update samples from Release-166 as a part of 1.49.0 SDK stable release

Author: amlrelsa-ms

configuration.ipynb

@@ -103,7 +103,7 @@
       "source": [
         "import azureml.core\n",
         "\n",
-        "print(\"This notebook was created using version 1.48.0 of the Azure ML SDK\")\n",
+        "print(\"This notebook was created using version 1.49.0 of the Azure ML SDK\")\n",
         "print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")"
       ]
     },

contrib/fairness/fairlearn-azureml-mitigation.yml

@@ -6,7 +6,8 @@ dependencies:
   - fairlearn>=0.6.2
   - joblib
   - liac-arff
-  - raiwidgets~=0.23.0
+  - raiwidgets~=0.24.0
   - itsdangerous==2.0.1
   - markupsafe<2.1.0
   - protobuf==3.20.0
+  - numpy<1.24.0

contrib/fairness/upload-fairness-dashboard.yml

@@ -6,7 +6,8 @@ dependencies:
   - fairlearn>=0.6.2
   - joblib
   - liac-arff
-  - raiwidgets~=0.23.0
+  - raiwidgets~=0.24.0
   - itsdangerous==2.0.1
   - markupsafe<2.1.0
   - protobuf==3.20.0
+  - numpy<1.24.0

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

@@ -8,13 +8,17 @@ dependencies:
   # Azure ML only supports 3.7.0 and later.
 - pip==22.3.1
 - python>=3.7,<3.9
+- conda-forge::fbprophet==0.7.1
+- pandas==1.1.5
+- scipy==1.5.3
+- Cython==0.29.14
 
 - pip:
   # Required packages for AzureML execution, history, and data preparation.
-  - azureml-widgets~=1.48.0
-  - azureml-defaults~=1.48.0
-  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.48.0/validated_win32_requirements.txt [--no-deps]
+  - azureml-widgets~=1.49.0
+  - azureml-defaults~=1.49.0
+  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.49.0/validated_win32_requirements.txt [--no-deps]
   - matplotlib==3.6.2
   - xgboost==1.3.3
-  - arch==4.14
-  - mlflow-skinny==1.30.0
+  - cmdstanpy==0.9.5
+  - setuptools-git==1.2

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

@@ -6,7 +6,7 @@ channels:
 dependencies:
   # The python interpreter version.
   # Azure ML only supports 3.7 and later.
-- pip==20.1.1
+- pip==22.3.1
 - python>=3.7,<3.9
 - matplotlib==3.2.1
 - numpy>=1.21.6,<=1.22.3
@@ -20,16 +20,13 @@ dependencies:
 - pytorch::pytorch=1.11.0
 - cudatoolkit=10.1.243
 - notebook
-- jinja2<=2.11.2
-- markupsafe<2.1.0
 
 - pip:
   # Required packages for AzureML execution, history, and data preparation.
-  - azureml-widgets~=1.48.0
-  - azureml-defaults~=1.48.0
+  - azureml-widgets~=1.49.0
+  - azureml-defaults~=1.49.0
   - pytorch-transformers==1.0.0
   - spacy==2.2.4
   - pystan==2.19.1.1
   - https://aka.ms/automl-resources/packages/en_core_web_sm-2.1.0.tar.gz
-  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.48.0/validated_linux_requirements.txt [--no-deps]
-  - arch==4.14
+  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.49.0/validated_linux_requirements.txt [--no-deps]

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

@@ -6,7 +6,7 @@ channels:
 dependencies:
   # The python interpreter version.
   # Currently Azure ML only supports 3.7 and later.
-- pip==20.1.1
+- pip==22.3.1
 - python>=3.7,<3.9
 - matplotlib==3.2.1
 - numpy>=1.21.6,<=1.22.3
@@ -20,16 +20,13 @@ dependencies:
 - pytorch::pytorch=1.11.0
 - cudatoolkit=9.0
 - notebook
-- jinja2<=2.11.2
-- markupsafe<2.1.0
 
 - pip:
   # Required packages for AzureML execution, history, and data preparation.
-  - azureml-widgets~=1.48.0
-  - azureml-defaults~=1.48.0
+  - azureml-widgets~=1.49.0
+  - azureml-defaults~=1.49.0
   - pytorch-transformers==1.0.0
   - spacy==2.2.4
   - pystan==2.19.1.1
   - https://aka.ms/automl-resources/packages/en_core_web_sm-2.1.0.tar.gz
-  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.48.0/validated_darwin_requirements.txt [--no-deps]
-  - arch==4.14
+  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.49.0/validated_darwin_requirements.txt [--no-deps]

how-to-use-azureml/automated-machine-learning/experimental/autofeaturization-codegen/codegen-for-autofeaturization.ipynb

@@ -97,7 +97,7 @@
       "metadata": {},
       "outputs": [],
       "source": [
-        "print(\"This notebook was created using version 1.48.0 of the Azure ML SDK\")\n",
+        "print(\"This notebook was created using version 1.49.0 of the Azure ML SDK\")\n",
         "print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")"
       ]
     },

how-to-use-azureml/automated-machine-learning/experimental/autofeaturization-custom-model-training/custom-model-training-from-autofeaturization-run.ipynb

@@ -97,7 +97,7 @@
       "metadata": {},
       "outputs": [],
       "source": [
-        "print(\"This notebook was created using version 1.48.0 of the Azure ML SDK\")\n",
+        "print(\"This notebook was created using version 1.49.0 of the Azure ML SDK\")\n",
         "print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")"
       ]
     },

how-to-use-azureml/automated-machine-learning/experimental/automl_thin_client_env.yml

@@ -3,7 +3,7 @@ dependencies:
   # The python interpreter version.
   # Currently Azure ML only supports 3.7.0 and later.
 - pip<=22.3.1
-- python>=3.7.0,<3.10
+- python>=3.7.0,<3.11
 
 - pip:
   # Required packages for AzureML execution, history, and data preparation.

how-to-use-azureml/automated-machine-learning/experimental/automl_thin_client_env_mac.yml

@@ -4,10 +4,10 @@ channels:
   - main
 dependencies:
   # The python interpreter version.
-  # Currently Azure ML only supports 3.6.0 and later.
+  # Currently Azure ML only supports 3.7.0 and later.
 - pip<=20.2.4
 - nomkl
-- python>=3.6.0,<3.10
+- python>=3.7.0,<3.11
 - urllib3==1.26.7
 - PyJWT < 2.0.0
 - numpy>=1.21.6,<=1.22.3