From cb425c9b6e227b41ef12a1bbf81ccb52f8e11a67 Mon Sep 17 00:00:00 2001 From: "Ashwin V. Mohanan" Date: Tue, 11 Nov 2025 11:34:19 +0100 Subject: [PATCH 01/12] Add cython lesson from hpda-python as is --- content/accel-cython.rst | 163 ++++++++++++++++++ content/example/cython/integrate_cython.py | 21 +++ .../example/cython/integrate_cython_dtype.py | 61 +++++++ .../example/cython/integrate_cython_dtype0.py | 21 +++ .../example/cython/integrate_cython_dtype1.py | 21 +++ .../example/cython/integrate_cython_dtype2.py | 27 +++ content/img/cython_annotate.png | Bin 0 -> 159659 bytes content/img/cython_annotate_2.png | Bin 0 -> 259369 bytes content/index.md | 1 + 9 files changed, 315 insertions(+) create mode 100644 content/accel-cython.rst create mode 100644 content/example/cython/integrate_cython.py create mode 100644 content/example/cython/integrate_cython_dtype.py create mode 100644 content/example/cython/integrate_cython_dtype0.py create mode 100644 content/example/cython/integrate_cython_dtype1.py create mode 100644 content/example/cython/integrate_cython_dtype2.py create mode 100644 content/img/cython_annotate.png create mode 100644 content/img/cython_annotate_2.png diff --git a/content/accel-cython.rst b/content/accel-cython.rst new file mode 100644 index 0000000..c707d9f --- /dev/null +++ b/content/accel-cython.rst @@ -0,0 +1,163 @@ +Cython +------ + +Cython is a superset of Python that additionally supports calling C functions and declaring C types on variables and class attributes. +Under Cython, source code gets translated into optimized C/C++ code and compiled as Python extension modules. + +Developers can run the ``cython`` command-line utility to produce a ``.c`` file from a ``.py`` file which needs to be compiled with a C compiler to an ``.so`` library which can then be directly imported in a Python program. +There is, however, also an easy way to use Cython directly from Jupyter notebooks through the ``%%cython`` magic command. Herein, we restrict the discussion to the Jupyter-way. +A full overview of Cython capabilities refers to the `documentation `_. + +.. demo:: Demo: Cython + + Consider a problem to integrate a function: + + .. math:: + \int^{b}_{a}(x^2-x)dx + + +Cython: Benchmarking (step 1) +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +In order to use Cython, we need to import the Cython extension: + +.. code-block:: ipython + + %load_ext cython + +As a first cythonization step, we add the cython magic command (``%%cython -a``) on top of Jupyter code cell. +We start by a simply compiling the Python code using Cython without any changes. The code is shown below: + +.. literalinclude:: example/cython/integrate_cython.py + +The yellow coloring in the output shows us the amount of pure Python code: + +.. figure:: img/cython_annotate.png + +Our task is to remove as much yellow as possible by *static typing*, *i.e.* explicitly declaring arguments, parameters, variables and functions. + +We benchmark the Python code just using Cython, and it gives us about 10%-20% increase in performance. + +.. code-block:: ipython + + %timeit apply_integrate_f_cython(df['a'], df['b'], df['N']) + # 141 ms ± 3.07 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) + + +Cython: Adding data type annotation to input variables (step 2) +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Now we can start adding data type annotation to the input variables as highlightbed in the code example/cython below: + +.. literalinclude:: example/cython/integrate_cython_dtype0.py + :emphasize-lines: 6,9,16 + +.. code-block:: ipython + + # this will not work + #%timeit apply_integrate_f_cython_dtype0(df['a'], df['b'], df['N']) + + # this command works (see the description below) + %timeit apply_integrate_f_cython_dtype0(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy()) + # 64.1 ms ± 0.50 ms per loop (mean ± std. dev. of 7 runs, 10 loops each) + +.. warning:: + + You can not pass a Series directly since Cython definition is specific