[Bug]:[Model Monitoring] 400 Bad request error http://localhost:30070/api/v1/build/function

[satyaraj479]

MLRun Version checks

• I have checked that this issue has not already been reported.

• I have confirmed this bug exists on the latest version of MLRun CE.

Reproducible Example

https://github.com/mlrun/demos/blob/master/tutorials/05-model-monitoring.ipynb

Issue Description

Import the serving function from the Function Hub and mount filesystem

serving_fn = mlrun.import_function('hub://v2_model_server')

Add the model to the serving function's routing spec

serving_fn.add_model(model_name, model_path=model_artifact.uri)

Enable model monitoring

serving_fn.set_tracking()
mlrun.deploy_function(serving_fn)
Starting remote function deploy

2023-06-19 11:29:06,680 [error] error submitting build task: 400 Client Error: Bad Request for url: http://localhost:30070/api/v1/build/function: details: {'reason': {'reason': 'runtime error: failed creating tutorial-satyaraj-serving'}}

---

HTTPError Traceback (most recent call last)
~/anaconda3/envs/dev-task-mlrun/lib/python3.8/site-packages/mlrun/errors.py in raise_for_status(response, message)
75 try:
---> 76 response.raise_for_status()
77 except requests.HTTPError as exc:

~/anaconda3/envs/dev-task-mlrun/lib/python3.8/site-packages/requests/models.py in raise_for_status(self)
1020 if http_error_msg:
-> 1021 raise HTTPError(http_error_msg, response=self)
1022

HTTPError: 400 Client Error: Bad Request for url: http://localhost:30070/api/v1/build/function

Expected Behavior

2023-03-12 17:02:38,651 [info] Starting remote function deploy
2023-03-12 17:02:40 (info) Deploying function
2023-03-12 17:02:40 (info) Building
2023-03-12 17:02:40 (info) Staging files and preparing base images
2023-03-12 17:02:40 (info) Building processor image
2023-03-12 17:03:40 (info) Build complete
2023-03-12 17:03:51 (info) Function deploy complete
2023-03-12 17:03:52,969 [info] successfully deployed function: {'internal_invocation_urls': ['nuclio-tutorial-yonis-serving.default-tenant.svc.cluster.local:8080'], 'external_invocation_urls': ['tutorial-yonis-serving-tutorial-yonis.default-tenant.app.vmdev30.lab.iguazeng.com/']}
DeployStatus(state=ready, outputs={'endpoint': 'http://tutorial-yonis-serving-tutorial-yonis.default-tenant.app.vmdev30.lab.iguazeng.com/', 'name': 'tutorial-yonis-serving'})

Installation OS

Mac

Installation Method

Kubernetes

Python Version

3.8.8

MLRun Version

1.2.1

Additional Information

Please help as I am just executing the demo notebook as is.

[harishgawade1999]

I'm also getting the same error...