Add dependency workaround for Intel-based Macs

.github/workflows/manual_release.yml

@@ -5,8 +5,9 @@ on:
 
 jobs:
   run_tests:
-    timeout-minutes: 30
+    timeout-minutes: 45
     strategy:
+      fail-fast: false
       matrix:
         python-version: ['3.9', '3.12']  # TODO: Add 3.13 when it is released
         os: [ubuntu-latest, macos-latest, macos-13, windows-latest]
@@ -22,6 +23,7 @@ jobs:
     - name: Run tests
       run: python -m tests
     - name: Upload coverage to Codecov
+      if: ${{ matrix.python-version }} == '3.12' && ${{ matrix.os }} == 'ubuntu-latest'
       uses: codecov/codecov-action@v3
       with:
-        file: ./coverage.xml
+        file: ./coverage.xml

pyproject.toml

@@ -55,8 +55,16 @@ classifiers = [
 
 [project.optional-dependencies]
 datadriven = [
-    "tensorflow>=2.18.0",   # Note that older versions of tensorflow may work with older numpy and numpoly versions
-    "chaospy>=4.3.17"   # For PCE
+    # Dependency workaround for Intel-based Macs due to tensorflow version constraints at 2.16.2
+    "tensorflow==2.16.2; platform_system == 'Darwin' and platform_machine != 'arm64'",
+    "numpy==1.26.4; platform_system == 'Darwin' and platform_machine != 'arm64'",
+    "numpoly==1.2.12; platform_system == 'Darwin' and platform_machine != 'arm64'",
+
+    # Everything else (Apple Silicon Macs, Linux, Windows, etc.) Note that older versions of tensorflow may work with older numpy and numpoly versions
+    "tensorflow>=2.18.0; platform_system != 'Darwin' or platform_machine == 'arm64'",
+
+    # For PCE
+    "chaospy>=4.3.17"
 ]
 
 test = [

tests/test_tutorials.py

@@ -10,7 +10,7 @@
 
 class TestTutorials(unittest.TestCase):
     def run_notebook_test(self, notebook_path):
-        with testbook(notebook_path, execute=True) as tb:
+        with testbook(notebook_path, execute=True, timeout=1200) as tb:
             self.assertEqual(tb.__class__.__name__, "TestbookNotebookClient")
 
     def test_notebook_tutorials(self):