` # which python
/Users/anuj.tyagi/clearml_api/venv/bin/python
(venv) LMWPRW6F3:clearml_api root# pip freeze | grep clearml
clearml==1.7.2

Traceback (most recent call last):
File "get_all_task.py", line 8, in <module>
print (client.tasks.get_all())
File "/Users/anuj.tyagi/clearml_api/venv/lib/python3.8/site-packages/clearml/backend_api/session/client/client.py", line 422, in get
result=self.session.send(request_cls(*args, **kwargs)),
File "/Users/anuj.tyagi/clearml_api/venv/lib...

Still failing but I know the root cause though.

I found system_tags and all the metrics including CPU but can't find any field mentions GPU scalar reported or GPU utilization.

We are running workers as bare metal and clearml-server on Kubernetes. I was trying to find, what are those min and max value for above metrics.

What do you mean by how much is reserved ? Are you running with an agent?

Thanks for the reply.
So, all requests should be post even when I'm trying to collect data?
For https://clear.ml/docs/latest/docs/references/api/workers#post-workersget_activity_report
when I am trying this
`
import requests, json
from requests.auth import HTTPBasicAuth

request_body = {
"from_date": "1665867715",
"interval": "3600",
"to_date": "1666213315"
}
url = web_server+"/workers.get_activity_report"

response = requests.get(url, auth=HTTPBasicAuth(access_key, secret_key)...

I see it now.

` "5451af93e0bf68a4ab09f654b222ccae": {
"1b790a3da2e8d6cd939cf271694fe81b": {
"metric": ":monitor:gpu",
"variant": "gpu_0_utilization",
"value": 0.0,
"min_value": 0.0,
"max_value": 3.542
},
"409d4e6ad9b69b3224fceeac6e265ddc": {
"metric": ":monitor:gpu",
"variant": "gpu_0_mem_used_gb",
"value": 0.0,
...

RUN apk update && apk upgrade --no-cache RUN /usr/local/bin/python3 -m pip install --upgrade pip RUN /usr/local/bin/python3 -m pip install -r requirements.txt

CostlyOstrich36 May I know what are the request params to get task urls, tasks.task_urls()

Yeah. M1 chip

I see. It's showing since experiment started.

SuccessfulKoala55 Thanks. Last one. How do use this task_urls ?

This worked out.
`
from clearml.backend_api.session.client import APIClient

Create an instance of APIClient

client = APIClient()
project_list = client.workers.get_all()
print(project_list) `

ok

How can it be even this kind of issue with Python when one endpoint is giving response and other not.

Thanks

oh! yeah. That worked out. Thanks a lot.

Worked with python:3.9.11 but didn't work with python:3.9.11-alpine 😮
This is crazy.

` from clearml.backend_api.session.client import APIClient

Create an instance of APIClient

client = APIClient()

users = client.users.get_all() `
I get

Traceback (most recent call last): File "get_all_users.py", line 13, in <module> users = client.users.get_all() AttributeError: 'APIClient' object has no attribute 'users'
Although,
user = Task._get_default_session().send_request("users", "get_all", json={"id": [user_id]})did the work.

Yeah exactly. Scalar tab have those but I need to add track in the alert if GPU utilization/gpu memory not in use and experiment in progress then alert. Can I get gpu usage over time frame via API also?

so I think it depends if python:3.9-alpine use x86
which I believe it might be probably

Phew. Make sense. I am testing it by updating FROM in dockerfile.
Fingers crossed.

same error for tasks.get_all() endpoint

I see. Dev tools is useful here for finding api endpoints used for the data and
https://github.com/allegroai/clearml/blob/master/clearml/task.py#L987 what I was looking for.
Thanks

It would be great to have possible fields in the given parameters mentioned here: https://clear.ml/docs/latest/docs/references/api/tasks#post-tasksget_all
Any clue how do I figure out those?

ok thanks

I found a lot of questions from past chat in this group including by you related to k8 glue with clearml.
Do you mean it recently become part of enterprise version?
AgitatedDove14

Thanks for the discussion 🙂
It helped me too.

Thanks SuccessfulKoala55
Also, https://clear.ml/docs/latest/docs/references/api/tasks#post-tasksget_all gives me userID

<tasks.Task: {
"id": "xxx",
"name": "Interactive Session",
"user": "6cfef1d32",
"company": "xxxx",
"type": "application",
"status": "in_progress",
.....

}
I can't find api endpoint to get user name from user_id like "user": "6cfef1d32" above.

Eg. To query tasks that are both Running --> You mean status=["in_progress"] ?? How do I figure out other possible parameter I can use with status parameter?

Another,
Filter only tasks that start say 10 min ago . Is there any parameter for it also ?

` "tags": [],
"system_tags": [
"interactive"
],
"status_changed": "2022-10-13 17:05:22.844000+00:00",
"status_message": "",
"status_reason": "",
"last_worker": "xxx01:!2c1:cpu:10:service:0a750bd8a09b4063a59c96b4370d0815",
"last_worker_report": "2022-10-30 15:23:18.695000+00:00",
"last_update": "2022-10-30 15:23:18.695000+00:00",
"last_change": "2022-10-30 15:23:18.695000+00:00",
"last_iteration": 0,
"last_metrics": {
"29c6dd717a649...