host in the configuration file and the uri in Task.init / StorageHelper.get with s3. if the script above works if you do that

  
  
Posted one year ago

removing it doesnt fix the problem

  
  
Posted one year ago

what about this script (replace with your creds, comment out creds in clearml.conf for now)

from clearml import Task
from clearml.storage.helper import StorageHelper

task = Task.init("test", "test")
task.setup_aws_upload(
    bucket="bucket1",
    host="localhost:9000",
    key="",
    secret="",
    profile=None,
    secure=True
)
helper = StorageHelper.get("
")
  
  
Posted one year ago

As I wrote, you need to remove the s3 from the start of the host section..

  
  
Posted one year ago

@<1523701435869433856:profile|SmugDolphin23> Setting it without http is not possible as it auto fills them back in

  
  
Posted one year ago

I dont have a region. I guess I will wait till tomarrow then?

  
  
Posted one year ago

Yes, credetials seems to work
Im trying to figure out not why I dont see the uploaded files / folders

  • I checked maybe clearml task uses fileserver instead but i dont see any files in fileserver folder
  • Nothing is uploaded in bucket (i will ask IT guy to check if im uploading any files in logs)
    image
  
  
Posted one year ago

Can you actually add the bucket to the credentials just to try it out?
Also, can you check that this snippet works for you (with your creds):

import boto3
import json
import six

key = ""
secret = ""
host = "our_host.com"
bucket_name = "bucket"
profile = None
filename = "test"
data = {"test": "data"}

boto_session = boto3.Session(aws_access_key_id=key, aws_secret_access_key=secret, profile_name=profile)
endpoint = "https://" + host
boto_resource = boto_session.resource("s3", region_name=None, endpoint_url=endpoint)
bucket = boto_resource.Bucket(bucket_name)
bucket.put_object(Key=filename, Body=six.b(json.dumps(data)))
  
  
Posted one year ago

This is an actual AWS S3 bucket?

  
  
Posted one year ago

@<1523701070390366208:profile|CostlyOstrich36> Hello John, we are still unable to use clearml with our self hosted s3 CEPH instances, is there any update on the hotfix for 1.14?

  
  
Posted one year ago

But there are stil some wierd issues, i cannot see the files uploaded in bucket

  
  
Posted one year ago

in the code, the output uri should be with None :<PORT>

  
  
Posted one year ago

Also, is it an AWS S3 or is it some similar storage solution like Minio?

  
  
Posted one year ago

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

  
  
Posted one year ago

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

  
  
Posted one year ago

Hi @<1590514584836378624:profile|AmiableSeaturtle81> , any non-AWS S3-like storage must have a port in this setup, how did you configure the SDK?
Also the two ways you're showing are the same - the popup will fill in the details in the settings page

  
  
Posted one year ago

@<1590514584836378624:profile|AmiableSeaturtle81> ok, I think that your credentials from clearml.conf are actually working now. let's not change them.
Now let's try this simple code:

from clearml import Task
import numpy as np


if __name__ == "__main__":
    task = Task.init(task_name="test4", project_name="test4", output_uri="
")
    image = np.random.randint(0, 256, size=(500, 1000, 3), dtype=np.uint8)
    task.upload_artifact("image", image)

You should change the task_name and project_name from test just in case some object has been created previously

  
  
Posted one year ago

we do, yes. Changing it to https in settings doesnt help

  
  
Posted one year ago

digging deeper it seems like a parsing issue
image

  
  
Posted one year ago

Hi, ok im really close now to working system
Debug image is uploading to s3, im seeing the files, all ok there

Problem now is viewing these images in web UI
Going to Debug Samples panel in Task drops me a popup to fill in s3 credentials

I cant figure out what the right setup is for the creds to work
This is what I have now (Note that we dont have region)
image

  
  
Posted one year ago

@<1590514584836378624:profile|AmiableSeaturtle81> weren't you using https for the s3 host? maybe the issue has something to do with that?

  
  
Posted one year ago

Or whatever port you use

  
  
Posted one year ago

@<1523701435869433856:profile|SmugDolphin23> Any ideas how to fix this?

  
  
Posted one year ago

In which ui? Because there are two ways to do it. When clicking on artifacti url there is a popup (but has no way to change host url)
Our s3 host doesnt have port (didnt specify port in clearml.conf anywhere and upload works)
image
image
image

  
  
Posted one year ago

Adding bucket in clearml.conf causes the same error: clearml.storage - ERROR - Failed uploading: Could not connect to the endpoint URL: " None "
image
image
image

  
  
Posted one year ago

Hi @<1590514584836378624:profile|AmiableSeaturtle81> ! We have someone investigating the UI issue (I mainly work on the sdk). They will get back to you once they find something...

  
  
Posted one year ago

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

  
  
Posted one year ago

good morning, I tried the script you provided and Im getting somewhere
image

  
  
Posted one year ago