Add Python 3.10

.github/workflows/ci.yml

@@ -29,12 +29,12 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-latest]
-        python-version: [ '3.7', '3.8', '3.9' ]
-        include: # Run macos and windows tests on python 3.9 only
-          - os: windows-latest
-            python-version:  '3.9'
-          - os: macos-latest
-            python-version:  '3.9'
+        python-version: [ '3.7', '3.8', '3.9', '3.10' ]
+        include: # Run macos and windows tests on only one python version
+          - os: windows-latest 
+            python-version:  '3.9'  # PyTorch doesn't yet have 3.10 support on Windows (https://pytorch.org/get-started/locally/#windows-python) 
+          - os: macos-latest 
+            python-version:  '3.10'
 
     steps:
       - name: Checkout code
@@ -50,7 +50,9 @@ jobs:
           python -m pip install --upgrade pip setuptools wheel
           python -m pip install --upgrade --upgrade-strategy eager -r requirements/dev.txt
           python -m pip install --upgrade --upgrade-strategy eager -e .
-          if [ "$RUNNER_OS" != "Windows" ]; then  # Skip distributed tests on windows for now (Windows support for ray is experimental https://docs.ray.io/en/latest/installation.html#windows-support)
+          if [ "$RUNNER_OS" != "Windows" ] && [ ${{ matrix.python }} < '3.10' ]; then  
+          # Windows support for ray is experimental (https://docs.ray.io/en/latest/installation.html#windows-support)
+          # Python 3.10 is not yet supported (https://github.com/ray-project/ray/blob/master/python/setup.py#L24) 
             python -m pip install --upgrade --upgrade-strategy eager -e .[ray]
           fi
           python -m pip install --upgrade --upgrade-strategy eager -e .[shap]

.github/workflows/test_all_notebooks.yml

@@ -20,12 +20,12 @@ jobs:
       fail-fast: false  # Continue to run other builds despite a failure
       matrix:
         os: [ubuntu-latest]
-        python-version: [ '3.7', '3.8', '3.9' ]
-        include: # Run macos and windows tests on python 3.9 only
+        python-version: [ '3.7', '3.8', '3.9', '3.10' ]
+        include: # Run macos and windows tests on only one python version
           - os: windows-latest 
-            python-version:  '3.9'
+            python-version:  '3.9'  # PyTorch doesn't yet have 3.10 support on Windows (https://pytorch.org/get-started/locally/#windows-python) 
           - os: macos-latest 
-            python-version:  '3.9'
+            python-version:  '3.10'
 
     steps:
       - name: Checkout code
@@ -41,7 +41,9 @@ jobs:
           python -m pip install --upgrade pip setuptools wheel
           python -m pip install --upgrade --upgrade-strategy eager -r requirements/dev.txt -r testing/requirements.txt
           python -m pip install --upgrade --upgrade-strategy eager -e .
-          if [ "$RUNNER_OS" != "Windows" ]; then  # Skip distributed tests on windows for now (Windows support for ray is experimental https://docs.ray.io/en/latest/installation.html#windows-support)
+          if [ "$RUNNER_OS" != "Windows" ] && [ ${{ matrix.python }} < '3.10' ]; then  
+          # Windows support for ray is experimental (https://docs.ray.io/en/latest/installation.html#windows-support)
+          # Python 3.10 is not yet supported (https://github.com/ray-project/ray/blob/master/python/setup.py#L24) 
             python -m pip install --upgrade --upgrade-strategy eager -e .[ray]
           fi
           python -m pip install --upgrade --upgrade-strategy eager -e .[shap]

.github/workflows/test_changed_notebooks.yml

@@ -27,12 +27,12 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-latest]
-        python-version: [ '3.7', '3.8', '3.9' ]
-        include: # Run macos and windows tests on python 3.9 only
+        python-version: [ '3.7', '3.8', '3.9', '3.10' ]
+        include: # Run macos and windows tests on only one python version
           - os: windows-latest 
-            python-version:  '3.9'
+            python-version:  '3.9'  # PyTorch doesn't yet have 3.10 support on Windows (https://pytorch.org/get-started/locally/#windows-python) 
           - os: macos-latest 
-            python-version:  '3.9'
+            python-version:  '3.10'
 
     steps:
       - name: Checkout code
@@ -57,7 +57,9 @@ jobs:
           python -m pip install --upgrade pip setuptools wheel
           python -m pip install --upgrade --upgrade-strategy eager -r requirements/dev.txt -r testing/requirements.txt
           python -m pip install --upgrade --upgrade-strategy eager -e .
-          if [ "$RUNNER_OS" != "Windows" ]; then  # Skip distributed tests on windows for now (Windows support for ray is experimental https://docs.ray.io/en/latest/installation.html#windows-support)
+          if [ "$RUNNER_OS" != "Windows" ] && [ ${{ matrix.python }} < '3.10' ]; then  
+          # Windows support for ray is experimental (https://docs.ray.io/en/latest/installation.html#windows-support)
+          # Python 3.10 is not yet supported (https://github.com/ray-project/ray/blob/master/python/setup.py#L24) 
             python -m pip install --upgrade --upgrade-strategy eager -e .[ray]
           fi
           python -m pip install --upgrade --upgrade-strategy eager -e .[shap]

alibi/explainers/tests/test_shap_wrappers.py

@@ -1324,7 +1324,7 @@ def test_explain_tree(caplog, monkeypatch, mock_tree_shap_explainer, data_type,
                     explainer._check_explainer_setup.assert_not_called()
                     explainer._check_interactions.assert_called_with(False, background_data, None)
                 else:
-                    explainer._check_interactions.asert_not_called()
+                    explainer._check_interactions.assert_not_called()
                     explainer._check_explainer_setup.assert_called_with(background_data, explainer.model_output, None)
 
                 explainer._build_explanation.assert_called_once()

setup.py

@@ -58,6 +58,7 @@ def readme():
           "Programming Language :: Python :: 3.7",
           "Programming Language :: Python :: 3.8",
           "Programming Language :: Python :: 3.9",
+          "Programming Language :: Python :: 3.10",
           "License :: OSI Approved :: Apache Software License",
           "Topic :: Scientific/Engineering",
           ],