Add MKLMemory class to expose MKL allocated memory via Python buffer protocol

.github/AGENTS.md

@@ -4,7 +4,10 @@ CI/CD workflows, automation, security scanning, and package distribution.
 
 ## Workflows
 - **conda-package.yml** — main build/test pipeline (Linux/Windows, Python 3.10-3.14)
+- **conda-package-cf.yml** — build/test using only conda-forge channel (Linux/Windows, Python 3.10-3.14)
 - **build-with-clang.yml** — Linux Clang compiler compatibility validation
+- **build-with-standard-clang.yml** — standard Clang compiler compatibility validation
+- **build_pip.yml** — validates editable build
 - **pre-commit.yml** — code quality checks (flake8, etc.)
 - **openssf-scorecard.yml** — security posture scanning
 

.github/copilot-instructions.md

@@ -37,7 +37,7 @@ Higher-precedence file overrides; lower must not restate overridden guidance.
 - Build/config: `pyproject.toml`, `setup.py`
 - Recipe/deps: `conda-recipe/meta.yaml`, `conda-recipe/conda_build_config.yaml`
 - CI: `.github/workflows/*.{yml,yaml}`
-- API contracts: `mkl/__init__.py`, `mkl/_mkl_service.pyx`
+- API contracts: `mkl/__init__.py`, `mkl/_py_mkl_service.pyx`
 - Tests: `mkl/tests/test_mkl_service.py`
 
 ## MKL-specific constraints

.github/workflows/build-with-clang.yml

@@ -14,7 +14,7 @@ jobs:
 
     strategy:
       matrix:
-        python: ["3.10", "3.11", "3.12", "3.13"]
+        python: ["3.10", "3.11", "3.12", "3.13", "3.14"]
 
     env:
       ONEAPI_ROOT: /opt/intel/oneapi
@@ -40,7 +40,6 @@ jobs:
       - name: Install Intel OneAPI
         run: |
           sudo apt-get install intel-oneapi-compiler-dpcpp-cpp
-          sudo apt-get install intel-oneapi-tbb
           sudo apt-get install intel-oneapi-mkl-devel
 
       - name: Setup Python
@@ -55,12 +54,8 @@ jobs:
           fetch-depth: 0
 
       - name: Install mkl-service dependencies
-        uses: BSFishy/pip-action@8f2d471d809dc20b6ada98c91910b6ae6243f318 # v1
-        with:
-          packages: |
-            cython
-            setuptools>=77
-            pytest
+        run: |
+          pip install meson-python cython cmake ninja
 
       - name: List oneAPI folder content
         run: ls ${{ env.ONEAPI_ROOT }}/compiler
@@ -71,9 +66,10 @@ jobs:
           echo "$CMPLR_ROOT"
           export CC="$CMPLR_ROOT/bin/icx"
           export CFLAGS="${CFLAGS} -fno-fast-math"
-          python setup.py develop
+          pip install . --no-build-isolation --no-deps --verbose
 
       - name: Run mkl-service tests
         run: |
           source ${{ env.ONEAPI_ROOT }}/setvars.sh
+          pip install pytest
           pytest -s -v --pyargs mkl

.github/workflows/build-with-standard-clang.yml

@@ -0,0 +1,62 @@
+name: Build project with standard clang compiler
+
+on:
+  pull_request:
+  push:
+    branches: [master]
+
+permissions: read-all
+
+jobs:
+  build-with-standard-clang:
+    runs-on: ubuntu-latest
+
+    strategy:
+      matrix:
+        python: ["3.10", "3.11", "3.12", "3.13", "3.14"]
+
+    env:
+      COMPILER_ROOT: /usr/bin
+
+    defaults:
+      run:
+        shell: bash -el {0}
+
+    steps:
+      - name: Cancel Previous Runs
+        uses: styfle/cancel-workflow-action@3155a141048f8f89c06b4cdae32e7853e97536bc # 0.13.0
+        with:
+          access_token: ${{ github.token }}
+
+      - name: Install Dependencies
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y clang
+
+      - name: Setup Python
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+        with:
+          python-version: ${{ matrix.python }}
+          architecture: x64
+
+      - name: Checkout repo
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          fetch-depth: 0
+
+      - name: Install mkl-service dependencies
+        run: |
+          pip install meson-python cython cmake ninja mkl-devel
+
+      - name: Build mkl-service
+        run: |
+          export CC=${{ env.COMPILER_ROOT }}/clang
+          pip install . --no-build-isolation --no-deps --verbose
+
+      - name: Run mkl-service tests
+        run: |
+          pip install pytest
+          # mkl-service cannot be installed in editable mode, we need
+          # to change directory before importing it and running tests
+          cd ..
+          pytest -s -v --pyargs mkl

