v1.1.0

.github/pull_request_template.md

@@ -1,16 +1,30 @@
 # New Features
 
+* tbd
 * tbd
 
 # Changes
 
+* tbd
 * tbd
 
 # Bug Fixes
 
+* tbd
 * tbd
 
-----------
+# Documentation
-# Related PRs:
 
 * tbd
+* tbd
+
+# Unit Tests
+
+* tbd
+* tbd
+
+----------
+# Related Issues and Pull-Requests
+
+* tbd
+* tbd

.github/workflows/ApplicationTesting.yml

@@ -124,26 +124,34 @@ jobs:
           requirements = "${{ inputs.requirements }}"
           if requirements.startswith("-r"):
             requirementsFile = Path(requirements[2:].lstrip())
-            dependencies = loadRequirementsFile(requirementsFile)
+            try:
+              dependencies = loadRequirementsFile(requirementsFile)
+            except FileNotFoundError as ex:
+              print(f"::error title=FileNotFoundError::{ex}")
+              exit(1)
           else:
             dependencies = [req.strip() for req in requirements.split(" ")]
 
           packages = {
-            "coverage":    "python-coverage:p",
+            "coverage":            "python-coverage:p",
-            "igraph":      "igraph:p",
+            "docstr_coverage":     "python-pyyaml:p",
-            "jinja2":      "python-markupsafe:p",
+            "igraph":              "igraph:p",
-            "lxml":        "python-lxml:p",
+            "jinja2":              "python-markupsafe:p",
-            "numpy":       "python-numpy:p",
+            "lxml":                "python-lxml:p",
-            "markupsafe":  "python-markupsafe:p",
+            "numpy":               "python-numpy:p",
-            "pip":         "python-pip:p",
+            "markupsafe":          "python-markupsafe:p",
-            "ruamel.yaml": "python-ruamel-yaml:p python-ruamel.yaml.clib:p",
+            "pip":                 "python-pip:p",
-            "sphinx":      "python-markupsafe:p",
+            "pyyaml":              "python-pyyaml:p",
-            "tomli":       "python-tomli:p",
+            "ruamel.yaml":         "python-ruamel-yaml:p python-ruamel.yaml.clib:p",
-            "wheel":       "python-wheel:p",
+            "sphinx":              "python-markupsafe:p",
+            "tomli":               "python-tomli:p",
+            "wheel":               "python-wheel:p",
+            "pyEDAA.ProjectModel": "python-ruamel-yaml:p python-ruamel.yaml.clib:p python-lxml:p",
+            "pyEDAA.Reports":      "python-ruamel-yaml:p python-ruamel.yaml.clib:p python-lxml:p",
           }
           subPackages = {
             "pytooling": {
-              "yaml":      "python-ruamel-yaml:p python-ruamel.yaml.clib:p",
+              "yaml":              "python-ruamel-yaml:p python-ruamel.yaml.clib:p",
             }
           }
 
@@ -215,7 +223,7 @@ jobs:
           ls -l install
           python -m pip install --disable-pip-version-check -U install/*.whl
 
-      - name: ☑ Run application tests (Ubuntu/macOS)
+      - name: ✅ Run application tests (Ubuntu/macOS)
         if: matrix.system != 'windows'
         run: |
           export ENVIRONMENT_NAME="${{ matrix.envname }}"
@@ -230,7 +238,7 @@ jobs:
             python -m pytest -raP $PYTEST_ARGS --color=yes ${{ inputs.tests_directory || '.' }}/${{ inputs.apptest_directory }}
           fi
 
-      - name: ☑ Run application tests (Windows)
+      - name: ✅ Run application tests (Windows)
         if: matrix.system == 'windows'
         run: |
           $env:ENVIRONMENT_NAME = "${{ matrix.envname }}"

.github/workflows/ArtifactCleanUp.yml

@@ -38,7 +38,7 @@ on:
 jobs:
   ArtifactCleanUp:
     name: 🗑️ Artifact Cleanup
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
 
     steps:
       - name: 🗑️ Delete package Artifacts

.github/workflows/BuildTheDocs.yml

@@ -34,7 +34,7 @@ on:
 jobs:
   BuildTheDocs:
     name: 📓 Run BuildTheDocs
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
 
     steps:
       - name: ⏬ Checkout repository

.github/workflows/CheckDocumentation.yml

@@ -33,16 +33,16 @@ on:
         description: 'Source code directory to check.'
         required: true
         type: string
-#      fail_below:
+      fail_under:
-#        description: 'Minimum required documentation coverage level'
+        description: 'Minimum required documentation coverage level'
-#        required: false
+        required: false
-#        default: 75
+        default: 80
-#        type: string
+        type: string
 
 jobs:
   DocCoverage:
     name: 👀 Check documentation coverage
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     steps:
       - name: ⏬ Checkout repository
         uses: actions/checkout@v4
@@ -59,9 +59,9 @@ jobs:
       - name: Run 'interrogate' Documentation Coverage Check
         continue-on-error: true
         run: |
-          interrogate -c pyproject.toml
+          interrogate -c pyproject.toml --fail-under=${{ inputs.fail_under }} && echo "::error title=interrogate::Insufficient documentation quality (goal: ${{ inputs.fail_under }})"
 
       - name: Run 'docstr_coverage' Documentation Coverage Check
         continue-on-error: true
         run: |
-          docstr_coverage -v ${{ inputs.directory }}
+          docstr-coverage -v 2 --fail-under=${{ inputs.fail_under }} ${{ inputs.directory }} && echo "::error title=docstr-coverage::Insufficient documentation quality (goal: ${{ inputs.fail_under }})"

.github/workflows/CoverageCollection.yml

@@ -63,7 +63,7 @@ jobs:
 
   Coverage:
     name: 📈 Collect Coverage Data using Python ${{ inputs.python_version }}
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
 
     steps:
       - name: ⏬ Checkout repository
@@ -102,7 +102,9 @@ jobs:
               htmlDirectory = pyProjectSettings["tool"]["coverage"]["html"]["directory"]
               xmlFile       = pyProjectSettings["tool"]["coverage"]["xml"]["output"]
             else:
-              print(f"File '{pyProjectFile}' not found and no ' .coveragerc' file specified.")
+              print(f"File '{pyProjectFile}' not found.")
+              print(f"::error title=FileNotFoundError::File '{pyProjectFile}' not found.")
+              exit(1)
 
           # Read output paths from '.coveragerc' file
           elif len(coverageRC) > 0:
@@ -115,6 +117,8 @@ jobs:
               xmlFile       = coverageRCSettings["xml"]["output"]
             else:
               print(f"File '{coverageRCFile}' not found.")
+              print(f"::error title=FileNotFoundError::File '{coverageRCFile}' not found.")
+              exit(1)
 
