MLFlow projects; bash: python: command not found
Question:
I’m running MLflow Project for a model using following command from my ubuntu 20.04 terminal
mlflow run . --no-conda -P alpha=0.5
My system doesn’t have conda or python (It does however have python3). So, I added alias for python using terminal
alias python='python3'
After which I could open python in terminal using python. However, I still got the same error
2021/11/21 08:07:34 INFO mlflow.projects.utils: === Created directory /tmp/tmpp4h595ql for downloading remote URIs passed to arguments of type 'path' ===
2021/11/21 08:07:34 INFO mlflow.projects.backend.local: === Running command 'python tracking.py 0.5 0.1' in run with ID 'e50ca47b3f8848a083906be6220c26fc' ===
bash: python: command not found
2021/11/21 08:07:34 ERROR mlflow.cli: === Run (ID 'e50ca47b3f8848a083906be6220c26fc') failed ===
How to get rid of this error?
Answers:
Change python to python3 in the MLproject file to the resolve error.
command: "python3 tracking.py {alpha} {l1_ratio}"
Running the command below in the terminal helped me:
$ sudo apt install python-is-python3
After installation, run the ML project and it should work.
I’m running MLflow Project for a model using following command from my ubuntu 20.04 terminal
mlflow run . --no-conda -P alpha=0.5
My system doesn’t have conda or python (It does however have python3). So, I added alias for python using terminal
alias python='python3'
After which I could open python in terminal using python. However, I still got the same error
2021/11/21 08:07:34 INFO mlflow.projects.utils: === Created directory /tmp/tmpp4h595ql for downloading remote URIs passed to arguments of type 'path' ===
2021/11/21 08:07:34 INFO mlflow.projects.backend.local: === Running command 'python tracking.py 0.5 0.1' in run with ID 'e50ca47b3f8848a083906be6220c26fc' ===
bash: python: command not found
2021/11/21 08:07:34 ERROR mlflow.cli: === Run (ID 'e50ca47b3f8848a083906be6220c26fc') failed ===
How to get rid of this error?
Change python to python3 in the MLproject file to the resolve error.
command: "python3 tracking.py {alpha} {l1_ratio}"
Running the command below in the terminal helped me:
$ sudo apt install python-is-python3
After installation, run the ML project and it should work.