diff --git a/configuration.ipynb b/configuration.ipynb index af1aa148..022db8a5 100644 --- a/configuration.ipynb +++ b/configuration.ipynb @@ -103,7 +103,7 @@ "source": [ "import azureml.core\n", "\n", - "print(\"This notebook was created using version 1.44.0 of the Azure ML SDK\")\n", + "print(\"This notebook was created using version 1.45.0 of the Azure ML SDK\")\n", "print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")" ] }, diff --git a/contrib/fairness/fairlearn-azureml-mitigation.yml b/contrib/fairness/fairlearn-azureml-mitigation.yml index f2030630..9e7198f1 100644 --- a/contrib/fairness/fairlearn-azureml-mitigation.yml +++ b/contrib/fairness/fairlearn-azureml-mitigation.yml @@ -6,7 +6,7 @@ dependencies: - fairlearn>=0.6.2 - joblib - liac-arff - - raiwidgets~=0.19.0 + - raiwidgets~=0.21.0 - itsdangerous==2.0.1 - markupsafe<2.1.0 - protobuf==3.20.0 diff --git a/contrib/fairness/upload-fairness-dashboard.yml b/contrib/fairness/upload-fairness-dashboard.yml index b13d5f24..713f941e 100644 --- a/contrib/fairness/upload-fairness-dashboard.yml +++ b/contrib/fairness/upload-fairness-dashboard.yml @@ -6,7 +6,7 @@ dependencies: - fairlearn>=0.6.2 - joblib - liac-arff - - raiwidgets~=0.19.0 + - raiwidgets~=0.21.0 - itsdangerous==2.0.1 - markupsafe<2.1.0 - protobuf==3.20.0 diff --git a/how-to-use-azureml/automated-machine-learning/automl_env.yml b/how-to-use-azureml/automated-machine-learning/automl_env.yml index 7e209906..4d025231 100644 --- a/how-to-use-azureml/automated-machine-learning/automl_env.yml +++ b/how-to-use-azureml/automated-machine-learning/automl_env.yml @@ -18,16 +18,17 @@ dependencies: - pywin32==227 - PySocks==1.7.1 - conda-forge::pyqt==5.12.3 -- jsonschema==4.9.1 -- Pygments==2.12.0 +- jinja2<=2.11.2 +- markupsafe<2.1.0 - pip: # Required packages for AzureML execution, history, and data preparation. - - azureml-widgets~=1.44.0 + - azureml-widgets~=1.45.0 + - azureml-defaults~=1.45.0 - 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/1.44.0/validated_win32_requirements.txt [--no-deps] + - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.45.0/validated_win32_requirements.txt [--no-deps] - arch==4.14 - wasabi==0.9.1 diff --git a/how-to-use-azureml/automated-machine-learning/automl_env_linux.yml b/how-to-use-azureml/automated-machine-learning/automl_env_linux.yml index 7544fc54..8b2b1b45 100644 --- a/how-to-use-azureml/automated-machine-learning/automl_env_linux.yml +++ b/how-to-use-azureml/automated-machine-learning/automl_env_linux.yml @@ -21,13 +21,16 @@ dependencies: - conda-forge::fbprophet==0.7.1 - pytorch::pytorch=1.4.0 - cudatoolkit=10.1.243 +- jinja2<=2.11.2 +- markupsafe<2.1.0 - pip: # Required packages for AzureML execution, history, and data preparation. - - azureml-widgets~=1.44.0 + - azureml-widgets~=1.45.0 + - azureml-defaults~=1.45.0 - 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/1.44.0/validated_linux_requirements.txt [--no-deps] + - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.45.0/validated_linux_requirements.txt [--no-deps] - arch==4.14 diff --git a/how-to-use-azureml/automated-machine-learning/automl_env_mac.yml b/how-to-use-azureml/automated-machine-learning/automl_env_mac.yml index 3ac45911..83c4d151 100644 --- a/how-to-use-azureml/automated-machine-learning/automl_env_mac.yml +++ b/how-to-use-azureml/automated-machine-learning/automl_env_mac.yml @@ -22,13 +22,16 @@ dependencies: - conda-forge::fbprophet==0.7.1 - pytorch::pytorch=1.4.0 - cudatoolkit=9.0 +- jinja2<=2.11.2 +- markupsafe<2.1.0 - pip: # Required packages for AzureML execution, history, and data preparation. - - azureml-widgets~=1.44.0 + - azureml-widgets~=1.45.0 + - azureml-defaults~=1.45.0 - 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/1.44.0/validated_darwin_requirements.txt [--no-deps] + - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.45.0/validated_darwin_requirements.txt [--no-deps] - arch==4.14 diff --git a/how-to-use-azureml/automated-machine-learning/experimental/autofeaturization-codegen/codegen-for-autofeaturization.ipynb b/how-to-use-azureml/automated-machine-learning/experimental/autofeaturization-codegen/codegen-for-autofeaturization.ipynb index b3d1494f..dd90ef9e 100644 --- a/how-to-use-azureml/automated-machine-learning/experimental/autofeaturization-codegen/codegen-for-autofeaturization.ipynb +++ b/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 1.44.0 of the Azure ML SDK\")\n", + "print(\"This notebook was created using version 1.45.0 of the Azure ML SDK\")\n", "print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")" ] }, diff --git a/how-to-use-azureml/automated-machine-learning/experimental/autofeaturization-custom-model-training/custom-model-training-from-autofeaturization-run.ipynb b/how-to-use-azureml/automated-machine-learning/experimental/autofeaturization-custom-model-training/custom-model-training-from-autofeaturization-run.ipynb index 2e3548b5..6c97d076 100644 --- a/how-to-use-azureml/automated-machine-learning/experimental/autofeaturization-custom-model-training/custom-model-training-from-autofeaturization-run.ipynb +++ b/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 1.44.0 of the Azure ML SDK\")\n", + "print(\"This notebook was created using version 1.45.0 of the Azure ML SDK\")\n", "print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")" ] }, diff --git a/how-to-use-azureml/automated-machine-learning/experimental/automl_thin_client_env.yml b/how-to-use-azureml/automated-machine-learning/experimental/automl_thin_client_env.yml index 4a9e9c78..879a8782 100644 --- a/how-to-use-azureml/automated-machine-learning/experimental/automl_thin_client_env.yml +++ b/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 3.6.0 and later. - pip<=20.2.4 -- python>=3.6.0,<3.9 +- python>=3.6.0,<3.10 - cython==0.29.14 - urllib3==1.26.7 - PyJWT < 2.0.0 @@ -18,4 +18,6 @@ dependencies: - azureml-defaults - azureml-sdk - azureml-widgets + - azureml-mlflow - pandas + - mlflow diff --git a/how-to-use-azureml/automated-machine-learning/experimental/automl_thin_client_env_mac.yml b/how-to-use-azureml/automated-machine-learning/experimental/automl_thin_client_env_mac.yml index ddb8fc0f..db36611b 100644 --- a/how-to-use-azureml/automated-machine-learning/experimental/automl_thin_client_env_mac.yml +++ b/how-to-use-azureml/automated-machine-learning/experimental/automl_thin_client_env_mac.yml @@ -7,7 +7,7 @@ dependencies: # Currently Azure ML only supports 3.6.0 and later. - pip<=20.2.4 - nomkl -- python>=3.6.0,<3.9 +- python>=3.6.0,<3.10 - urllib3==1.26.7 - PyJWT < 2.0.0 - numpy>=1.21.6,<=1.22.3 @@ -20,4 +20,6 @@ dependencies: - azureml-defaults - azureml-sdk - azureml-widgets + - azureml-mlflow - pandas + - mlflow diff --git a/how-to-use-azureml/automated-machine-learning/experimental/classification-credit-card-fraud-local-managed/auto-ml-classification-credit-card-fraud-local-managed.ipynb b/how-to-use-azureml/automated-machine-learning/experimental/classification-credit-card-fraud-local-managed/auto-ml-classification-credit-card-fraud-local-managed.ipynb index 3d6c5cbc..58fe9c3a 100644 --- a/how-to-use-azureml/automated-machine-learning/experimental/classification-credit-card-fraud-local-managed/auto-ml-classification-credit-card-fraud-local-managed.ipynb +++ b/how-to-use-azureml/automated-machine-learning/experimental/classification-credit-card-fraud-local-managed/auto-ml-classification-credit-card-fraud-local-managed.ipynb @@ -92,7 +92,7 @@ "metadata": {}, "outputs": [], "source": [ - "print(\"This notebook was created using version 1.44.0 of