Merge changes from main

.ci/env/editorconfig-checker.sh

@@ -15,7 +15,7 @@
 # limitations under the License.
 #===============================================================================
 
-VERSION=v3.3.0
+VERSION=v3.4.0
 UNPACKED=ec-linux-amd64
 ASSET=$UNPACKED.tar.gz
 CHECKSUMS=checksums.txt

.github/pull_request_template.md

@@ -1,30 +1,34 @@
 ## Description
 
-_Add a comprehensive description of proposed changes_
+<!--
+Add a comprehensive description of proposed changes
 
-_List associated issue number(s) if exist(s): #6 (for example)_
+List associated issue number(s) if exist(s)
 
-_Documentation PR (if needed): #1340 (for example)_
-
-_Benchmarks PR (if needed): https://github.com/IntelPython/scikit-learn_bench/pull/155 (for example)_
+List associated documentation and benchmarks PR(s) if needed
+-->
 
 ---
 
-PR should start as a draft, then move to ready for review state after CI is passed and all applicable checkboxes are closed.
+<!--
+PR should start as a draft, then move to ready for review state
+after CI is passed and all applicable checkboxes are closed.
 This approach ensures that reviewers don't spend extra time asking for regular requirements.
 
 You can remove a checkbox as not applicable only if it doesn't relate to this PR in any way.
-For example, PR with docs update doesn't require checkboxes for performance while PR with any change in actual code should have checkboxes and justify how this code change is expected to affect performance (or justification should be self-evident).
+For example, a PR with docs update doesn't require checkboxes for performance
+while a PR with any change in actual code should list checkboxes and
+justify how this code change is expected to affect performance (or justification should be self-evident).
+-->
 
-Checklist to comply with **before moving PR from draft**:
+<details>
+<summary>Checklist:</summary>
 
-**PR completeness and readability**
+**Completeness and readability**
 
-- [ ] I have reviewed my changes thoroughly before submitting this pull request.
 - [ ] I have commented my code, particularly in hard-to-understand areas.
-- [ ] I have updated the documentation to reflect the changes or created a separate PR with update and provided its number in the description, if necessary.
+- [ ] I have updated the documentation to reflect the changes or created a separate PR with updates and provided its number in the description, if necessary.
 - [ ] Git commit message contains an appropriate signed-off-by string _(see [CONTRIBUTING.md](https://github.com/uxlfoundation/scikit-learn-intelex/blob/main/CONTRIBUTING.md#pull-requests) for details)_.
-- [ ] I have added a respective label(s) to PR if I have a permission for that.
 - [ ] I have resolved any merge conflicts that might occur with the base branch.
 
 **Testing**
@@ -35,7 +39,8 @@ Checklist to comply with **before moving PR from draft**:
 
 **Performance**
 
-- [ ] I have measured performance for affected algorithms using [scikit-learn_bench](https://github.com/IntelPython/scikit-learn_bench) and provided at least summary table with measured data, if performance change is expected.
-- [ ] I have provided justification why performance has changed or why changes are not expected.
-- [ ] I have provided justification why quality metrics have changed or why changes are not expected.
-- [ ] I have extended benchmarking suite and provided corresponding scikit-learn_bench PR if new measurable functionality was introduced in this PR.
+- [ ] I have measured performance for affected algorithms using [scikit-learn_bench](https://github.com/IntelPython/scikit-learn_bench) and provided at least a summary table with measured data, if performance change is expected.
+- [ ] I have provided justification why performance and/or quality metrics have changed or why changes are not expected.
+- [ ] I have extended the benchmarking suite and provided a corresponding scikit-learn_bench PR if new measurable functionality was introduced in this PR.
+
+</details>

.github/workflows/ci-aarch64.yml

@@ -58,23 +58,23 @@ jobs:
       # Faster builds where possible. Fix version of CMake and Ninja.
       # Note: This will create a github actions cache
       - name: Get CMake and Ninja
-        uses: lukka/get-cmake@6b3e96a9bc9976b8b546346fdd102effedae0ca8 # v4.0.3
+        uses: lukka/get-cmake@2ecc21724e5215b0e567bc399a2602d2ecb48541 # v4.1.1
         with:
           cmakeVersion: 3.31.0
           ninjaVersion: 1.12.0
 
       - name: Checkout oneDAL
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
 
       - name: Checkout oneTBB
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           repository: uxlfoundation/oneTBB
           ref: ${{ env.TBB_VERSION }}
           path: ${{ github.workspace }}/__work/onetbb-src
 
