MAINT: Upgrade to anaconda=2024.10 (#194)

* update to use anaconda=2024.10

* tmp: disable build cache

* update docker in all workflows

* re-enable build cache

* fix build cache issue

.github/workflows/cache.yml

@@ -7,7 +7,7 @@ jobs:
   cache:
     runs-on: ubuntu-latest-gpu
     container:
-      image: ghcr.io/quantecon/lecture-python-container:cuda-12.6.0-anaconda-2024-06-py312
+      image: ghcr.io/quantecon/lecture-python-container:cuda-12.6.0-anaconda-2024-10-py312
       options: --gpus all
     steps:
       - uses: actions/checkout@v4
@@ -27,4 +27,5 @@ jobs:
         uses: actions/upload-artifact@v4
         with:
           name: build-cache
-          path: _build
+          path: _build
+          include-hidden-files: true

.github/workflows/ci.yml

@@ -4,7 +4,7 @@ jobs:
   preview:
     runs-on: ubuntu-latest-gpu
     container:
-      image: ghcr.io/quantecon/lecture-python-container:cuda-12.6.0-anaconda-2024-06-py312
+      image: ghcr.io/quantecon/lecture-python-container:cuda-12.6.0-anaconda-2024-10-py312
       options: --gpus all
     steps:
       - uses: actions/checkout@v4

.github/workflows/publish.yml

@@ -8,7 +8,7 @@ jobs:
     if: github.event_name == 'push' && startsWith(github.event.ref, 'refs/tags')
     runs-on: ubuntu-latest-gpu
     container:
-      image: ghcr.io/quantecon/lecture-python-container:cuda-12.6.0-anaconda-2024-06-py312
+      image: ghcr.io/quantecon/lecture-python-container:cuda-12.6.0-anaconda-2024-10-py312
       options: --gpus all
     steps:
       - name: Checkout

environment.yml

@@ -3,7 +3,7 @@ channels:
   - default
 dependencies:
   - python=3.12
-  - anaconda=2024.06
+  - anaconda=2024.10
   - pip
   - pip:
     - jupyter-book==0.15.1