           # Write jobs to special file
           github_output = Path(getenv("GITHUB_OUTPUT"))

.github/workflows/IntermediateCleanUp.yml

@@ -36,7 +36,7 @@ on:
 jobs:
   IntermediateCleanUp:
     name: 🗑️ Intermediate Artifact Cleanup
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     steps:
       - name: 🗑️ Delete SQLite coverage artifacts from matrix jobs
         uses: geekyeggo/delete-artifact@v5

.github/workflows/LaTeXDocumentation.yml

@@ -42,7 +42,7 @@ on:
 jobs:
   PDFDocumentation:
     name: 📓 Converting LaTeX Documentation to PDF
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     steps:
       - name: 📥 Download artifacts '${{ inputs.latex_artifact }}' from 'SphinxDocumentation' job
         uses: actions/download-artifact@v4

.github/workflows/Package.yml

@@ -44,7 +44,7 @@ jobs:
 
   Package:
     name: 📦 Package in Source and Wheel Format
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
 
     steps:
       - name: ⏬ Checkout repository

.github/workflows/Parameters.yml

@@ -42,7 +42,7 @@ on:
       system_list:
         description: 'Space separated list of systems to run tests on.'
         required: false
-        default: 'ubuntu windows macos mingw64 ucrt64'
+        default: 'ubuntu windows macos-arm mingw64 ucrt64'
         type: string
       include_list:
         description: 'Space separated list of system:python items to be included into the list of test.'
@@ -59,6 +59,26 @@ on:
         required: false
         default: ''
         type: string
+      ubuntu_image:
+        description: 'The used GitHub Action image for Ubuntu based jobs.'
+        required: false
+        default: 'ubuntu-24.04'
+        type: string
+      windows_image:
+        description: 'The used GitHub Action image for Windows based jobs.'
+        required: false
+        default: 'windows-latest'
+        type: string
+      macos_intel_image:
+        description: 'The used GitHub Action image for macOS (Intel x86-64) based jobs.'
+        required: false
+        default: 'macos-latest-large'
+        type: string
+      macos_arm_image:
+        description: 'The used GitHub Action image for macOS (ARM arm64) based jobs.'
+        required: false
+        default: 'macos-latest'
+        type: string
 
     outputs:
       python_version:
@@ -76,7 +96,7 @@ on:
 
 jobs:
   Parameters:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     outputs:
       python_version:   ${{ steps.params.outputs.python_version }}
       python_jobs:      ${{ steps.params.outputs.python_jobs }}
@@ -91,8 +111,8 @@ jobs:
           from json import dumps as json_dumps
           from os import getenv
           from pathlib import Path
-          from pprint import pprint
           from textwrap import dedent
+          from typing import Iterable
 
           name =           "${{ inputs.name }}".strip()
           python_version = "${{ inputs.python_version }}".strip()
@@ -138,7 +158,7 @@ jobs:
           if currentAlphaVersion in versions:
             print(f"::notice title=Experimental::Python {currentAlphaVersion} ({currentAlphaRelease}) is a pre-release.")
           for disable in disabled:
-            print(f"::warning title=Disabled Python Job::System '{disable}' temporary disabled.")
+            print(f"::warning title=Disabled Python Job::System '{disable}' temporarily disabled.")
 
           # see https://raw.githubusercontent.com/actions/python-versions/main/versions-manifest.json
           data = {
@@ -158,9 +178,10 @@ jobs:
             },
             # Runner systems (runner images) supported by GitHub Actions
             "sys": {
-              "ubuntu":  { "icon": "🐧", "runs-on": "ubuntu-latest",  "shell": "bash", "name": "Linux (x86-64)",   "minPy": (3,  7)},
+              "ubuntu":    { "icon": "🐧", "runs-on": "${{ inputs.ubuntu_image }}",      "shell": "bash", "name": "Linux (x86-64)"   },
-              "windows": { "icon": "🪟", "runs-on": "windows-latest", "shell": "pwsh", "name": "Windows (x86-64)", "minPy": (3,  7)},
+              "windows":   { "icon": "🪟", "runs-on": "${{ inputs.windows_image }}",     "shell": "pwsh", "name": "Windows (x86-64)" },
-              "macos":   { "icon": "🍎", "runs-on": "macos-latest",   "shell": "bash", "name": "MacOS (x86-64)",   "minPy": (3, 10)},
+              "macos":     { "icon": "🍎", "runs-on": "${{ inputs.macos_intel_image }}", "shell": "bash", "name": "macOS (x86-64)"   },
+              "macos-arm": { "icon": "🍏", "runs-on": "${{ inputs.macos_arm_image }}",   "shell": "bash", "name": "macOS (arm64)"    },
             },
             # Runtimes provided by MSYS2
             "runtime": {
@@ -183,9 +204,23 @@ jobs:
           for disable in disabled:
             print(f"- {disable}")
 
-          def toVersion(value):
+          def match(combination: str, pattern: str) -> bool:
-            major, minor = value.split(".")
+              system, version = combination.split(":")
-            return int(major[-1]), int(minor)
+              sys, ver = pattern.split(":")
+
+              if sys == "*":
+                  return (ver == "*") or (version == ver)
+              elif system == sys:
+                  return (ver == "*") or (version == ver)
+              else:
+                  return False
+
+          def notIn(combination: str, patterns: Iterable[str]) -> bool:
+              for pattern in patterns:
+                  if match(combination, pattern):
+                      return False
+
+              return True
 
           combinations = [
             (system, version)
@@ -193,22 +228,20 @@ jobs:
               if system in data["sys"]
             for version in versions
               if version in data["python"]
-              and toVersion(version) >= data["sys"][system]["minPy"]
+              and notIn(f"{system}:{version}", excludes)
-              and f"{system}:{version}" not in excludes
+              and notIn(f"{system}:{version}", disabled)
-              and f"{system}:{version}" not in disabled
           ] + [
             (system, currentMSYS2Version)
             for system in systems
               if system in data["runtime"]
-              and f"{system}:{currentMSYS2Version}" not in excludes
+              and notIn(f"{system}:{currentMSYS2Version}", excludes)
-              and f"{system}:{currentMSYS2Version}" not in disabled
+              and notIn(f"{system}:{currentMSYS2Version}", disabled)
           ] + [
             (system, version)
             for system, version in includes
               if system in data["sys"]
               and version in data["python"]
-              and toVersion(version) >= data["sys"][system]["minPy"]
+              and notIn(f"{system}:{version}", disabled)
-              and f"{system}:{version}" not in disabled
           ]
           print(f"Combinations ({len(combinations)}):")
           for system, version in combinations:

