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pythonazureazure-machine-learning-servicemlflow

Getting Bad request while searching run in mlflow

Training a ml model with mlflow in azure environment.

import mlflow
from mlflow import MlflowClient
from azureml.core import Experiment, Workspace

experiment_name = 'housing-lin-mlflow'

experiment = Experiment(ws, experiment_name)

runs = mlflow.search_runs(experiment_ids=[ experiment.id ])

While fetching runs from search_runs getting this error :

RestException: BAD_REQUEST: For input string: "5b649b3c-3b8f-497a-bb4f"

MLflow version : 1.28.0 In Azure studio jobs have been created and successfully run.

Solution

  • The bad request in MLFlow after successful running the job is because of not giving proper API permissions for the application.

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    Search for MLFLOW

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    Scroll down

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    Click on View API Permissions

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    Under API permissions, assign the permissions according to the application running region and requirements. Checkout the document for further information.