Enable PR checklist workflow and update PR template

.github/Pull_Request_template.md

@@ -1,28 +1,35 @@
-### Description
+## Description
 
 _Add a comprehensive description of proposed changes_
 
-_List issue number(s) if exist(s): #6 (for example)_
+_List associated issue number(s) if exist(s): #6 (for example)_
+
+_Documentation PR (if needed): #1340 (for example)_
+
+_Benchmarks PR (if needed): https://github.com/IntelPython/scikit-learn_bench/pull/155 (for example)_
 
 ---
 
-Checklist to comply with before moving PR from draft:
+Checklist to comply with **before moving PR from draft**:
 
 **PR 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.
 - [ ] Git commit message contains an appropriate signed-off-by string _(see [CONTRIBUTING.md](https://github.com/intel/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 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**
 
-- [ ] The unit tests pass successfully.
 - [ ] I have run it locally and tested the changes extensively.
+- [ ] All CI jobs are green or I have provided justification why they aren't.
+- [ ] I have extended testing suite if new functionality was introduced in this PR.
 
 **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.

.github/workflows/pr-checklist.yml

@@ -0,0 +1,69 @@
+#===============================================================================
+# Copyright 2024 Intel Corporation
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#===============================================================================
+
+name: Check PR Checklist
+
+on:
+  pull_request:
+    types: [opened, edited, synchronize]
+
+jobs:
+  checklist:
+    runs-on: ubuntu-24.04
+    steps:
+    - name: Checkout
+      uses: actions/checkout@v4
+    - name: Get pull request details
+      id: pr
+      uses: actions/github-script@v7
+      with:
+        script: |
+          const pr_desc = await github.rest.pulls.get({
+            owner: context.repo.owner,
+            repo: context.repo.repo,
+            pull_number: context.payload.pull_request.number
+          });
+          console.log(pr_desc);
+          console.log(pr_desc.data.body);
+          console.log(pr_desc.data.draft);
+          return {
+            body: pr_desc.data.body,
+            draft: pr_desc.data.draft
+          };
+    - name: Check if PR is not draft
+      id: is-not-draft
+      run: |
+        if [ "${{ steps.pr.outputs.draft }}" = "true" ]; then
+          echo "PR is in draft state. Exiting."
+          exit 0
+        fi
+    - name: Check if all checkboxes are checked
+      id: checkboxes
+      run: |
+        DESCRIPTION="${{ steps.pr.outputs.body }}"
+        UNCHECKED=$(echo "$DESCRIPTION" | grep -c '\[ \]')
+        echo "::set-output name=unchecked::$UNCHECKED"
+    - name: Move PR to draft if not all checkboxes are checked
+      if: steps.checkboxes.outputs.unchecked != '0'
+      uses: actions/github-script@v7
+      with:
+        script: |
+          await github.rest.pulls.update({
+            owner: context.repo.owner,
+            repo: context.repo.repo,
+            pull_number: context.payload.pull_request.number,
+            draft: true
+          });