.github/workflows/PublishCoverageResults.yml

@@ -57,7 +57,7 @@ on:
 jobs:
   PublishCoverageResults:
     name: 📊 Publish Code Coverage Results
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     if: always()
 
     steps:
@@ -71,7 +71,7 @@ jobs:
 
       - name: 🔧 Install coverage and tomli
         run: |
-          python -m pip install --disable-pip-version-check -U coverage[toml] tomli
+          python -m pip install -U --disable-pip-version-check --break-system-packages coverage[toml] tomli
 
       - name: 🔁 Extract configurations from pyproject.toml
         id: getVariables
@@ -102,7 +102,9 @@ jobs:
               xmlFile       = Path(pyProjectSettings["tool"]["coverage"]["xml"]["output"])
               jsonFile      = Path(pyProjectSettings["tool"]["coverage"]["json"]["output"])
             else:
-              print(f"File '{pyProjectFile}' not found and no '.coveragerc' file specified.")
+              print(f"File '{pyProjectFile}' not found.")
+              print(f"::error title=FileNotFoundError::File '{pyProjectFile}' not found.")
+              exit(1)
 
           # Read output paths from '.coveragerc' file
           elif len(coverageRC) > 0:
@@ -116,6 +118,8 @@ jobs:
               jsonFile      = Path(coverageRCSettings["json"]["output"])
             else:
               print(f"File '{coverageRCFile}' not found.")
+              print(f"::error title=FileNotFoundError::File '{coverageRCFile}' not found.")
+              exit(1)
 
           # Write jobs to special file
           github_output = Path(getenv("GITHUB_OUTPUT"))
@@ -131,8 +135,10 @@ jobs:
 
       - name: Rename .coverage files and collect them all to coverage/
         run: |
+          ls -lAh artifacts/
+          ls -lAh artifacts/*/.coverage
           mkdir -p coverage
-          find . -type f -path "*artifacts*SQLite*.coverage" -exec sh -c 'cp -v $0 "coverage/$(basename $0).$(basename $(dirname $0))"' {} ';'
+          find artifacts/ -type f -path "*SQLite*.coverage" -exec sh -c 'cp -v $0 "coverage/$(basename $0).$(basename $(dirname $0))"' {} ';'
           tree -a coverage
 
       - name: Combine SQLite files (using Coverage.py)

.github/workflows/PublishOnPyPI.yml

@@ -48,7 +48,7 @@ jobs:
 
   PublishOnPyPI:
     name: 🚀 Publish to PyPI
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
 
     steps:
       - name: 📥 Download artifacts '${{ inputs.artifact }}' from 'Package' job

.github/workflows/PublishTestResults.yml

@@ -30,11 +30,21 @@ on:
         required: false
         default: ''
         type: string
+      additional_merge_args:
+        description: 'Additional merging arguments.'
+        required: false
+        default: '"--pytest=rewrite-dunder-init;reduce-depth:pytest.tests.unit"'
+        type: string
+      report_title:
+        description: 'Title of the summary report in the pipeline''s sidebar'
+        required: false
+        default: 'Unit Test Results'
+        type: string
 
 jobs:
   PublishTestResults:
     name: 📊 Publish Test Results
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     if: always()
 
     steps:
@@ -46,37 +56,28 @@ jobs:
         with:
           path: artifacts
 
-      - name: 🔧 Install junitparser
+      - name: 🔧 Install pyEDAA.Reports (JUunit Parser and Merger)
         run: |
-          python -m pip install --disable-pip-version-check -U junitparser
+          python -m pip install --disable-pip-version-check --break-system-packages -U pyEDAA.Reports
 
       - name: Move JUnit files and collect them all to junit/
         run: |
           mkdir -p junit
-          find . -type f -path "*artifacts*UnitTestReportSummary*.xml" -exec sh -c 'cp -v $0 "junit/$(basename $(dirname $0)).$(basename $0)"' {} ';'
+          ls -lAh artifacts/*/*.xml
+          find artifacts/ -type f -path "*TestReportSummary*.xml" -exec sh -c 'cp -v $0 "junit/$(basename $(dirname $0)).$(basename $0)"' {} ';'
           tree -a junit
 
       - name: 🔁 Merge JUnit Unit Test Summaries
-        shell: python
         run: |
-          from pathlib     import Path
+          pyedaa-reports -v unittest "--merge=pytest-junit:junit/*.xml" ${{ inputs.additional_merge_args }} "--output=ant-junit:Unittesting.xml"
-          from junitparser import JUnitXml
+          echo "cat Unittesting.xml"
-
+          cat Unittesting.xml
-          junitDirectory = Path("junit")
-          junitXml = None
-          for file in junitDirectory.iterdir():
-            if junitXml is None:
-              junitXml = JUnitXml.fromfile(file)
-            else:
-              junitXml += JUnitXml.fromfile(file)
-
-          junitXml.write(junitDirectory / "merged.xml")
 
       - name: 📊 Publish Unit Test Results
         uses: dorny/test-reporter@v1
         with:
-          name: Unit Test Results
+          name: ${{ inputs.report_title }}
-          path: junit/merged.xml
+          path: Unittesting.xml
           reporter: java-junit
 
       - name: 📤 Upload merged 'JUnit Test Summary' artifact
@@ -84,6 +85,6 @@ jobs:
         uses: actions/upload-artifact@v4
         with:
           name: ${{ inputs.merged_junit_artifact }}
-          path: junit/merged.xml
+          path: Unittesting.xml
           if-no-files-found: error
           retention-days: 1

.github/workflows/PublishToGitHubPages.yml

@@ -44,7 +44,7 @@ jobs:
 
   PublishToGitHubPages:
     name: 📚 Publish to GH-Pages
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
 
     steps:
       - name: ⏬ Checkout repository

.github/workflows/Release.yml

@@ -29,7 +29,7 @@ jobs:
 
   Release:
     name: 📝 Create 'Release Page' on GitHub
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
 
     steps:
       - name: 🔁 Extract Git tag from GITHUB_REF
@@ -55,12 +55,34 @@ jobs:
             **Automated Release created on: ${{ steps.getVariables.outputs.datetime }}**
 
             # New Features
+
+            * tbd
             * tbd
 
             # Changes
+
+            * tbd
             * tbd
 
             # Bug Fixes
+
             * tbd
-          draft: false
+            * tbd
+
+            # Documentation
+
+            * tbd
+            * tbd
+
+            # Unit Tests
+
+            * tbd
+            * tbd
+
+            ----------
+            # Related Issues and Pull-Requests
+
+            * tbd
+            * tbd
+          draft: true
           prerelease: false

