From 8a34b52190bc2c039325ecfe20d45faaff55a953 Mon Sep 17 00:00:00 2001
From: nick863 <30440255+nick863@users.noreply.github.com>
Date: Thu, 17 Aug 2023 16:30:41 -0700
Subject: [PATCH] Fix multilabel notebook to work with the new scikit-learn
 (#2563)

* Fix notebook

* Fix notbook gate

* Fix notebook runs

* Fix workspaces

* Fix multiclass/multilabel runs.
---
 .../workflows/python-sdk-tutorial-automl-nlp-multiclass.yml | 6 +++---
 .../workflows/python-sdk-tutorial-automl-nlp-multilabel.yml | 6 +++---
 .../automl-nlp-multiclass/update_env.yml                    | 6 ++----
 .../automl-nlp-text-classification-multilabel.ipynb         | 2 +-
 .../automl-nlp-multilabel/update_env.yml                    | 6 ++----
 5 files changed, 11 insertions(+), 15 deletions(-)

diff --git a/.github/workflows/python-sdk-tutorial-automl-nlp-multiclass.yml b/.github/workflows/python-sdk-tutorial-automl-nlp-multiclass.yml
index 78d3555936..82add38b20 100644
--- a/.github/workflows/python-sdk-tutorial-automl-nlp-multiclass.yml
+++ b/.github/workflows/python-sdk-tutorial-automl-nlp-multiclass.yml
@@ -11,7 +11,7 @@ on:
       - .github/workflows/python-sdk-tutorial-automl-nlp-multiclass.yml
 jobs:
   build:
-    runs-on: ubuntu-latest
+    runs-on: ${{vars.V1_UBUNTU_RUNNER}}
     defaults:
       run:
         shell: bash -l {0}
@@ -46,14 +46,14 @@ jobs:
     - name: azure login
       uses: azure/login@v1
       with:
-        creds: ${{secrets.AZ_AE_CREDS}}
+        creds: ${{secrets.AZUREML_CREDENTIALS}}
     - name: Run update-azure-extensions
       run: |
          chmod +x ./v1/scripts/update-azure-extensions.sh
          ./v1/scripts/update-azure-extensions.sh
       shell: bash
     - name: attach to workspace
-      run: az ml folder attach -w main-python-sdk -g azureml-examples-rg
+      run: az ml folder attach -w main -g azureml-examples
     - name: run automl-nlp-text-classification-multiclass.ipynb
       run: papermill -k python automl-nlp-text-classification-multiclass.ipynb automl-nlp-text-classification-multiclass.output.ipynb
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/automl-nlp-multiclass/
diff --git a/.github/workflows/python-sdk-tutorial-automl-nlp-multilabel.yml b/.github/workflows/python-sdk-tutorial-automl-nlp-multilabel.yml
index b76c5f7b4d..b45f2379ff 100644
--- a/.github/workflows/python-sdk-tutorial-automl-nlp-multilabel.yml
+++ b/.github/workflows/python-sdk-tutorial-automl-nlp-multilabel.yml
@@ -11,7 +11,7 @@ on:
       - .github/workflows/python-sdk-tutorial-automl-nlp-multilabel.yml
 jobs:
   build:
-    runs-on: ubuntu-latest
+    runs-on: ${{vars.V1_UBUNTU_RUNNER}}
     defaults:
       run:
         shell: bash -l {0}
@@ -46,14 +46,14 @@ jobs:
     - name: azure login
       uses: azure/login@v1
       with:
-        creds: ${{secrets.AZ_AE_CREDS}}
+        creds: ${{secrets.AZUREML_CREDENTIALS}}
     - name: Run update-azure-extensions
       run: |
          chmod +x ./v1/scripts/update-azure-extensions.sh
          ./v1/scripts/update-azure-extensions.sh
       shell: bash
     - name: attach to workspace
-      run: az ml folder attach -w main-python-sdk -g azureml-examples-rg
+      run: az ml folder attach -w main -g azureml-examples
     - name: run automl-nlp-text-classification-multilabel.ipynb
       run: papermill -k python automl-nlp-text-classification-multilabel.ipynb automl-nlp-text-classification-multilabel.output.ipynb
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/automl-nlp-multilabel/
diff --git a/v1/python-sdk/tutorials/automl-with-azureml/automl-nlp-multiclass/update_env.yml b/v1/python-sdk/tutorials/automl-with-azureml/automl-nlp-multiclass/update_env.yml
index 79fe2c8733..7e39f8f792 100644
--- a/v1/python-sdk/tutorials/automl-with-azureml/automl-nlp-multiclass/update_env.yml
+++ b/v1/python-sdk/tutorials/automl-with-azureml/automl-nlp-multiclass/update_env.yml
@@ -1,7 +1,5 @@
 dependencies:
-- pytorch==1.7.1
-- numpy==1.18.5
-- pandas~=1.1.5
+- pytorch==1.12.0
 
 - pip:
-  - azureml-automl-dnn-nlp==1.39.0
\ No newline at end of file
+  - azureml-automl-dnn-nlp==1.52.0
\ No newline at end of file
diff --git a/v1/python-sdk/tutorials/automl-with-azureml/automl-nlp-multilabel/automl-nlp-text-classification-multilabel.ipynb b/v1/python-sdk/tutorials/automl-with-azureml/automl-nlp-multilabel/automl-nlp-text-classification-multilabel.ipynb
index 2ad0883cc4..9e9e184b98 100644
--- a/v1/python-sdk/tutorials/automl-with-azureml/automl-nlp-multilabel/automl-nlp-text-classification-multilabel.ipynb
+++ b/v1/python-sdk/tutorials/automl-with-azureml/automl-nlp-multilabel/automl-nlp-text-classification-multilabel.ipynb
@@ -578,7 +578,7 @@
     "                y_true.append(label_set[ind] if label else \"\")\n",
     "                y_pred.append(label_set[ind] if predict_positive else \"\")\n",
     "\n",
-    "    print(classification_report(y_true, y_pred, label_set))"
+    "    print(classification_report(y_true=y_true, y_pred=y_pred, labels=label_set))"
    ]
   },
   {
diff --git a/v1/python-sdk/tutorials/automl-with-azureml/automl-nlp-multilabel/update_env.yml b/v1/python-sdk/tutorials/automl-with-azureml/automl-nlp-multilabel/update_env.yml
index 79fe2c8733..7e39f8f792 100644
--- a/v1/python-sdk/tutorials/automl-with-azureml/automl-nlp-multilabel/update_env.yml
+++ b/v1/python-sdk/tutorials/automl-with-azureml/automl-nlp-multilabel/update_env.yml
@@ -1,7 +1,5 @@
 dependencies:
-- pytorch==1.7.1
-- numpy==1.18.5
-- pandas~=1.1.5
+- pytorch==1.12.0
 
 - pip:
-  - azureml-automl-dnn-nlp==1.39.0
\ No newline at end of file
+  - azureml-automl-dnn-nlp==1.52.0
\ No newline at end of file