automl_setup.cmd

@echo off
set conda_env_name=%1
set automl_env_file=%2
set options=%3
set PIP_NO_WARN_SCRIPT_LOCATION=0

IF "%conda_env_name%"=="" SET conda_env_name="azure_automl"
IF "%automl_env_file%"=="" SET automl_env_file="automl_env.yml"

IF NOT EXIST %automl_env_file% GOTO YmlMissing

IF "%CONDA_EXE%"=="" GOTO CondaMissing

call conda activate %conda_env_name% 2>nul:

if not errorlevel 1 (
  echo Upgrading existing conda environment %conda_env_name%
  call pip uninstall azureml-train-automl -y -q
  call conda env update --name %conda_env_name% --file %automl_env_file%
  if errorlevel 1 goto ErrorExit
) else (
  call conda env create -f %automl_env_file% -n %conda_env_name%
)

call conda activate %conda_env_name% 2>nul:
if errorlevel 1 goto ErrorExit

call python -m ipykernel install --user --name %conda_env_name% --display-name "Python (%conda_env_name%)"

REM azureml.widgets is now installed as part of the pip install under the conda env.
REM Removing the old user install so that the notebooks will use the latest widget.
call jupyter nbextension uninstall --user --py azureml.widgets

echo.
echo.
echo ***************************************
echo * AutoML setup completed successfully *
echo ***************************************
IF NOT "%options%"=="nolaunch" (
  echo.
  echo Starting jupyter notebook - please run the configuration notebook 
  echo.
  jupyter notebook --log-level=50 --notebook-dir='..\..'
)

goto End

:CondaMissing
echo Please run this script from an Anaconda Prompt window.
echo You can start an Anaconda Prompt window by
echo typing Anaconda Prompt on the Start menu.
echo If you don't see the Anaconda Prompt app, install Miniconda.
echo If you are running an older version of Miniconda or Anaconda,
echo you can upgrade using the command: conda update conda
goto End

:YmlMissing
echo File %automl_env_file% not found.

:ErrorExit
echo Install failed

:End