.github/workflows/SphinxDocumentation.yml

@@ -73,7 +73,7 @@ on:
 jobs:
   Sphinx:
     name: 📓 Documentation generation using Sphinx and Python ${{ inputs.python_version }}
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
 
     steps:
       - name: ⏬ Checkout repository
@@ -121,7 +121,9 @@ jobs:
               xmlFile       = Path(pyProjectSettings["tool"]["coverage"]["xml"]["output"])
               jsonFile      = Path(pyProjectSettings["tool"]["coverage"]["json"]["output"])
             else:
-              print(f"File '{pyProjectFile}' not found and no '.coveragerc' file specified.")
+              print(f"File '{pyProjectFile}' not found.")
+              print(f"::error title=FileNotFoundError::File '{pyProjectFile}' not found.")
+              exit(1)
 
           # Read output paths from '.coveragerc' file
           elif len(coverageRC) > 0:
@@ -135,6 +137,8 @@ jobs:
               jsonFile      = Path(coverageRCSettings["json"]["output"])
             else:
               print(f"File '{coverageRCFile}' not found.")
+              print(f"::error title=FileNotFoundError::File '{coverageRCFile}' not found.")
+              exit(1)
 
           # Write jobs to special file
           github_output = Path(getenv("GITHUB_OUTPUT"))

.github/workflows/StaticTypeCheck.yml

@@ -63,7 +63,7 @@ jobs:
 
   StaticTypeCheck:
     name: 👀 Check Static Typing using Python ${{ inputs.python_version }}
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
 
     steps:
       - name: ⏬ Checkout repository

.github/workflows/TestReleaser.yml

@@ -41,7 +41,7 @@ jobs:
 
 
   Image:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     env:
       DOCKER_BUILDKIT: 1
     steps:
@@ -60,7 +60,7 @@ jobs:
 
 
   Composite:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     steps:
     - uses: actions/checkout@v4
 
@@ -120,7 +120,7 @@ jobs:
     needs:
       - Image
       - Composite
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     steps:
     - uses: actions/checkout@v4
 

.github/workflows/UnitTesting.yml

@@ -29,21 +29,56 @@ on:
         description: 'JSON list with environment fields, telling the system and Python versions to run tests with.'
         required: true
         type: string
+      apt:
+        description: 'Ubuntu dependencies to be installed through apt.'
+        required: false
+        default: ''
+        type: string
+      brew:
+        description: 'macOS dependencies to be installed through brew.'
+        required: false
+        default: ''
+        type: string
+      pacboy:
+        description: 'MSYS2 dependencies to be installed through pacboy (pacman).'
+        required: false
+        default: ''
+        type: string
       requirements:
         description: 'Python dependencies to be installed through pip.'
         required: false
         default: '-r tests/requirements.txt'
         type: string
-      pacboy:
-        description: 'MSYS2 dependencies to be installed through pacboy (pacman).'
-        required: false
-        default: ""
-        type: string
       mingw_requirements:
         description: 'Override Python dependencies to be installed through pip on MSYS2 (MINGW64) only.'
         required: false
         default: ''
         type: string
+      macos_before_script:
+        description: 'Scripts to execute before pytest on macOS (Intel).'
+        required: false
+        default: ''
+        type: string
+      macos_arm_before_script:
+        description: 'Scripts to execute before pytest on macOS (ARM).'
+        required: false
+        default: ''
+        type: string
+      ubuntu_before_script:
+        description: 'Scripts to execute before pytest on Ubuntu.'
+        required: false
+        default: ''
+        type: string
+      mingw64_before_script:
+        description: 'Scripts to execute before pytest on Windows within MSYS2 MinGW64.'
+        required: false
+        default: ''
+        type: string
+      ucrt64_before_script:
+        description: 'Scripts to execute before pytest on Windows within MSYS2 UCRT64.'
+        required: false
+        default: ''
+        type: string
       root_directory:
         description: 'Working directory for running tests.'
         required: false
@@ -113,6 +148,19 @@ jobs:
       - name: ⏬ Checkout repository
         uses: actions/checkout@v4
 
+# Package Manager steps
+      - name: 🔧 Install homebrew dependencies on macOS
+        if: ( matrix.system == 'macos' || matrix.system == 'macos-arm' ) && inputs.brew != ''
+        run: brew install ${{ inputs.brew }}
+
+      - name: 🔧 Install apt dependencies on Ubuntu
+        if: matrix.system == 'ubuntu' && inputs.apt != ''
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y --no-install-recommends ${{ inputs.apt }}
+
+# Compute Dependencies for MSYS2 steps
+
       - name: 🔧 Install dependencies (system Python for Python shell)
         if: matrix.system == 'msys2'
         shell: pwsh
@@ -149,28 +197,34 @@ jobs:
           requirements = "${{ inputs.requirements }}"
           if requirements.startswith("-r"):
             requirementsFile = Path(requirements[2:].lstrip())
-            dependencies = loadRequirementsFile(requirementsFile)
+            try:
+              dependencies = loadRequirementsFile(requirementsFile)
+            except FileNotFoundError as ex:
+              print(f"::error title=FileNotFoundError::{ex}")
+              exit(1)
           else:
             dependencies = [req.strip() for req in requirements.split(" ")]
 
           packages = {
-            "coverage":    "python-coverage:p",
+            "coverage":            "python-coverage:p",
-            "igraph":      "igraph:p",
+            "docstr_coverage":     "python-pyyaml:p",
-            "jinja2":      "python-markupsafe:p",
+            "igraph":              "igraph:p",
-            "lxml":        "python-lxml:p",
+            "jinja2":              "python-markupsafe:p",
-            "numpy":       "python-numpy:p",
+            "lxml":                "python-lxml:p",
-            "markupsafe":  "python-markupsafe:p",
+            "numpy":               "python-numpy:p",
-            "pip":         "python-pip:p",
+            "markupsafe":          "python-markupsafe:p",
-            "ruamel.yaml": "python-ruamel-yaml:p python-ruamel.yaml.clib:p",
+            "pip":                 "python-pip:p",
-            "sphinx":      "python-markupsafe:p",
+            "pyyaml":              "python-pyyaml:p",
-            "tomli":       "python-tomli:p",
+            "ruamel.yaml":         "python-ruamel-yaml:p python-ruamel.yaml.clib:p",
-            "wheel":       "python-wheel:p",
+            "sphinx":              "python-markupsafe:p",
+            "tomli":               "python-tomli:p",
+            "wheel":               "python-wheel:p",
             "pyEDAA.ProjectModel": "python-ruamel-yaml:p python-ruamel.yaml.clib:p python-lxml:p",
             "pyEDAA.Reports":      "python-ruamel-yaml:p python-ruamel.yaml.clib:p python-lxml:p",
           }
           subPackages = {
             "pytooling": {
-              "yaml":      "python-ruamel-yaml:p python-ruamel.yaml.clib:p",
+              "yaml":              "python-ruamel-yaml:p python-ruamel.yaml.clib:p",
             },
           }
 
