Updated automl_setup scripts

how-to-use-azureml/automated-machine-learning/automl_env.yml

@@ -1,22 +1,21 @@
-name: azure_automl
+name: azure_automl
-dependencies:
+dependencies:
-  # The python interpreter version.
+  # The python interpreter version.
-  # Currently Azure ML only supports 3.5.2 and later.
+  # Currently Azure ML only supports 3.5.2 and later.
-- python>=3.5.2,<3.6.8
+- python>=3.5.2,<3.6.8
-- nb_conda
+- nb_conda
-- matplotlib==2.1.0
+- matplotlib==2.1.0
-- numpy>=1.11.0,<1.15.0
+- numpy>=1.11.0,<=1.16.2
-- cython
+- cython
-- urllib3<1.24
+- urllib3<1.24
-- scipy>=1.0.0,<=1.1.0
+- scipy>=1.0.0,<=1.1.0
-- scikit-learn>=0.18.0,<=0.19.1
+- scikit-learn>=0.19.0,<=0.20.3
-- pandas>=0.22.0,<0.23.0
+- pandas>=0.22.0,<0.23.0
-- tensorflow>=1.12.0
+- py-xgboost<=0.80
-- py-xgboost<=0.80
+
-
+- pip:
-- pip:
+  # Required packages for AzureML execution, history, and data preparation.
-  # Required packages for AzureML execution, history, and data preparation.
+  - azureml-sdk[automl,explain]
-  - azureml-sdk[automl,explain]
+  - azureml-widgets
-  - azureml-widgets
+  - pandas_ml
-  - pandas_ml
+  
-  

how-to-use-azureml/automated-machine-learning/automl_env_mac.yml

@@ -1,23 +0,0 @@
-name: azure_automl
-dependencies:
-  # The python interpreter version.
-  # Currently Azure ML only supports 3.5.2 and later.
-- python>=3.5.2,<3.6.8
-- nb_conda
-- matplotlib==2.1.0
-- numpy>=1.15.3
-- cython
-- urllib3<1.24
-- scipy>=1.0.0,<=1.1.0
-- scikit-learn>=0.18.0,<=0.19.1
-- pandas>=0.22.0,<0.23.0
-- tensorflow>=1.12.0
-- py-xgboost<=0.80
-
-- pip:
-  # Required packages for AzureML execution, history, and data preparation.
-  - azureml-sdk[automl,explain]
-  - azureml-widgets
-  - pandas_ml
-  
-

how-to-use-azureml/automated-machine-learning/automl_setup.cmd

@@ -1,51 +1,51 @@
-@echo off
+@echo off
-set conda_env_name=%1
+set conda_env_name=%1
-set automl_env_file=%2
+set automl_env_file=%2
-set options=%3
+set options=%3
-set PIP_NO_WARN_SCRIPT_LOCATION=0
+set PIP_NO_WARN_SCRIPT_LOCATION=0
-
+
-IF "%conda_env_name%"=="" SET conda_env_name="azure_automl"
+IF "%conda_env_name%"=="" SET conda_env_name="azure_automl"
-IF "%automl_env_file%"=="" SET automl_env_file="automl_env.yml"
+IF "%automl_env_file%"=="" SET automl_env_file="automl_env.yml"
-
+
-IF NOT EXIST %automl_env_file% GOTO YmlMissing
+IF NOT EXIST %automl_env_file% GOTO YmlMissing
-
+
-call conda activate %conda_env_name% 2>nul:
+call conda activate %conda_env_name% 2>nul:
-
+
-if not errorlevel 1 (
+if not errorlevel 1 (
-  echo Upgrading azureml-sdk[automl,notebooks,explain] in existing conda environment %conda_env_name%
+  echo Upgrading azureml-sdk[automl,notebooks,explain] in existing conda environment %conda_env_name%
-  call pip install --upgrade azureml-sdk[automl,notebooks,explain]
+  call pip install --upgrade azureml-sdk[automl,notebooks,explain]
-  if errorlevel 1 goto ErrorExit
+  if errorlevel 1 goto ErrorExit
-) else (
+) else (
-  call conda env create -f %automl_env_file% -n %conda_env_name%
+  call conda env create -f %automl_env_file% -n %conda_env_name%
-)
+)
-
+
-call conda activate %conda_env_name% 2>nul:
+call conda activate %conda_env_name% 2>nul:
-if errorlevel 1 goto ErrorExit
+if errorlevel 1 goto ErrorExit
-
+
-call python -m ipykernel install --user --name %conda_env_name% --display-name "Python (%conda_env_name%)"
+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 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.
+REM Removing the old user install so that the notebooks will use the latest widget.
-call jupyter nbextension uninstall --user --py azureml.widgets
+call jupyter nbextension uninstall --user --py azureml.widgets
-
+
-echo.
+echo.
-echo.
+echo.
-echo ***************************************
+echo ***************************************
-echo * AutoML setup completed successfully *
+echo * AutoML setup completed successfully *
-echo ***************************************
+echo ***************************************
-IF NOT "%options%"=="nolaunch" (
+IF NOT "%options%"=="nolaunch" (
-  echo.
+  echo.
-  echo Starting jupyter notebook - please run the configuration notebook 
+  echo Starting jupyter notebook - please run the configuration notebook 
-  echo.
+  echo.
-  jupyter notebook --log-level=50 --notebook-dir='..\..'
+  jupyter notebook --log-level=50 --notebook-dir='..\..'
-)
+)
-
+
-goto End
+goto End
-
+
-:YmlMissing
+:YmlMissing
-echo File %automl_env_file% not found.
+echo File %automl_env_file% not found.
-
+
-:ErrorExit
+:ErrorExit
-echo Install failed
+echo Install failed
-
+
 :End

how-to-use-azureml/automated-machine-learning/automl_setup_mac.sh

@@ -12,7 +12,7 @@ fi
 
 if [ "$AUTOML_ENV_FILE" == "" ]
 then
-  AUTOML_ENV_FILE="automl_env_mac.yml"
+  AUTOML_ENV_FILE="automl_env.yml"
 fi
 
 if [ ! -f $AUTOML_ENV_FILE ]; then
@@ -31,7 +31,6 @@ else
    conda install lightgbm -c conda-forge -y &&
    python -m ipykernel install --user --name $CONDA_ENV_NAME --display-name "Python ($CONDA_ENV_NAME)" &&
    jupyter nbextension uninstall --user --py azureml.widgets &&
-   pip install numpy==1.15.3 &&
    echo "" &&
    echo "" &&
    echo "***************************************" &&