.github/workflows/build_pip.yml

@@ -0,0 +1,48 @@
+name: Editable build using pip
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+
+permissions: read-all
+
+env:
+  PACKAGE_NAME: mkl-service
+  MODULE_NAME: mkl-service
+  TEST_ENV_NAME: test_mkl_service
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    defaults:
+      run:
+         shell: bash -el {0}
+
+    strategy:
+      matrix:
+        python: ["3.10", "3.11", "3.12", "3.13", "3.14"]
+
+    steps:
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          fetch-depth: 0
+
+      - uses: conda-incubator/setup-miniconda@fc2d68f6413eb2d87b895e92f8584b5b94a10167 # v3.3.0
+        with:
+          miniforge-version: latest
+          channels: conda-forge
+          activate-environment: test
+          python-version: ${{ matrix.python }}
+
+      - name: Install MKL
+        run: |
+          conda install mkl-devel mkl
+
+      - name: Build conda package
+        run: |
+          pip install --no-cache-dir meson-python ninja cmake cython
+          pip install -e ".[test]" --no-build-isolation --verbose
+          pip list
+          python -m pytest -v mkl/tests

AGENTS.md

@@ -15,29 +15,35 @@ Originally part of Intel® Distribution for Python*, now a standalone package av
 
 ## Key components
 - **Python interface:** `mkl/__init__.py` — public API surface
-- **Cython wrapper:** `mkl/_mkl_service.pyx` — wraps MKL support functions
+- **Cython wrapper:** `mkl/_py_mkl_service.pyx` — wraps MKL support functions
 - **C init module:** `mkl/_mklinitmodule.c` — Linux-side MKL runtime preloading / initialization
 - **Helper:** `mkl/_init_helper.py` — Windows venv DLL loading helper
-- **Build system:** setuptools + Cython
+- **Build system:** meson-python + Cython
 
 ## Build dependencies
 **Required:**
 - Intel® oneMKL
+- meson-python
+- CMake
+- Ninja
 - Cython
 - Python 3.10+
 
 **Conda environment:**
 ```bash
-conda install -c conda-forge mkl-devel cython
-python setup.py install
+conda install -c conda-forge mkl-devel cython meson-python cmake ninja
+python -m pip install --no-deps --no-build-isolation .
 ```
 
 ## CI/CD
 - **Platforms in CI workflows:** Linux, Windows
 - **Python versions:** 3.10, 3.11, 3.12, 3.13, 3.14
 - **Workflows:** `.github/workflows/`
   - `conda-package.yml` — main conda build/test pipeline
+  - `conda-package-cf.yml — conda build/test using only conda-forge channel
   - `build-with-clang.yml` — Linux Clang compatibility
+  - `build-with-standard-clang.yml` — standard Clang compiler compatibility validation
+  - `build_pip` — validates editable build
   - `pre-commit.yml` — code quality checks
   - `openssf-scorecard.yml` — security scanning
 
@@ -85,4 +91,6 @@ Below directories have local `AGENTS.md` for deeper context:
 For broader IntelPython ecosystem context, see:
 - `mkl_umath` (MKL-backed NumPy ufuncs)
 - `mkl_random` (MKL-based random number generation)
+- `mkl_fft` (MKL-based fast fourier transform functions)
 - `dpnp` (Data Parallel NumPy)
+- `dpctl` (Data Parallel Control)