@@ -206,6 +260,8 @@ jobs:
           with github_output.open("a+") as f:
             f.write(f"pacboy_packages={' '.join(pacboyPackages)}\n")
 
+# Python setup
+
       - name: '🟦 Setup MSYS2 for ${{ matrix.runtime }}'
         if: matrix.system == 'msys2'
         uses: msys2/setup-msys2@v2
@@ -222,6 +278,8 @@ jobs:
         with:
           python-version: ${{ matrix.python }}
 
+# Python Dependency steps
+
       - name: 🔧 Install wheel,tomli and pip dependencies (native)
         if: matrix.system != 'msys2'
         run: |
@@ -237,6 +295,32 @@ jobs:
             python -m pip install --disable-pip-version-check ${{ inputs.requirements }}
           fi
 
+# Before scripts
+
+      - name: 🍎 macOS (Intel) before scripts
+        if: matrix.system == 'macos' && inputs.macos_before_script != ''
+        run: ${{ inputs.macos_before_script }}
+
+      - name: 🍏 macOS (ARM) before scripts
+        if: matrix.system == 'macos-arm' && inputs.macos_arm_before_script != ''
+        run: ${{ inputs.macos_arm_before_script }}
+
+      - name: 🐧 Ubuntu before scripts
+        if: matrix.system == 'ubuntu' && inputs.ubuntu_before_script != ''
+        run: ${{ inputs.ubuntu_before_script }}
+
+      # Windows before script
+
+      - name: 🪟🟦 MinGW64 before scripts
+        if: matrix.system == 'msys2' && matrix.runtime == 'MINGW64' && inputs.mingw64_before_script != ''
+        run: ${{ inputs.mingw64_before_script }}
+
+      - name: 🪟🟨 UCRT64 before scripts
+        if: matrix.system == 'msys2' && matrix.runtime == 'UCRT64' && inputs.ucrt64_before_script != ''
+        run: ${{ inputs.ucrt64_before_script }}
+
+# Read pyproject.toml
+
       - name: 🔁 Extract configurations from pyproject.toml
         id: getVariables
         shell: python
@@ -266,7 +350,9 @@ jobs:
               xmlFile       = Path(pyProjectSettings["tool"]["coverage"]["xml"]["output"])
               jsonFile      = Path(pyProjectSettings["tool"]["coverage"]["json"]["output"])
             else:
-              print(f"File '{pyProjectFile}' not found and no '.coveragerc' file specified.")
+              print(f"File '{pyProjectFile}' not found.")
+              print(f"::error title=FileNotFoundError::File '{pyProjectFile}' not found.")
+              exit(1)
 
           # Read output paths from '.coveragerc' file
           elif len(coverageRC) > 0:
@@ -280,6 +366,8 @@ jobs:
               jsonFile      = Path(coverageRCSettings["json"]["output"])
             else:
               print(f"File '{coverageRCFile}' not found.")
+              print(f"::error title=FileNotFoundError::File '{coverageRCFile}' not found.")
+              exit(1)
 
           # Write jobs to special file
           github_output = Path(getenv("GITHUB_OUTPUT"))
@@ -294,7 +382,9 @@ jobs:
 
           print(f"DEBUG:\n  html={htmlDirectory}\n  xml={xmlFile}\n  json={jsonFile}")
 
-      - name: ☑ Run unit tests (Ubuntu/macOS)
+# Run pytests
+
+      - name: ✅ Run unit tests (Ubuntu/macOS)
         if: matrix.system != 'windows'
         run: |
           export ENVIRONMENT_NAME="${{ matrix.envname }}"
@@ -310,7 +400,7 @@ jobs:
             python -m pytest -raP $PYTEST_ARGS --color=yes ${{ inputs.tests_directory || '.' }}/${{ inputs.unittest_directory }}
           fi
 
-      - name: ☑ Run unit tests (Windows)
+      - name: ✅ Run unit tests (Windows)
         if: matrix.system == 'windows'
         run: |
           $env:ENVIRONMENT_NAME = "${{ matrix.envname }}"
@@ -328,20 +418,26 @@ jobs:
 
       - name: Convert coverage to XML format (Cobertura)
         if: inputs.coverage_xml_artifact != ''
+        continue-on-error: true
         run: coverage xml --data-file=.coverage
 
       - name: Convert coverage to JSON format
         if: inputs.coverage_json_artifact != ''
+        continue-on-error: true
         run: coverage json --data-file=.coverage
 
       - name: Convert coverage to HTML format
         if: inputs.coverage_html_artifact != ''
+        continue-on-error: true
         run: |
           coverage html --data-file=.coverage -d ${{ steps.getVariables.outputs.coverage_report_html_directory }}
           rm ${{ steps.getVariables.outputs.coverage_report_html_directory }}/.gitignore
 
+# Upload artifacts
+
       - name: 📤 Upload 'TestReportSummary.xml' artifact
         if: inputs.unittest_xml_artifact != ''
+        continue-on-error: true
         uses: actions/upload-artifact@v4
         with:
           name: ${{ inputs.unittest_xml_artifact }}-${{ matrix.system }}-${{ matrix.runtime }}-${{ matrix.python }}
@@ -366,6 +462,7 @@ jobs:
         with:
           name: ${{ inputs.coverage_sqlite_artifact }}-${{ matrix.system }}-${{ matrix.runtime }}-${{ matrix.python }}
           path: .coverage
+          include-hidden-files: true
           if-no-files-found: error
           retention-days: 1
 

.github/workflows/VerifyDocs.yml

@@ -35,7 +35,7 @@ jobs:
 
   VerifyDocs:
     name: 👍 Verify example snippets using Python ${{ inputs.python_version }}
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
 
     steps:
       - name: ⏬ Checkout repository
@@ -72,7 +72,7 @@ jobs:
       - name: Print example.py
         run: cat tests/docs/example.py
 
-      - name: ☑ Run example snippet
+      - name: ✅ Run example snippet
         working-directory: tests/docs
         run: |
           python3 example.py

.github/workflows/_Checking_ArtifactCleanup.yml

@@ -36,7 +36,7 @@ jobs:
     name: Package generation
     needs:
       - Params
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     steps:
       - name: Package creation
         run: echo "Package" >> package.txt

.github/workflows/_Checking_Parameters.yml

@@ -64,14 +64,14 @@ jobs:
       - Params_Exclude
       - Params_Disable
       - Params_All
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     defaults:
       run:
         shell: python
     steps:
       - name: Install dependencies
         shell: bash
-        run: pip install pyTooling
+        run: pip install --disable-pip-version-check --break-system-packages pyTooling
       # Params_Default
       - name: Checking results from 'Params_Default'
         run: |

.github/workflows/_Checking_Pipeline.yml

@@ -84,10 +84,12 @@ jobs:
       codacy_token: ${{ secrets.CODACY_PROJECT_TOKEN }}
 
   PublishTestResults:
-    uses: pyTooling/Actions/.github/workflows/PublishTestResults.yml@r1
+    uses: pyTooling/Actions/.github/workflows/PublishTestResults.yml@dev
     needs:
       - UnitTesting
       - PlatformTesting
+    with:
+      additional_merge_args: '-d "--pytest=rewrite-dunder-init;reduce-depth:pytest.tests.unit;reduce-depth:pytest.tests.platform"'
 
   Package:
     uses: pyTooling/Actions/.github/workflows/Package.yml@r1

.gitignore

@@ -13,6 +13,7 @@ coverage.xml
 
 # pytest
 /report/unit
+/tests/*.github
 
 # setuptools
 /build/**/*.*

dist/requirements.txt

@@ -0,0 +1,2 @@
+wheel ~= 0.44
+twine ~= 5.1

doc/Action/Releaser.rst

@@ -81,7 +81,7 @@ The following block shows a minimal YAML workflow file:
 
    jobs:
      mwe:
-       runs-on: ubuntu-latest
+       runs-on: ubuntu-24.04
        steps:
 
        # Clone repository
@@ -171,7 +171,7 @@ For prototyping purposes, the following job might be useful:
 
    Release:
      name: '📦 Release'
-     runs-on: ubuntu-latest
+     runs-on: ubuntu-24.04
      needs:
        - ...
      if: github.event_name != 'pull_request' && (github.ref == 'refs/heads/master' || contains(github.ref, 'refs/tags/'>`__)

doc/Instantiation.rst

@@ -76,7 +76,7 @@ Documentation Only (Sphinx)
        needs:
          - BuildTheDocs
          - PublishToGitHubPages
-       runs-on: ubuntu-latest
+       runs-on: ubuntu-24.04
 
        steps:
          - name: 🗑️ Delete artifacts

doc/JobTemplate/Release.rst

@@ -12,13 +12,36 @@ This job creates a Release Page on GitHub.
    **Automated Release created on: ${{ steps.getVariables.outputs.datetime }}**
 
    # New Features
+
+   * tbd
    * tbd
 
    # Changes
+
+   * tbd
    * tbd
 
    # Bug Fixes
+
    * tbd
+   * tbd
+
+   # Documentation
+
+   * tbd
+   * tbd
+
+   # Unit Tests
+
+   * tbd
+   * tbd
+
+   ----------
+   # Related Issues and Pull-Requests
+
+   * tbd
+   * tbd
+
 
 **Behavior:**
 

doc/conf.py

@@ -60,10 +60,10 @@ pygments_style = "manni"
 # ==============================================================================
 # Restructured Text settings
 # ==============================================================================
-prologPath = "prolog.inc"
+prologPath = Path("prolog.inc")
 try:
-	with open(prologPath, "r") as prologFile:
+	with prologPath.open("r", encoding="utf-8") as fileHandle:
-		rst_prolog = prologFile.read()
+		rst_prolog = fileHandle.read()
 except Exception as ex:
 	print(f"[ERROR:] While reading '{prologPath}'.")
 	print(ex)

doc/index.rst

@@ -100,6 +100,9 @@ References
 
 - `hdl/containers#48 <https://github.com/hdl/containers/issues/48>`__
 
+
+.. _CONTRIBUTORS:
+
 Contributors
 ************
 
@@ -108,6 +111,8 @@ Contributors
 * `and more... <https://GitHub.com/pyTooling/Actions/graphs/contributors>`__
 
 
+.. _LICENSE:
+
 License
 *******
 

doc/requirements.txt

@@ -1,10 +1,10 @@
 -r ../requirements.txt
 
-pyTooling ~= 6.1
+pyTooling ~= 6.6
 
 # Enforce latest version on ReadTheDocs
-sphinx ~= 7.3
+sphinx ~= 7.4
-docutils ~= 0.18.0
+docutils ~= 0.20
 
 # Sphinx Extenstions
 #sphinx.ext.coverage
@@ -16,5 +16,5 @@ sphinxcontrib-mermaid>=0.9.2
 autoapi >= 2.0.1
 sphinx_fontawesome >= 0.0.6
 sphinx-inline-tabs >= 2023.4.21
-sphinx_autodoc_typehints ~= 2.1
+sphinx_autodoc_typehints ~= 2.3
 # changelog>=0.3.5

pyproject.toml

@@ -1,8 +1,8 @@
 [build-system]
 requires = [
-  "setuptools ~= 69.5",
+  "setuptools ~= 75.1",
-  "wheel ~= 0.40.0",
+  "wheel ~= 0.44",
-  "pyTooling ~= 6.1"
+  "pyTooling ~= 6.6"
 ]
 build-backend = "setuptools.build_meta"
 

releaser/README.md

@@ -75,7 +75,7 @@ on:
 
 jobs:
   mwe:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     steps:
 