       - name: Checkout openBLAS
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           repository: OpenMathLib/OpenBLAS
           ref: ${{ env.OPENBLAS_VERSION }}
@@ -140,23 +140,23 @@ jobs:
       # Faster builds where possible. Fix version of CMake and Ninja.
       # Note: This will create a github actions cache
       - name: Get CMake and Ninja
-        uses: lukka/get-cmake@6b3e96a9bc9976b8b546346fdd102effedae0ca8 # v4.0.3
+        uses: lukka/get-cmake@2ecc21724e5215b0e567bc399a2602d2ecb48541 # v4.1.1
         with:
           cmakeVersion: 3.31.0
           ninjaVersion: 1.12.0
 
       - name: Checkout oneDAL
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
 
       - name: Checkout oneTBB
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           repository: uxlfoundation/oneTBB
           ref: ${{ env.TBB_VERSION }}
           path: ${{ github.workspace }}/__work/onetbb-src
 
       - name: Checkout openBLAS
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           repository: OpenMathLib/OpenBLAS
           ref: ${{ env.OPENBLAS_VERSION }}

.github/workflows/ci.yml

@@ -49,15 +49,15 @@ jobs:
 
     steps:
       - name: Checkout oneDAL
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
       - name: Install DPC++
         run: .ci/env/apt.sh dpcpp
       - name: Install MKL
         run: .ci/env/apt.sh mkl
       - name: Install Python
         uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
         with:
-          python-version: 3.9
+          python-version: 3.13
       # Miniforge is necessary in order to get Intel MPI from conda-forge for MPI examples
       - name: Install Miniforge
         run: .ci/env/apt.sh miniforge
@@ -142,7 +142,7 @@ jobs:
 
     steps:
       - name: Checkout oneDAL
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
       - name: install ABI checking tools
         run: .ci/env/apt.sh abigail
       - name: Check Cache
@@ -159,7 +159,7 @@ jobs:
           path: ./__release_lnx_main
           key: ${{ steps.get-cache-key.outputs.key }}
       - name: Download oneDAL build artifact
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           name: __release_lnx
           path: ./__release_lnx

.github/workflows/docker-validation-ci.yml

@@ -22,6 +22,6 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
       - name: Build docker image
         run: docker build . --file dev/docker/onedal-dev.Dockerfile --tag onedal-dev:latest

.github/workflows/docker-validation-nightly.yml

@@ -34,7 +34,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
       - name: Build docker image
         run: docker build . --file dev/docker/onedal-dev.Dockerfile --tag onedal-dev:latest
       - name: Building oneDAL

.github/workflows/docs-release.yml

@@ -34,14 +34,14 @@ jobs:
 
     steps:
     - name: Checkout Repository
-      uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+      uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
       with:
         fetch-depth: 0  # Ensures all tags are fetched
 
     - name: Set Up Python
       uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
       with:
-        python-version: "3.11"
+        python-version: "3.13"
 
     - name: Install System Dependencies
       run: sudo apt-get update && sudo apt-get install -y clang-format pandoc python3-setuptools doxygen

.github/workflows/nightly-build.yml

@@ -55,7 +55,7 @@ jobs:
 
     steps:
       - name: Checkout oneDAL
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
       - name: Install DPC++
         run: .ci/env/apt.sh dpcpp
       - name: Install MKL
@@ -91,7 +91,7 @@ jobs:
 
     steps:
       - name: Checkout oneDAL
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
       - name: Install DPC++
         shell: cmd
         run: |

.github/workflows/nightly-test.yml

@@ -36,7 +36,7 @@ jobs:
       BUILD_FOLDER: "builds"
     steps:
       - name: Download oneDAL build artifacts
-        uses: actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093 # v4.3.0
+        uses: actions/download-artifact@634f93cb2916e3fdff6788551b99b062d0335ce0 # v5.0.0
         with:
           github-token: ${{ github.token }}
           run-id: ${{ github.event.workflow_run.id }}

.github/workflows/openssf-scorecard.yml

@@ -26,7 +26,7 @@ jobs:
 
     steps:
       - name: "Checkout code"
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 

.github/workflows/pr-checklist.yml

@@ -34,7 +34,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
     - name: Checkout
-      uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+      uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
     - name: Get pull request details
       id: pr
       uses: actions/github-script@60a0d83039c74a4aee543508d2ffcb1c3799cdea # v7.0.1

.github/workflows/renovate-validation.yml

@@ -27,7 +27,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
       - name: Validate
         uses: suzuki-shunsuke/github-action-renovate-config-validator@c22827f47f4f4a5364bdba19e1fe36907ef1318e # v1.1.1
         with:

.github/workflows/skywalking-eyes.yml

@@ -21,7 +21,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: "Checkout code"
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
       - name: "Run check"
         uses: apache/skywalking-eyes/header@5c5b974209f0de5d905f37deb69369068ebfc15c # v0.7.0
         with: