Updated automl regression notebook to work with the latest matplotlib (…

…Azure#1901)

* Updated automl regression notebook to work with the latest matplotlib

* Updated generate_workflows.py based on move to v1 folder

* Updated automl_env files for SDK 1.47.0

.github/workflows/python-sdk-tutorial-auto-ml-classification-bank-marketing-all-features.yml

@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/classification-bank-marketing-all-features
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-classification-bank-marketing-all-features.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/classification-bank-marketing-all-features \
                 --check warning
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-classification-bank-marketing-all-features.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/classification-bank-marketing-all-features \
                 --experiment_name automl-classification-bmarketing-all \

.github/workflows/python-sdk-tutorial-auto-ml-classification-credit-card-fraud-local.yml

@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/local-run-classification-credit-card-fraud
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-classification-credit-card-fraud-local.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/local-run-classification-credit-card-fraud \
                 --check warning stderr
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-classification-credit-card-fraud-local.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/local-run-classification-credit-card-fraud \
                 --experiment_name automl-classification-ccard-local \

.github/workflows/python-sdk-tutorial-auto-ml-classification-credit-card-fraud.yml

@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/classification-credit-card-fraud
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-classification-credit-card-fraud.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/classification-credit-card-fraud \
                 --check warning stderr
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-classification-credit-card-fraud.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/classification-credit-card-fraud \
                 --experiment_name automl-classification-ccard-remote \

.github/workflows/python-sdk-tutorial-auto-ml-classification-text-dnn.yml

@@ -58,21 +58,21 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/classification-text-dnn
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-classification-text-dnn.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/classification-text-dnn \
                 --check warning stderr
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-classification-text-dnn.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/classification-text-dnn \
                 --experiment_name automl-classification-text-dnn \
                 --minimum_median_score 0.3 \
                 --metric_name accuracy
     - name: check cell output
       run: |
-         python scripts/validation/check_cell_output.py \
+         python v1/scripts/validation/check_cell_output.py \
                 --file_name auto-ml-classification-text-dnn.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/classification-text-dnn \
                 --cell_source \

.github/workflows/python-sdk-tutorial-auto-ml-continuous-retraining.yml

@@ -58,7 +58,7 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/continuous-retraining
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-continuous-retraining.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/continuous-retraining \
                 --check warning

.github/workflows/python-sdk-tutorial-auto-ml-forecasting-bike-share.yml

@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/forecasting-bike-share
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-forecasting-bike-share.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-bike-share \
                 --check warning
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-forecasting-bike-share.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-bike-share \
                 --experiment_name automl-bikeshareforecasting \

.github/workflows/python-sdk-tutorial-auto-ml-forecasting-energy-demand.yml

@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/forecasting-energy-demand
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-forecasting-energy-demand.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-energy-demand \
                 --check warning stderr
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-forecasting-energy-demand.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-energy-demand \
                 --experiment_name automl-forecasting-energydemand \

.github/workflows/python-sdk-tutorial-auto-ml-forecasting-function.yml

@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/forecasting-forecast-function
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-forecasting-function.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-forecast-function \
                 --check warning stderr
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-forecasting-function.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-forecast-function \
                 --experiment_name automl-forecast-function-demo \

.github/workflows/python-sdk-tutorial-auto-ml-forecasting-hierarchical-timeseries.yml

@@ -61,13 +61,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/forecasting-hierarchical-timeseries
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-forecasting-hierarchical-timeseries.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-hierarchical-timeseries \
                 --check warning
     - name: check timeseries
       run: |
-         python scripts/validation/check_timeseries.py \
+         python v1/scripts/validation/check_timeseries.py \
                 --file_name auto-ml-forecasting-hierarchical-timeseries.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-hierarchical-timeseries \
                 --experiment_name automl-hts

.github/workflows/python-sdk-tutorial-auto-ml-forecasting-orange-juice-sales.yml

@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/forecasting-orange-juice-sales
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-forecasting-orange-juice-sales.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-orange-juice-sales \
                 --check warning stderr
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-forecasting-orange-juice-sales.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-orange-juice-sales \
                 --experiment_name automl-ojforecasting \

.github/workflows/python-sdk-tutorial-auto-ml-forecasting-pipelines.yml

@@ -58,7 +58,7 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/forecasting-pipelines
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-forecasting-pipelines.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-pipelines \
                 --check stderr