     # Clone repository
@@ -156,7 +156,7 @@ For prototyping purposes, the following job might be useful:
 ```yml
   Release:
     name: '📦 Release'
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     needs:
       - ...
     if: github.event_name != 'pull_request' && (github.ref == 'refs/heads/master' || contains(github.ref, 'refs/tags/'))

requirements.txt

@@ -1 +1 @@
-pyTooling ~= 6.1
+pyTooling ~= 6.6

tests/pacman_packages.py

@@ -0,0 +1,91 @@
+from os import getenv
+from pathlib import Path
+from re import compile
+from sys import version
+
+print(f"Python: {version}")
+
+
+def loadRequirementsFile(requirementsFile: Path):
+	requirements = []
+	with requirementsFile.open("r") as file:
+		for line in file.readlines():
+			line = line.strip()
+			if line.startswith("#") or line.startswith("https") or line == "":
+				continue
+			elif line.startswith("-r"):
+				# Remove the first word/argument (-r)
+				requirements += loadRequirementsFile(requirementsFile.parent / line[2:].lstrip())
+			else:
+				requirements.append(line)
+
+	return requirements
+
+
+requirements = "-r ../tests/requirements.txt"
+if requirements.startswith("-r"):
+	requirementsFile = Path(requirements[2:].lstrip())
+	try:
+		dependencies = loadRequirementsFile(requirementsFile)
+	except FileNotFoundError as ex:
+		print(f"::error title=FileNotFound::{ex}")
+		exit(1)
+else:
+	dependencies = [req.strip() for req in requirements.split(" ")]
+
+packages = {
+	"coverage": "python-coverage:p",
+	"igraph": "igraph:p",
+	"jinja2": "python-markupsafe:p",
+	"lxml": "python-lxml:p",
+	"numpy": "python-numpy:p",
+	"markupsafe": "python-markupsafe:p",
+	"pip": "python-pip:p",
+	"ruamel.yaml": "python-ruamel-yaml:p python-ruamel.yaml.clib:p",
+	"sphinx": "python-markupsafe:p",
+	"tomli": "python-tomli:p",
+	"wheel": "python-wheel:p",
+	"pyEDAA.ProjectModel": "python-ruamel-yaml:p python-ruamel.yaml.clib:p python-lxml:p",
+	"pyEDAA.Reports": "python-ruamel-yaml:p python-ruamel.yaml.clib:p python-lxml:p",
+}
+subPackages = {
+	"pytooling": {
+		"yaml": "python-ruamel-yaml:p python-ruamel.yaml.clib:p",
+	},
+}
+
+regExp = compile(
+	r"(?P<PackageName>[\w_\-\.]+)(?:\[(?P<SubPackages>(?:\w+)(?:\s*,\s*\w+)*)\])?(?:\s*(?P<Comperator>[<>~=]+)\s*)(?P<Version>\d+(?:\.\d+)*)(?:-(?P<VersionExtension>\w+))?")
+
+pacboyPackages = set(("python-pip:p", "python-wheel:p", "python-tomli:p"))
+print(f"Processing dependencies ({len(dependencies)}):")
+for dependency in dependencies:
+	print(f"  {dependency}")
+
+	match = regExp.match(dependency.lower())
+	if not match:
+		print(f"    Wrong format: {dependency}")
+		print(f"::error title=Identifying Pacboy Packages::Unrecognized dependency format '{dependency}'")
+		continue
+
+	package = match["PackageName"]
+	if package in packages:
+		rewrite = packages[package]
+		print(f"    Found rewrite rule for '{package}': {rewrite}")
+		pacboyPackages.add(rewrite)
+
+	if match["SubPackages"] and package in subPackages:
+		for subPackage in match["SubPackages"].split(","):
+			if subPackage in subPackages[package]:
+				rewrite = subPackages[package][subPackage]
+				print(f"    Found rewrite rule for '{package}[..., {subPackage}, ...]': {rewrite}")
+				pacboyPackages.add(rewrite)
+
+# Write jobs to special file
+github_output = Path(getenv("GITHUB_OUTPUT"))
+print(f"GITHUB_OUTPUT: {github_output}")
+with github_output.open("a+") as f:
+	f.write(f"pacboy_packages={' '.join(pacboyPackages)}\n")
+
+print(f"GITHUB_OUTPUT:")
+print(f"pacboy_packages={' '.join(pacboyPackages)}\n")

tests/python_jobs.py

@@ -0,0 +1,216 @@
+from json import dumps as json_dumps
+from os import getenv
+from pathlib import Path
+from textwrap import dedent
+from typing import Iterable
+
+name = "example".strip()
+python_version = "3.12".strip()
+systems = "ubuntu windows macos-arm mingw64 ucrt64".strip()
+versions = "3.8 3.9 3.10 3.11 3.12".strip()
+include_list = "".strip()
+exclude_list = "".strip()
+disable_list = "".strip()
+
+currentMSYS2Version = "3.11"
+currentAlphaVersion = "3.13"
+currentAlphaRelease = "3.13.0-alpha.1"
+
+if systems == "":
+	print("::error title=Parameter::system_list is empty.")
+else:
+	systems = [sys.strip() for sys in systems.split(" ")]
+
+if versions == "":
+	versions = [python_version]
+else:
+	versions = [ver.strip() for ver in versions.split(" ")]
+
+if include_list == "":
+	includes = []
+else:
+	includes = [tuple(include.strip().split(":")) for include in include_list.split(" ")]
+
+if exclude_list == "":
+	excludes = []
+else:
+	excludes = [exclude.strip() for exclude in exclude_list.split(" ")]
+
+if disable_list == "":
+	disabled = []
+else:
+	disabled = [disable.strip() for disable in disable_list.split(" ")]
+
+if "3.7" in versions:
+	print("::warning title=Deprecated::Support for Python 3.7 ended in 2023.06.27.")
+if "msys2" in systems:
+	print("::warning title=Deprecated::System 'msys2' will be replaced by 'mingw64'.")
+if currentAlphaVersion in versions:
+	print(f"::notice title=Experimental::Python {currentAlphaVersion} ({currentAlphaRelease}) is a pre-release.")
+for disable in disabled:
+	print(f"::warning title=Disabled Python Job::System '{disable}' temporarily disabled.")
+
+# see https://raw.githubusercontent.com/actions/python-versions/main/versions-manifest.json
+data = {
+	# Python and PyPy versions supported by "setup-python" action
+	"python": {
+		"3.7": {"icon": "⚫", "until": "2023.06.27"},
+		"3.8": {"icon": "🔴", "until": "2024.10"},
+		"3.9": {"icon": "🟠", "until": "2025.10"},
+		"3.10": {"icon": "🟡", "until": "2026.10"},
+		"3.11": {"icon": "🟢", "until": "2027.10"},
+		"3.12": {"icon": "🟢", "until": "2028.10"},
+		#  "3.13":      { "icon": "🟣",  "until": "2028.10" },
+		"pypy-3.7": {"icon": "⟲⚫", "until": "????.??"},
+		"pypy-3.8": {"icon": "⟲🔴", "until": "????.??"},
