chore(ci): upgrade python requirement to 3.13

- Update pyproject.toml to require python >= 3.13
- Update tox.ini to test py313
- Remove legacy CUDA dependencies (11.8, 12.1) incompatible with PyTorch 2.5+
- Fix numpy array formatting issue in inferencer tests for Py3.13 compatibility

Signed-off-by: Rickypanta0 <rickypanta.dev@gmail.com>

Author: Rickypanta0

.github/ISSUE_TEMPLATE/bug_report.yaml

@@ -70,10 +70,10 @@ body:
       value: |
         OS information:
         - OS: [e.g. Ubuntu 20.04]
-        - Python version: [e.g. 3.10.0]
-        - Anomalib version: [e.g. 0.3.6]
-        - PyTorch version: [e.g. 1.9.0]
-        - CUDA/cuDNN version: [e.g. 11.1]
+        - Python version: [e.g. 3.13.0]
+        - Anomalib version: [e.g. 2.3.0]
+        - PyTorch version: [e.g. 2.5.1]
+        - CUDA/cuDNN version: [e.g. 12.4]
         - GPU models and configuration: [e.g. 2x GeForce RTX 3090]
         - Any other relevant information: [e.g. I'm using a custom dataset]
     validations:

.github/actions/code-quality/pre-commit/action.yaml

@@ -34,7 +34,7 @@
 # steps:
 #   - uses: ./.github/actions/code-quality/pre-commit
 #     with:
-#       python-version: "3.11"
+#       python-version: "3.13"
 #
 # Note: Requires configured pre-commit hooks in repository
 
@@ -45,7 +45,7 @@ inputs:
   python-version:
     description: "Python version to use"
     required: false
-    default: "3.10"
+    default: "3.13"
   node-version:
     description: "Node.js version to use"
     required: false

.github/actions/pytest/action.yaml

@@ -44,7 +44,7 @@
 # steps:
 #   - uses: ./.github/actions/pytest
 #     with:
-#       python-version: "3.11"
+#       python-version: "3.13"
 #       test-type: "unit"
 #       codecov-token: ${{ secrets.CODECOV_TOKEN }}
 #
@@ -57,7 +57,7 @@ inputs:
   python-version:
     description: "Python version to use"
     required: false
-    default: "3.10"
+    default: "3.13"
   test-type:
     description: "Type of tests to run (unit/integration/all)"
     required: false

.github/actions/security/bandit/action.yaml

@@ -90,7 +90,7 @@ runs:
     - name: Set up Python
       uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
       with:
-        python-version: "3.10"
+        python-version: "3.13"
 
     - name: Install Bandit
       shell: bash

.github/actions/security/trivy/README.md

@@ -30,7 +30,7 @@ permissions:
       - name: Set up Python
         uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
         with:
-          python-version: "3.10"
+          python-version: "3.13"
       - name: Install dependencies
         run: python -m pip install pip-tools
       - name: Freeze dependencies

.github/workflows/_reusable-artifact-builder.yaml

@@ -27,7 +27,7 @@
 #    - Retention configuration
 #
 # Required Inputs:
-# - python-version: Python version for building (default: "3.10")
+# - python-version: Python version for building (default: "3.11")
 # - verify-package: Enable package verification (default: true)
 #
 # Outputs:
@@ -46,7 +46,7 @@
 #      build:
 #        uses: ./.github/workflows/_reusable-artifact-builder.yaml
 #        with:
-#          python-version: "3.10"
+#          python-version: "3.11"
 #          verify-package: true
 #
 # Note: Requires proper Python project structure and build configuration
@@ -59,7 +59,7 @@ on:
       python-version:
         description: "Python version for building"
         type: string
-        default: "3.10"
+        default: "3.11"
       verify-package:
         description: "Run package verification"
         type: boolean

.github/workflows/_reusable-code-quality.yaml

@@ -27,7 +27,7 @@
 #    - Status updates
 #
 # Required Inputs:
-# - python-version: Python version for checks (default: "3.10")
+# - python-version: Python version for checks (default: "3.13")
 #
 # Example Usage:
 # 1. Default Configuration:
@@ -40,7 +40,7 @@
 #      quality:
 #        uses: ./.github/workflows/_reusable-code-quality.yaml
 #        with:
-#          python-version: "3.11"
+#          python-version: "3.13"
 #
 # Note: Requires configured pre-commit hooks in repository
 
@@ -52,7 +52,7 @@ on:
       python-version:
         description: "Python version for checks"
         type: string
-        default: "3.10"
+        default: "3.13"
 
 permissions:
   contents: read

.github/workflows/_reusable-pr-title-check.yaml

@@ -24,7 +24,7 @@
 #    - Detailed feedback
 #
 # Required Inputs:
-# - python-version: Python version for validation (default: "3.10")
+# - python-version: Python version for validation (default: "3.13")
 #
 # Example Usage:
 # 1. Basic Validation:
@@ -37,7 +37,7 @@
 #      pr-title-check:
 #        uses: ./.github/workflows/_reusable-pr-title-check.yaml
 #        with:
-#          python-version: "3.11"
+#          python-version: "3.13"
 #
 # Note: Requires Commitizen configuration in pyproject.toml
 
@@ -49,7 +49,7 @@ on:
       python-version:
         description: "Python version for validation"
         type: string
-        default: "3.10"
+        default: "3.13"
 
 permissions:
   contents: read

.github/workflows/_reusable-release-validation.yaml

@@ -58,7 +58,7 @@
 #        uses: ./.github/workflows/_reusable-release-validation.yaml
 #        with:
 #          version: "v1.2.3"
-#          python-version: "3.10"
+#          python-version: "3.11"
 #        secrets:
 #          codecov-token: ${{ secrets.CODECOV_TOKEN }}
 #
@@ -68,7 +68,7 @@
 #        uses: ./.github/workflows/_reusable-release-validation.yaml
 #        with:
 #          version: "v1.2.3-rc1"
-#          python-version: "3.10"
+#          python-version: "3.11"
 #          allow-prerelease: true
 #        secrets:
 #          codecov-token: ${{ secrets.CODECOV_TOKEN }}

.github/workflows/_reusable-test-suite.yaml

@@ -27,7 +27,7 @@
 #    - Artifact creation
 #
 # Required Inputs:
-# - python-version: Python version for tests (default: "3.10")
+# - python-version: Python version for tests (default: "3.13")
 # - test-type: Type of test to run (unit/integration/e2e)
 # - runner: Runner to use for the tests
 # - timeout: Test timeout in minutes
@@ -52,7 +52,7 @@
 #      test:
 #        uses: ./.github/workflows/_reusable-test-suite.yaml
 #        with:
-#          python-version: "3.11"
+#          python-version: "3.13"
 #          test-type: "unit"
 #          timeout: 30
 #        secrets:
@@ -68,7 +68,7 @@ on:
       python-version:
         description: "Python version to use for tests"
         type: string
-        default: "3.10"
+        default: "3.13"
       test-type:
         description: "Type of test to run (unit/integration/e2e)"
         type: string