the Azure ML SDK\")\n", + "print(\"This notebook was created using version 1.45.0 of the Azure ML SDK\")\n", "print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")" ] }, diff --git a/how-to-use-azureml/automated-machine-learning/experimental/regression-model-proxy/auto-ml-regression-model-proxy.ipynb b/how-to-use-azureml/automated-machine-learning/experimental/regression-model-proxy/auto-ml-regression-model-proxy.ipynb index a2c2fc99..4bb84353 100644 --- a/how-to-use-azureml/automated-machine-learning/experimental/regression-model-proxy/auto-ml-regression-model-proxy.ipynb +++ b/how-to-use-azureml/automated-machine-learning/experimental/regression-model-proxy/auto-ml-regression-model-proxy.ipynb @@ -91,7 +91,7 @@ "metadata": {}, "outputs": [], "source": [ - "print(\"This notebook was created using version 1.44.0 of the Azure ML SDK\")\n", + "print(\"This notebook was created using version 1.45.0 of the Azure ML SDK\")\n", "print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")" ] }, diff --git a/how-to-use-azureml/explain-model/azure-integration/gpu-explanation/train-explain-model-gpu-tree-explainer.ipynb b/how-to-use-azureml/explain-model/azure-integration/gpu-explanation/train-explain-model-gpu-tree-explainer.ipynb index 6f4da7e9..5f10d3af 100644 --- a/how-to-use-azureml/explain-model/azure-integration/gpu-explanation/train-explain-model-gpu-tree-explainer.ipynb +++ b/how-to-use-azureml/explain-model/azure-integration/gpu-explanation/train-explain-model-gpu-tree-explainer.ipynb @@ -106,7 +106,7 @@ "metadata": {}, "outputs": [], "source": [ - "print(\"This notebook was created using version 1.44.0 of the Azure ML SDK\")\n", + "print(\"This notebook was created using version 1.45.0 of the Azure ML SDK\")\n", "print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")" ] }, @@ -237,12 +237,16 @@ "import pkg_resources\n", "available_packages = pkg_resources.working_set\n", "pandas_ver = None\n", + "numpy_ver = None\n", "for dist in list(available_packages):\n", " if dist.key == 'pandas':\n", " pandas_ver = dist.version\n", "pandas_dep = 'pandas'\n", + "numpy_dep = 'numpy'\n", "if pandas_ver:\n", " pandas_dep = 'pandas=={}'.format(pandas_ver)\n", + "if numpy_ver:\n", + " numpy_dep = 'numpy=={}'.format(numpy_ver)\n", "\n", "# Note: we build shap at commit 690245 for Tesla K80 GPUs\n", "env.docker.base_dockerfile = f\"\"\"\n", @@ -282,7 +286,7 @@ "pip uninstall -y xgboost && \\\n", "conda install py-xgboost==1.3.3 && \\\n", "pip uninstall -y numpy && \\\n", - "conda install numpy==1.20.3 \\\n", + "conda install {numpy_dep} \\\n", "\"\"\"\n", "\n", "env.python.user_managed_dependencies = True\n", diff --git a/how-to-use-azureml/explain-model/azure-integration/gpu-explanation/train-explain-model-gpu-tree-explainer.yml b/how-to-use-azureml/explain-model/azure-integration/gpu-explanation/train-explain-model-gpu-tree-explainer.yml index 69de4aa5..d3a5aad9 100644 --- a/how-to-use-azureml/explain-model/azure-integration/gpu-explanation/train-explain-model-gpu-tree-explainer.yml +++ b/how-to-use-azureml/explain-model/azure-integration/gpu-explanation/train-explain-model-gpu-tree-explainer.yml @@ -11,7 +11,7 @@ dependencies: - ipython - matplotlib - ipywidgets - - raiwidgets~=0.19.0 + - raiwidgets~=0.21.0 - itsdangerous==2.0.1 - markupsafe<2.1.0 - scipy>=1.5.3 diff --git a/how-to-use-azureml/explain-model/azure-integration/remote-explanation/explain-model-on-amlcompute.yml b/how-to-use-azureml/explain-model/azure-integration/remote-explanation/explain-model-on-amlcompute.yml index 4ee30c17..787d6050 100644 --- a/how-to-use-azureml/explain-model/azure-integration/remote-explanation/explain-model-on-amlcompute.yml +++ b/how-to-use-azureml/explain-model/azure-integration/remote-explanation/explain-model-on-amlcompute.yml @@ -11,7 +11,7 @@ dependencies: - matplotlib - azureml-dataset-runtime - ipywidgets - - raiwidgets~=0.19.0 + - raiwidgets~=0.21.0 - itsdangerous==2.0.1 - markupsafe<2.1.0 - scipy>=1.5.3 diff --git a/how-to-use-azureml/explain-model/azure-integration/run-history/save-retrieve-explanations-run-history.yml b/how-to-use-azureml/explain-model/azure-integration/run-history/save-retrieve-explanations-run-history.yml index e09a7d40..03d4d25d 100644 --- a/how-to-use-azureml/explain-model/azure-integration/run-history/save-retrieve-explanations-run-history.yml +++ b/how-to-use-azureml/explain-model/azure-integration/run-history/save-retrieve-explanations-run-history.yml @@ -10,7 +10,7 @@ dependencies: - ipython - matplotlib - ipywidgets - - raiwidgets~=0.19.0 + - raiwidgets~=0.21.0 - packaging>=20.9 - itsdangerous==2.0.1 - markupsafe<2.1.0 diff --git a/how-to-use-azureml/explain-model/azure-integration/scoring-time/train-explain-model-locally-and-deploy.yml b/how-to-use-azureml/explain-model/azure-integration/scoring-time/train-explain-model-locally-and-deploy.yml index 84d7b6a2..66b6487e 100644 --- a/how-to-use-azureml/explain-model/azure-integration/scoring-time/train-explain-model-locally-and-deploy.yml +++ b/how-to-use-azureml/explain-model/azure-integration/scoring-time/train-explain-model-locally-and-deploy.yml @@ -10,7 +10,7 @@ dependencies: - ipython - matplotlib - ipywidgets - - raiwidgets~=0.19.0 + - raiwidgets~=0.21.0 - packaging>=20.9 - itsdangerous==2.0.1 - markupsafe<2.1.0 diff --git a/how-to-use-azureml/explain-model/azure-integration/scoring-time/train-explain-model-on-amlcompute-and-deploy.yml b/how-to-use-azureml/explain-model/azure-integration/scoring-time/train-explain-model-on-amlcompute-and-deploy.yml index a044d4e8..87deb075 100644 --- a/how-to-use-azureml/explain-model/azure-integration/scoring-time/train-explain-model-on-amlcompute-and-deploy.yml +++ b/how-to-use-azureml/explain-model/azure-integration/scoring-time/train-explain-model-on-amlcompute-and-deploy.yml @@ -12,7 +12,7 @@ dependencies: - azureml-dataset-runtime - azureml-core - ipywidgets - - raiwidgets~=0.19.0 + - raiwidgets~=0.21.0 - itsdangerous==2.0.1 - markupsafe<2.1.0 - scipy>=1.5.3 diff --git a/how-to-use-azureml/ml-frameworks/chainer/train-hyperparameter-tune-deploy-with-chainer/chainer_mnist.py b/how-to-use-azureml/ml-frameworks/chainer/train-hyperparameter-tune-deploy-with-chainer/chainer_mnist.py index 59a2f557..b45d05b0 100644 --- a/how-to-use-azureml/ml-frameworks/chainer/train-hyperparameter-tune-deploy-with-chainer/chainer_mnist.py +++ b/how-to-use-azureml/ml-frameworks/chainer/train-hyperparameter-tune-deploy-with-chainer/chainer_mnist.py @@ -4,7 +4,7 @@ import os import numpy as np -from utils import download_mnist +from datautils import download_mnist import chainer from chainer import backend diff --git a/how-to-use-azureml/ml-frameworks/chainer/train-hyperparameter-tune-deploy-with-chainer/chainer_score.py b/how-to-use-azureml/ml-frameworks/chainer/train-hyperparameter-tune-deploy-with-chainer/chainer_score.py index e7bd8854..cd6c38c4 100644 --- a/how-to-use-azureml/ml-frameworks/chainer/train-hyperparameter-tune-deploy-with-chainer/chainer_score.py +++ b/how-to-use-azureml/ml-frameworks/chainer/train-hyperparameter-tune-deploy-with-chainer/chainer_score.py @@ -2,7 +2,7 @@ import numpy as np import os import json -from utils import download_mnist +from datautils import download_mnist from chainer import serializers, using_config, Variable, datasets import chainer.functions as F diff --git a/how-to-use-azureml/ml-frameworks/chainer/train-hyperparameter-tune-deploy-with-chainer/utils.py b/how-to-use-azureml/ml-frameworks/chainer/train-hyperparameter-tune-deploy-with-chainer/datautils.py similarity index 100% rename