+		"pypy-3.9": {"icon": "⟲🟠", "until": "????.??"},
+		"pypy-3.10": {"icon": "⟲🟡", "until": "????.??"},
+	},
+	# Runner systems (runner images) supported by GitHub Actions
+	"sys": {
+		"ubuntu": {"icon": "🐧", "runs-on": "ubuntu-24.04", "shell": "bash", "name": "Linux (x86-64)"},
+		"windows": {"icon": "🪟", "runs-on": "windows-latest", "shell": "pwsh", "name": "Windows (x86-64)"},
+		"macos": {"icon": "🍎", "runs-on": "macos-latest-large", "shell": "bash", "name": "macOS (x86-64)"},
+		"macos-arm": {"icon": "🍏", "runs-on": "macos-latest", "shell": "bash", "name": "macOS (arm64)"},
+	},
+	# Runtimes provided by MSYS2
+	"runtime": {
+		"msys": {"icon": "🪟🟪", "name": "Windows+MSYS2 (x86-64) - MSYS"},
+		"mingw32": {"icon": "🪟⬛", "name": "Windows+MSYS2 (x86-64) - MinGW32"},
+		"mingw64": {"icon": "🪟🟦", "name": "Windows+MSYS2 (x86-64) - MinGW64"},
+		"clang32": {"icon": "🪟🟫", "name": "Windows+MSYS2 (x86-64) - Clang32"},
+		"clang64": {"icon": "🪟🟧", "name": "Windows+MSYS2 (x86-64) - Clang64"},
+		"ucrt64": {"icon": "🪟🟨", "name": "Windows+MSYS2 (x86-64) - UCRT64"},
+	}
+}
+
+print(f"includes ({len(includes)}):")
+for system, version in includes:
+	print(f"- {system}:{version}")
+print(f"excludes ({len(excludes)}):")
+for exclude in excludes:
+	print(f"- {exclude}")
+print(f"disabled ({len(disabled)}):")
+for disable in disabled:
+	print(f"- {disable}")
+
+
+def match(combination: str, pattern: str) -> bool:
+	system, version = combination.split(":")
+	sys, ver = pattern.split(":")
+
+	if sys == "*":
+		return (ver == "*") or (version == ver)
+	elif system == sys:
+		return (ver == "*") or (version == ver)
+	else:
+		return False
+
+
+def notIn(combination: str, patterns: Iterable[str]) -> bool:
+	for pattern in patterns:
+		if match(combination, pattern):
+			return False
+
+	return True
+
+combinations = [
+								 (system, version)
+								 for system in systems
+								 if system in data["sys"]
+								 for version in versions
+								 if version in data["python"]
+										and notIn(f"{system}:{version}", excludes)
+										and notIn(f"{system}:{version}", disabled)
+							 ] + [
+								 (system, currentMSYS2Version)
+								 for system in systems
+								 if system in data["runtime"]
+										and notIn(f"{system}:{currentMSYS2Version}", excludes)
+										and notIn(f"{system}:{currentMSYS2Version}", disabled)
+							 ] + [
+								 (system, version)
+								 for system, version in includes
+								 if system in data["sys"]
+										and version in data["python"]
+										and notIn(f"{system}:{version}", disabled)
+							 ]
+print(f"Combinations ({len(combinations)}):")
+for system, version in combinations:
+	print(f"- {system}:{version}")
+
+jobs = [
+				 {
+					 "sysicon": data["sys"][system]["icon"],
+					 "system": system,
+					 "runs-on": data["sys"][system]["runs-on"],
+					 "runtime": "native",
+					 "shell": data["sys"][system]["shell"],
+					 "pyicon": data["python"][version]["icon"],
+					 "python": currentAlphaRelease if version == currentAlphaVersion else version,
+					 "envname": data["sys"][system]["name"],
+				 }
+				 for system, version in combinations if system in data["sys"]
+			 ] + [
+				 {
+					 "sysicon": data["runtime"][runtime]["icon"],
+					 "system": "msys2",
+					 "runs-on": "windows-latest",
+					 "runtime": runtime.upper(),
+					 "shell": "msys2 {0}",
+					 "pyicon": data["python"][currentMSYS2Version]["icon"],
+					 "python": version,
+					 "envname": data["runtime"][runtime]["name"],
+				 }
+				 for runtime, version in combinations if runtime not in data["sys"]
+			 ]
+
+artifact_names = {
+	"unittesting_xml": f"{name}-UnitTestReportSummary-XML",
+	"unittesting_html": f"{name}-UnitTestReportSummary-HTML",
+	"perftesting_xml": f"{name}-PerformanceTestReportSummary-XML",
+	"benchtesting_xml": f"{name}-BenchmarkTestReportSummary-XML",
+	"apptesting_xml": f"{name}-ApplicationTestReportSummary-XML",
+	"codecoverage_sqlite": f"{name}-CodeCoverage-SQLite",
+	"codecoverage_xml": f"{name}-CodeCoverage-XML",
+	"codecoverage_json": f"{name}-CodeCoverage-JSON",
+	"codecoverage_html": f"{name}-CodeCoverage-HTML",
+	"statictyping_html": f"{name}-StaticTyping-HTML",
+	"package_all": f"{name}-Packages",
+	"documentation_html": f"{name}-Documentation-HTML",
+	"documentation_latex": f"{name}-Documentation-LaTeX",
+	"documentation_pdf": f"{name}-Documentation-PDF",
+}
+
+# Deprecated structure
+params = {
+	"python_version": python_version,
+	"artifacts": {
+		"unittesting": f"{artifact_names['unittesting_xml']}",
+		"coverage": f"{artifact_names['codecoverage_html']}",
+		"typing": f"{artifact_names['statictyping_html']}",
+		"package": f"{artifact_names['package_all']}",
+		"doc": f"{artifact_names['documentation_html']}",
+	}
+}
+
+print("Parameters:")
+print(f"  python_version: {python_version}")
+print(f"  python_jobs ({len(jobs)}):\n" +
+			"".join(
+				[f"    {{ " + ", ".join([f"\"{key}\": \"{value}\"" for key, value in job.items()]) + f" }},\n" for job in jobs])
+			)
+print(f"  artifact_names ({len(artifact_names)}):")
+for id, name in artifact_names.items():
+	print(f"    {id:>20}: {name}")
+
+# Write jobs to special file
+github_output = Path(getenv("GITHUB_OUTPUT"))
+print(f"GITHUB_OUTPUT: {github_output}")
+with github_output.open("a+", encoding="utf-8") as f:
+	f.write(dedent(f"""\
+    python_version={python_version}
+    python_jobs={json_dumps(jobs)}
+    artifact_names={json_dumps(artifact_names)}
+    params={json_dumps(params)}
+"""))

tests/requirements.txt

@@ -1,13 +1,13 @@
 -r ../requirements.txt
 
 # Coverage collection
-Coverage ~= 7.5
+Coverage ~= 7.6
 
 # Test Runner
-pytest ~= 8.1
+pytest ~= 8.3
 pytest-cov ~= 5.0
 
 # Static Type Checking
-mypy ~= 1.10
+mypy ~= 1.11
-typing_extensions ~= 4.11
+typing_extensions ~= 4.12
-lxml ~= 5.1
+lxml ~= 5.3