README.md

@@ -29,3 +29,28 @@ A short example, illustrating its use:
 ```
 
 For more information about the usage of support functions see [Developer Reference for Intel® oneAPI Math Kernel Library for C](https://www.intel.com/content/www/us/en/docs/onemkl/developer-reference-c/2025-2/support-functions.html).
+
+---
+
+## Building
+
+A C compiler and Intel(R) OneAPI Math Kernel Library (OneMKL) are required to build mkl-service from source.
+
+Executing
+```sh
+python -m pip install .
+```
+
+will pull in the required build and runtime dependencies, including `mkl`, and build `mkl-service`.
+
+With an existing system or Conda `mkl` installation, build dependencies
+- `mkl-devel`
+- `meson-python`
+- `cmake`
+- `ninja`
+- `cython`
+
+then, simply execute
+```
+python -m pip install --no-build-isolation --no-deps .
+```

conda-recipe-cf/bld.bat

@@ -1,5 +1,4 @@
 @rem Remember to activate Intel Compiler, or remove these two lines to use Microsoft Visual Studio compiler
 
-set MKLROOT=%PREFIX%
-%PYTHON% setup.py build --force install --old-and-unmanageable
+%PYTHON% -m pip install --no-deps --no-build-isolation .
 if errorlevel 1 exit 1

conda-recipe-cf/build.sh

@@ -1,2 +1,2 @@
 #!/bin/bash -x
-MKLROOT=$PREFIX $PYTHON setup.py build --force install --old-and-unmanageable
+$PYTHON -m pip install --no-deps --no-build-isolation .

conda-recipe-cf/meta.yaml

@@ -19,15 +19,17 @@ requirements:
       - {{ compiler('c') }}
       - {{ stdlib('c') }}
     host:
+      - meson-python >=0.13.0
+      - meson
+      - cmake
+      - ninja
       - python
       - python-gil     # [py>=314]
       - pip >=25.0
-      - setuptools >=77
       - mkl-devel  # [not osx]
       - mkl-devel <2024 # [osx]
       - cython
       - wheel >=0.45.1
-      - python-build >=1.2.2
     run:
       - python
       - python-gil     # [py>=314]

conda-recipe/bld.bat

@@ -2,13 +2,6 @@ echo on
 rem set CFLAGS=-I%PREFIX%\Library\include %CFLAGS%
 rem set LDFLAGS=/LIBPATH:%PREFIX% %LDFLAGS%
 
-set MKLROOT=%CONDA_PREFIX%
-
-"%PYTHON%" setup.py clean --all
-
-:: Make CMake verbose
-set "VERBOSE=1"
-
 :: -wnx flags mean: --wheel --no-isolation --skip-dependency-check
 %PYTHON% -m build -w -n -x
 if %ERRORLEVEL% neq 0 exit 1

conda-recipe/build.sh

@@ -1,15 +1,12 @@
 #!/bin/bash
 set -ex
 
-export MKLROOT=$CONDA_PREFIX
-
 read -r GLIBC_MAJOR GLIBC_MINOR <<<"$(conda list '^sysroot_linux-64$' \
     | tail -n 1 | awk '{print $2}' | grep -oP '\d+' | head -n 2 | tr '\n' ' ')"
 
-${PYTHON} setup.py clean --all
-
-# Make CMake verbose
-export VERBOSE=1
+if [ -d "build" ]; then
+    rm -rf build
+fi
 
 # -wnx flags mean: --wheel --no-isolation --skip-dependency-check
 ${PYTHON} -m build -w -n -x

conda-recipe/meta.yaml

@@ -18,14 +18,17 @@ requirements:
       - {{ compiler('c') }}
       - {{ stdlib('c') }}
     host:
+      - meson-python >=0.13.0
+      - meson
+      - cmake
+      - ninja
       - python
       - python-gil     # [py>=314]
+      - python-build
       - pip >=25.0
-      - setuptools >=77
       - mkl-devel
       - cython
       - wheel >=0.45.1
-      - python-build >=1.2.2
     run:
       - python
       - python-gil     # [py>=314]