from how-to-use-azureml/ml-frameworks/chainer/train-hyperparameter-tune-deploy-with-chainer/utils.py rename to how-to-use-azureml/ml-frameworks/chainer/train-hyperparameter-tune-deploy-with-chainer/datautils.py diff --git a/how-to-use-azureml/ml-frameworks/chainer/train-hyperparameter-tune-deploy-with-chainer/train-hyperparameter-tune-deploy-with-chainer.ipynb b/how-to-use-azureml/ml-frameworks/chainer/train-hyperparameter-tune-deploy-with-chainer/train-hyperparameter-tune-deploy-with-chainer.ipynb index 433c5396..f69fab5f 100644 --- a/how-to-use-azureml/ml-frameworks/chainer/train-hyperparameter-tune-deploy-with-chainer/train-hyperparameter-tune-deploy-with-chainer.ipynb +++ b/how-to-use-azureml/ml-frameworks/chainer/train-hyperparameter-tune-deploy-with-chainer/train-hyperparameter-tune-deploy-with-chainer.ipynb @@ -210,7 +210,7 @@ "\n", "shutil.copy('chainer_mnist.py', project_folder)\n", "shutil.copy('chainer_score.py', project_folder)\n", - "shutil.copy('utils.py', project_folder)" + "shutil.copy('datautils.py', project_folder)" ] }, { diff --git a/how-to-use-azureml/ml-frameworks/pytorch/train-hyperparameter-tune-deploy-with-pytorch/train-hyperparameter-tune-deploy-with-pytorch.ipynb b/how-to-use-azureml/ml-frameworks/pytorch/train-hyperparameter-tune-deploy-with-pytorch/train-hyperparameter-tune-deploy-with-pytorch.ipynb index 785b2dd0..b646bae1 100644 --- a/how-to-use-azureml/ml-frameworks/pytorch/train-hyperparameter-tune-deploy-with-pytorch/train-hyperparameter-tune-deploy-with-pytorch.ipynb +++ b/how-to-use-azureml/ml-frameworks/pytorch/train-hyperparameter-tune-deploy-with-pytorch/train-hyperparameter-tune-deploy-with-pytorch.ipynb @@ -283,7 +283,7 @@ "\n", "# Specify a GPU base image\n", "pytorch_env.docker.enabled = True\n", - "pytorch_env.docker.base_image = 'mcr.microsoft.com/azureml/openmpi3.1.2-cuda10.1-cudnn7-ubuntu18.04'" + "pytorch_env.docker.base_image = 'mcr.microsoft.com/azureml/openmpi4.1.0-cuda11.1-cudnn8-ubuntu18.04'" ] }, { diff --git a/how-to-use-azureml/responsible-ai/visualize-upload-loan-decision/rai-loan-decision.yml b/how-to-use-azureml/responsible-ai/visualize-upload-loan-decision/rai-loan-decision.yml index 8eb17519..0f93f3a0 100644 --- a/how-to-use-azureml/responsible-ai/visualize-upload-loan-decision/rai-loan-decision.yml +++ b/how-to-use-azureml/responsible-ai/visualize-upload-loan-decision/rai-loan-decision.yml @@ -8,7 +8,7 @@ dependencies: - matplotlib - azureml-dataset-runtime - ipywidgets - - raiwidgets~=0.19.0 + - raiwidgets~=0.21.0 - liac-arff - packaging>=20.9 - itsdangerous==2.0.1 diff --git a/how-to-use-azureml/track-and-monitor-experiments/logging-api/logging-api.ipynb b/how-to-use-azureml/track-and-monitor-experiments/logging-api/logging-api.ipynb index a6e899f0..e91efe4b 100644 --- a/how-to-use-azureml/track-and-monitor-experiments/logging-api/logging-api.ipynb +++ b/how-to-use-azureml/track-and-monitor-experiments/logging-api/logging-api.ipynb @@ -101,7 +101,7 @@ "\n", "# Check core SDK version number\n", "\n", - "print(\"This notebook was created using SDK version 1.44.0, you are currently running version\", azureml.core.VERSION)" + "print(\"This notebook was created using SDK version 1.45.0, you are currently running version\", azureml.core.VERSION)" ] }, { diff --git a/setup-environment/configuration.ipynb b/setup-environment/configuration.ipynb index 867b253f..785d0958 100644 --- a/setup-environment/configuration.ipynb +++ b/setup-environment/configuration.ipynb @@ -102,7 +102,7 @@ "source": [ "import azureml.core\n", "\n", - "print(\"This notebook was created using version 1.44.0 of the Azure ML SDK\")\n", + "print(\"This notebook was created using version 1.45.0 of the Azure ML SDK\")\n", "print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")" ] },