.github/workflows/python-sdk-tutorial-auto-ml-forecasting-univariate-recipe-experiment-settings.yml

@@ -58,7 +58,7 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/forecasting-recipes-univariate
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-forecasting-univariate-recipe-experiment-settings.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-recipes-univariate \
                 --check warning

.github/workflows/python-sdk-tutorial-auto-ml-forecasting-univariate-recipe-run-experiment.yml

@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/forecasting-recipes-univariate
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-forecasting-univariate-recipe-run-experiment.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-recipes-univariate \
                 --check warning stderr
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-forecasting-univariate-recipe-run-experiment.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-recipes-univariate \
                 --experiment_name alcohol_diff-True_lags-None_STL-None \

.github/workflows/python-sdk-tutorial-auto-ml-regression.yml

@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/regression
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-regression.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/regression \
                 --check warning stderr
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-regression.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/regression \
                 --experiment_name automl-regression \

v1/python-sdk/tutorials/automl-with-azureml/automl_env.yml

@@ -10,26 +10,27 @@ dependencies:
 - python>=3.6,<3.9
 - matplotlib==3.2.1
 - py-xgboost==1.3.3
-- pytorch::pytorch=1.4.0
+- pytorch::pytorch=1.11.0
 - conda-forge::fbprophet==0.7.1
 - cudatoolkit=10.1.243
 - scipy==1.5.3
 - notebook
-- pywin32==227
 - PySocks==1.7.1
 - conda-forge::pyqt==5.12.3
 - jinja2<=2.11.2
 - markupsafe<2.1.0
-- tqdm==4.64.0
+- tqdm==4.64.1
+- jsonschema==4.16.0
+- websocket-client==1.4.1
 
 - pip:
   # Required packages for AzureML execution, history, and data preparation.
-  - azureml-widgets~=1.45.0
-  - azureml-defaults~=1.45.0
+  - azureml-widgets~=1.47.0
+  - azureml-defaults~=1.47.0
   - 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/1.45.0/validated_win32_requirements.txt [--no-deps]
+  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.47.0/validated_win32_requirements.txt [--no-deps]
   - arch==4.14
   - wasabi==0.9.1

v1/python-sdk/tutorials/automl-with-azureml/automl_env_linux.yml

@@ -6,10 +6,8 @@ channels:
 dependencies:
   # The python interpreter version.
   # Currently Azure ML only supports 3.6.0 and later.
-- pip==20.2.4
+- pip==20.1.1
 - python>=3.6,<3.9
-- boto3==1.20.19
-- botocore<=1.23.19
 - matplotlib==3.2.1
 - numpy>=1.21.6,<=1.22.3
 - cython==0.29.14
@@ -19,18 +17,19 @@ dependencies:
 - py-xgboost<=1.3.3
 - holidays==0.10.3
 - conda-forge::fbprophet==0.7.1
-- pytorch::pytorch=1.4.0
+- 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~=1.45.0
-  - azureml-defaults~=1.45.0
+  - azureml-widgets~=1.47.0
+  - azureml-defaults~=1.47.0
   - 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/1.45.0/validated_linux_requirements.txt [--no-deps]
+  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.47.0/validated_linux_requirements.txt [--no-deps]
   - arch==4.14

v1/python-sdk/tutorials/automl-with-azureml/automl_env_mac.yml

@@ -6,11 +6,8 @@ channels:
 dependencies:
   # The python interpreter version.
   # Currently Azure ML only supports 3.6.0 and later.
-- pip==20.2.4
-- nomkl
+- pip==20.1.1
 - python>=3.6,<3.9
-- boto3==1.20.19
-- botocore<=1.23.19
 - matplotlib==3.2.1
 - numpy>=1.21.6,<=1.22.3
 - cython==0.29.14
@@ -20,18 +17,19 @@ dependencies:
 - py-xgboost<=1.3.3
 - holidays==0.10.3
 - conda-forge::fbprophet==0.7.1
-- pytorch::pytorch=1.4.0
+- 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~=1.45.0
-  - azureml-defaults~=1.45.0
+  - azureml-widgets~=1.47.0
+  - azureml-defaults~=1.47.0
   - 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/1.45.0/validated_darwin_requirements.txt [--no-deps]
+  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.47.0/validated_darwin_requirements.txt [--no-deps]
   - arch==4.14