feat: adapt CI and tests for py3.7-3.12 and torch2.4/2.5

Author: shenweichen

.github/workflows/ci.yml

@@ -1,90 +1,74 @@
 name: CI
 
-on: 
+on:
   push:
-    path:
-      - 'deepctr_torch/*'
-      - 'tests/*'
+    paths:
+      - "deepctr_torch/**"
+      - "tests/**"
+      - "setup.py"
+      - ".github/workflows/**"
   pull_request:
-    path:
-      - 'deepctr_torch/*'
-      - 'tests/*'
-      
+    paths:
+      - "deepctr_torch/**"
+      - "tests/**"
+      - "setup.py"
+      - ".github/workflows/**"
+  workflow_dispatch:
+
 jobs:
   build:
-
-    runs-on: ubuntu-latest
-    timeout-minutes: 120
+    runs-on: ubuntu-22.04
+    timeout-minutes: 180
     strategy:
+      fail-fast: false
       matrix:
-        python-version: [3.6,3.7,3.8,3.9,3.10.7]
-        torch-version: [1.2.0,1.3.0,1.4.0,1.5.0,1.6.0,1.7.1,1.8.1,1.9.0,1.10.2,1.11.0,1.12.1]
-        
-        exclude:
-          - python-version: 3.6
-            torch-version: 1.11.0
-          - python-version: 3.6
-            torch-version: 1.12.1
-          - python-version: 3.8
-            torch-version: 1.2.0
-          - python-version: 3.8
-            torch-version: 1.3.0
-          - python-version: 3.9
-            torch-version: 1.2.0
-          - python-version: 3.9
-            torch-version: 1.3.0
-          - python-version: 3.9
-            torch-version: 1.4.0
-          - python-version: 3.9
-            torch-version: 1.5.0
-          - python-version: 3.9
-            torch-version: 1.6.0
-          - python-version: 3.9
-            torch-version: 1.7.1
-          - python-version: 3.10.7
-            torch-version: 1.2.0
-          - python-version: 3.10.7
-            torch-version: 1.3.0
-          - python-version: 3.10.7
-            torch-version: 1.4.0
-          - python-version: 3.10.7
-            torch-version: 1.5.0
-          - python-version: 3.10.7
-            torch-version: 1.6.0
-          - python-version: 3.10.7
-            torch-version: 1.7.1
-          - python-version: 3.10.7
-            torch-version: 1.8.1
-          - python-version: 3.10.7
-            torch-version: 1.9.0
-          - python-version: 3.10.7
-            torch-version: 1.10.2
+        include:
+          # Python 3.7 cannot install torch 2.4/2.5 wheels from official index.
+          # Keep a legacy torch smoke job to guarantee 3.7 runtime compatibility.
+          - python-version: "3.7"
+            torch-version: "1.13.1"
+          - python-version: "3.8"
+            torch-version: "2.4.1"
+          - python-version: "3.9"
+            torch-version: "2.4.1"
+          - python-version: "3.9"
+            torch-version: "2.5.1"
+          - python-version: "3.10"
+            torch-version: "2.4.1"
+          - python-version: "3.10"
+            torch-version: "2.5.1"
+          - python-version: "3.11"
+            torch-version: "2.4.1"
+          - python-version: "3.11"
+            torch-version: "2.5.1"
+          - python-version: "3.12"
+            torch-version: "2.4.1"
+          - python-version: "3.12"
+            torch-version: "2.5.1"
+
+    env:
+      TORCH_VERSION: ${{ matrix.torch-version }}
+      TORCH_INDEX_URL: https://download.pytorch.org/whl/cpu
+
     steps:
-    
-    - uses: actions/checkout@v3
-    
-    - name: Setup python environment
-      uses: actions/setup-python@v4
-      with:
-        python-version: ${{ matrix.python-version }}
+      - uses: actions/checkout@v5
+
+      - name: Setup python environment
+        uses: actions/setup-python@v6
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install dependencies
+        run: bash tests/ci/install.sh
+
+      - name: Test with pytest
+        timeout-minutes: 180
+        run: bash tests/ci/test.sh
 
-    - name: Install dependencies
-      run: |
-        pip3 install -q torch==${{ matrix.torch-version }}
-        pip install -q requests
-        pip install -e .
-    - name: Test with pytest
-      timeout-minutes: 120
-      run: |
-        pip install -q pytest
-        pip install -q pytest-cov
-        pip install -q python-coveralls
-        pip install -q sklearn
-        pytest --cov=deepctr_torch --cov-report=xml
-    - name: Upload coverage to Codecov  
-      uses: codecov/codecov-action@v3.1.0
-      with:
-        token: ${{secrets.CODECOV_TOKEN}}
-        file: ./coverage.xml
-        flags: pytest
-        name: py${{ matrix.python-version }}-torch${{ matrix.torch-version }}
+      - name: Upload coverage to Codecov
+        uses: codecov/codecov-action@v6
+        with:
+          token: ${{ secrets.CODECOV_TOKEN }}
+          files: ./coverage.xml
+          flags: pytest
+          name: py${{ matrix.python-version }}-torch${{ matrix.torch-version }}