to an array. + Instead we should use ``Series.to_numpy()`` to get the underlying NumPy array which works nicely with Cython. + +.. note:: + + Cython uses the normal C syntax for types and provides all standard ones, including pointers. + Here is a list of a few example/cythons: + + .. csv-table:: + :widths: auto + :delim: ; + + NumPy dtype; Cython type identifier; C type identifier + import numpy as np; cimport numpy as cnp ; + np.bool\_; N/A ; N/A + np.int\_; cnp.int_t; long + np.intc; N/A ; int + np.intp; cnp.intp_t; ssize_t + np.int8; cnp.int8_t; signed char + np.int16; cnp.int16_t; signed short + np.int32; cnp.int32_t; signed int + np.int64; cnp.int64_t; signed long long + np.uint8; cnp.uint8_t; unsigned char + np.uint16; cnp.uint16_t; unsigned short + np.uint32; cnp.uint32_t; unsigned int + np.uint64; cnp.uint64_t; unsigned long + np.float\_; cnp.float64_t; double + np.float32; cnp.float32_t; float + np.float64; cnp.float64_t; double + np.complex\_; cnp.complex128_t; double complex + np.complex64; cnp.complex64_t; float complex + np.complex128; cnp.complex128_t; double complex + +.. note:: + + Differences between ``import`` (for Python) and ``cimport`` (for Cython) statements + + - ``import`` gives access to Python libraries, functions or attributes + - ``cimport`` gives access to C libraries, functions or attributes + - it is common to use the following, and Cython will internally handle this ambiguity + + .. code-block:: ipython + + import numpy as np # access to NumPy Python functions + cimport numpy as np # access to NumPy C API + + +Cython: Adding data type annotation to functions (step 3) +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Next step, we further add type annotation to functions. There are three ways of declaring functions: + +- ``def`` - Python style: + + - Called by Python or Cython code, and both input/output are Python objects. + - Declaring argument types and local types (thus return values) can allow Cython to generate optimized code which speeds up the execution. + - Once types are declared, a ``TypeError`` will be raised if the function is passed with the wrong types. + +- ``cdef`` - C style: + + - Called from Cython and C, but not from Python code. + - Cython treats functions as pure C functions, which can take any type of arguments, including non-Python types, `e.g.`, pointers. + - This usually gives the best performance. + - However, one should really take care of the functions declared by ``cdef`` as these functions are actually writing in C. + +- ``cpdef`` - C/Python mixed style: + + - ``cpdef`` function combines both ``cdef`` and ``def``. + - Cython will generate a ``cdef`` function for C types and a ``def`` function for Python types. + - In terms of performance, ``cpdef`` functions may be as fast as those using ``cdef`` and might be as slow as ``def`` declared functions. + +.. literalinclude:: example/cython/integrate_cython_dtype1.py + :emphasize-lines: 6,9,16 + +.. code-block:: ipython + + %timeit apply_integrate_f_cython_dtype1(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy()) + # 54.9 ms ± 699 µs per loop (mean ± std. dev. of 7 runs, 10 loops each) + + +Cython: Adding data type annotation to local variables (step 4) +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Last step, we can add type annotation to local variables within functions and the output. + +.. literalinclude:: example/cython/integrate_cython_dtype2.py + :emphasize-lines: 6,9,10,11,16,20,21 + +.. code-block:: ipython + + %timeit apply_integrate_f_cython_dtype2(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy()) + # 13.8 ms ± 97.8 µs per loop (mean ± std. dev. of 7 runs, 100 loops each) + + +Now it is ~ 10 times faster than the original Python implementation, and all we have done is to add type declarations on the Python code! +We indeed see much less Python interaction in the code from step 1 to step 4. + +.. figure:: img/cython_annotate_2.png diff --git a/content/example/cython/integrate_cython.py b/content/example/cython/integrate_cython.py new file mode 100644 index 0000000..6e4d6eb --- /dev/null +++ b/content/example/cython/integrate_cython.py @@ -0,0 +1,21 @@ +%%cython -a + +import numpy as np +import pandas as pd + +def f_cython(x): + return x * (x - 1) + +def integrate_f_cython(a, b, N): + s = 0 + dx = (b - a) / N + for i in range(N): + s += f_cython(a + i * dx) + return s * dx + +def apply_integrate_f_cython(col_a, col_b, col_N): + n = len(col_N) + res = np.empty(n,dtype=np.float64) + for i in range(n): + res[i] = integrate_f_cython(col_a[i], col_b[i], col_N[i]) + return res diff --git a/content/example/cython/integrate_cython_dtype.py b/content/example/cython/integrate_cython_dtype.py new file mode 100644 index 0000000..89e000a --- /dev/null +++ b/content/example/cython/integrate_cython_dtype.py @@ -0,0 +1,61 @@ +%%cython + +cimport cython +cimport numpy as np +import numpy as np + + +cdef double f_cython_dtype(double x): + return x * (x - 1) + + +cpdef double integrate_f_cython_dtype(double a, double b, int N): + cdef int i + cdef double s, dx + s = 0 + dx = (b - a) / N + for i in range(N): + s += f_cython_dtype(a + i * dx) + return s * dx + + +cpdef np.ndarray[double] apply_integrate_f_cython_dtype(np.ndarray[double] col_a, + np.ndarray[double] col_b, + np.ndarray[int] col_N): + cdef int i, n + n = len(col_N) + res = np.empty(n) + for i in range(n): + res[i] = integrate_f_cython_dtype(col_a[i], col_b[i], col_N[i]) + + return res + + +cpdef double[:] apply_integrate_f_cython_dtype2(double[:] col_a, + double[:] col_b, + int[:] col_N): + cdef int i, n + n = len(col_N) + res = np.empty(n) + for i in range(n): + res[i] = integrate_f_cython_dtype(col_a[i], col_b[i], col_N[i]) + + return res + + +@cython.boundscheck(False) +@cython.wraparound(False) +cpdef double[:] apply_integrate_f_cython_dtype3(double[:] col_a, + double[:] col_b, + int[:] col_N): + cdef int i, n + n = len(col_N) + res = np.empty(n) + for i in range(n): + res[i] = integrate_f_cython_dtype(col_a[i], col_b[i], col_N[i]) + + return res + + +%timeit apply_integrate_f_cython_dtype(np.asarray(df['a']),np.asarray(df['b']),np.asarray(df['N'],dtype=np.int32)) + diff --git a/content/example/cython/integrate_cython_dtype0.py b/content/example/cython/integrate_cython_dtype0.py new file mode 100644 index 0000000..41b4d13 --- /dev/null +++ b/content/example/cython/integrate_cython_dtype0.py @@ -0,0 +1,21 @@ +%%cython -a + +import numpy as np +import pandas as pd + +def f_cython_dtype0(double x): + return x ** 2 - x + +def integrate_f_cython_dtype0(double a, double b, long N): + s = 0 + dx = (b - a) / N + for i in range(N): + s += f_cython_dtype0(a + i * dx) + return s * dx + +def apply_integrate_f_cython_dtype0(double[:] col_a, double[:] col_b, long[:] col_N): + n = len(col_N) + res = np.empty(n,dtype=np.float64) + for i in range(n): + res[i] = integrate_f_cython_dtype0(col_a[i], col_b[i], col_N[i]) + return res diff --git a/content/example/cython/integrate_cython_dtype1.py b/content/example/cython/integrate_cython_dtype1.py new file mode 100644 index 0000000..f285017 --- /dev/null +++ b/content/example/cython/integrate_cython_dtype1.py @@ -0,0 +1,21 @@ +%%cython -a + +import numpy as np +import pandas as pd + +cdef f_cython_dtype1(double x): + return x ** 2 - x + +cpdef integrate_f_cython_dtype1(double a, double b, long N): + s = 0 + dx = (b - a) / N + for i in range(N): + s += f_cython_dtype1(a + i * dx) + return s * dx + +cpdef apply_integrate_f_cython_dtype1(double[:] col_a, double[:] col_b, long[:] col_N): + n = len(col_N) + res = np.empty(n,dtype=np.float64) + for i in range(n): + res[i] = integrate_f_cython_dtype1(col_a[i], col_b[i], col_N[i]) + return res diff --git a/content/example/cython/integrate_cython_dtype2.py b/content/example/cython/integrate_cython_dtype2.py new file mode 100644 index 0000000..5ca07a8 --- /dev/null +++ b/content/example/cython/integrate_cython_dtype2.py @@ -0,0 +1,27 @@ +%%cython -a + +import numpy as np +import pandas as pd + +cdef double f_cython_dtype2(double x): + return x ** 2 - x + +cpdef double integrate_f_cython_dtype2(double a, double b, long N): + cdef double s, dx + cdef long i + + s = 0 + dx = (b - a) / N + for i in range(N): + s += f_cython_dtype2(a + i * dx) + return s * dx + +cpdef double[:] apply_integrate_f_cython_dtype2(double[:] col_a, double[:] col_b, long[:] col_N): + cdef long n,i + cdef double[:] res + + n = len(col_N) + res = np.empty(n,dtype=np.float64) + for i in range(n): + res[i] = integrate_f_cython_dtype2(col_a[i], col_b[i], col_N[i]) + return res diff --git a/content/img/cython_annotate.png b/content/img/cython_annotate.png new file mode 100644 index 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Mohanan" Date: Tue, 11 Nov 2025 15:21:48 +0100 Subject: [PATCH 02/12] Add Cython code with pure python syntax, with notebook --- content/accel-cython.rst | 82 +++++-- content/example/cython/integrate_cython.py | 21 -- ...dtype.py => integrate_cython_all_steps.py} | 0 .../example/cython/integrate_cython_dtype0.py | 21 -- .../example/cython/integrate_cython_dtype1.py | 21 -- .../example/cython/integrate_cython_dtype2.py | 27 --- .../example/cython/integrate_cython_step1.py | 20 ++ .../example/cython/integrate_cython_step2.py | 25 ++ .../cython/integrate_cython_step2_purepy.py | 26 ++ .../example/cython/integrate_cython_step3.py | 25 ++ .../cython/integrate_cython_step3_purepy.py | 30 +++ .../example/cython/integrate_cython_step4.py | 31 +++ .../cython/integrate_cython_step4_purepy.py | 37 +++ notebooks/accel-cython.ipynb | 223 ++++++++++++++++++ pyproject.toml | 6 +- 15 files changed, 486 insertions(+), 109 deletions(-) delete mode 100644 content/example/cython/integrate_cython.py rename content/example/cython/{integrate_cython_dtype.py => integrate_cython_all_steps.py} (100%) delete mode 100644 content/example/cython/integrate_cython_dtype0.py delete mode 100644 content/example/cython/integrate_cython_dtype1.py delete mode 100644 content/example/cython/integrate_cython_dtype2.py create mode 100644 content/example/cython/integrate_cython_step1.py create mode 100644 content/example/cython/integrate_cython_step2.py create mode 100644 content/example/cython/integrate_cython_step2_purepy.py create mode 100644 content/example/cython/integrate_cython_step3.py create mode 100644 content/example/cython/integrate_cython_step3_purepy.py create mode 100644 content/example/cython/integrate_cython_step4.py create mode 100644 content/example/cython/integrate_cython_step4_purepy.py create mode 100644 notebooks/accel-cython.ipynb diff --git a/content/accel-cython.rst b/content/accel-cython.rst index c707d9f..efb57b5 100644 --- a/content/accel-cython.rst +++ b/content/accel-cython.rst @@ -16,6 +16,33 @@ A full overview of Cython capabilities refers to the `documentation cython.double: + return x ** 2 - x + +@cython.ccall +def integrate_f_cython_step4(a: cython.double, b: cython.double, N: cython.long): + s: cython.double + dx: cython.double + i: cython.long + + s = 0 + dx = (b - a) / N + + for i in range(N): + s += f_cython_step4(a + i * dx) + return s * dx + +@cython.ccall +def apply_integrate_f_cython_step4( + col_a: cython.double[:], + col_b: cython.double[:], + col_N: cython.long[:] +): + n: cython.int + i: cython.int + res: cython.double[:] + + n = len(col_N) + res = np.empty(n,dtype=np.float64) + for i in range(n): + res[i] = integrate_f_cython_step4(col_a[i], col_b[i], col_N[i]) + return res \ No newline at end of file diff --git a/notebooks/accel-cython.ipynb b/notebooks/accel-cython.ipynb new file mode 100644 index 0000000..b94670f --- /dev/null +++ b/notebooks/accel-cython.ipynb @@ -0,0 +1,223 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "a54e4bf0-a7ce-4a0e-8da7-510faa5cb704", + "metadata": {}, + "source": [ + "# Accelerating Python with Cython\n", + "\n", + "## Baseline (step 0)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "93a50c5c-3731-43a2-9505-cf0b49114174", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "def f(x):\n", + " return x ** 2 - x\n", + "\n", + "def integrate_f(a, b, N):\n", + " s = 0\n", + " dx = (b - a) / N\n", + " for i in range(N):\n", + " s += f(a + i * dx)\n", + " return s * dx\n", + "\n", + "def apply_integrate_f(col_a, col_b, col_N):\n", + " n = len(col_N)\n", + " res = np.empty(n,dtype=np.float64)\n", + " for i in range(n):\n", + " res[i] = integrate_f(col_a[i], col_b[i], col_N[i])\n", + " return res" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a20b9692-40e5-4277-bafe-1e6f70f07233", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "df = pd.DataFrame(\n", + " {\n", + " \"a\": np.random.randn(1000),\n", + " \"b\": np.random.randn(1000),\n", + " \"N\": np.random.randint(low=100, high=1000, size=1000)\n", + " }\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fa668e34-d5f1-4a08-83e5-9370c045ee1f", + "metadata": {}, + "outputs": [], + "source": [ + "%timeit apply_integrate_f(df['a'], df['b'], df['N'])" + ] + }, + { + "cell_type": "markdown", + "id": "c6dc9d19-4251-4b5b-8f78-5e7d79fc5929", + "metadata": {}, + "source": [ + "## Cython: Benchmarking (step 1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ea06f471-16c8-4411-8b0e-a4a1f9deddc1", + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext cython" + ] + }, + { + "cell_type": "markdown", + "id": "9012d800-081a-4e72-b4b1-96c0069c6fb6", + "metadata": {}, + "source": [ + "Run\n", + "```\n", + "%load ../content/example/cython/integrate_cython_step1.py\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1b021bca-7458-41c2-97ba-b4273b02a0c0", + "metadata": {}, + "outputs": [], + "source": [ + "%timeit apply_integrate_f_cython_step1(df['a'], df['b'], df['N'])" + ] + }, + { + "cell_type": "markdown", + "id": "cc41a3a6-ed79-4ecc-a927-c3968cea2d05", + "metadata": {}, + "source": [ + "## Cython: Adding data type annotation to input variables (step 2)" + ] + }, + { + "cell_type": "markdown", + "id": "35928478-0f2a-4624-85c7-d46fc082d493", + "metadata": {}, + "source": [ + "Run either\n", + "```\n", + "%load ../content/example/cython/integrate_cython_step2.py\n", + "%load ../content/example/cython/integrate_cython_step2_purepy.py\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a572467f-ee57-4abe-8aae-4869827fe2be", + "metadata": {}, + "outputs": [], + "source": [ + "%timeit apply_integrate_f_cython_step2(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy())" + ] + }, + { + "cell_type": "markdown", + "id": "3db10ce0-962f-47c4-b4a1-bc1a430da392", + "metadata": {}, + "source": [ + "## Cython: Adding data type annotation to functions (step 3)" + ] + }, + { + "cell_type": "markdown", + "id": "8cfaf04b-5512-44d9-94d0-3626ff81abf1", + "metadata": {}, + "source": [ + "Run either\n", + "```\n", + "%load ../content/example/cython/integrate_cython_step3.py\n", + "%load ../content/example/cython/integrate_cython_step3_purepy.py\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7b08d8cd-b1ed-4a6f-96ba-565d335a40a9", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "%timeit apply_integrate_f_cython_step3(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy())" + ] + }, + { + "cell_type": "markdown", + "id": "ccf73ab1-0765-4b5f-a814-44a74d6076d9", + "metadata": {}, + "source": [ + "## Cython: Adding data type annotation to local variables (step 4)" + ] + }, + { + "cell_type": "markdown", + "id": "39f2ef1f-ac0e-4f4d-a069-e2acc6afceef", + "metadata": {}, + "source": [ + "Run either\n", + "```\n", + "%load ../content/example/cython/integrate_cython_step4.py\n", + "%load ../content/example/cython/integrate_cython_step4_purepy.py\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9eb52127-9141-4243-a82b-f80e0355df06", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "%timeit apply_integrate_f_cython_step4(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy())" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/pyproject.toml b/pyproject.toml index 3e6d7b3..30d37ee 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -21,4 +21,8 @@ dev = [ "jupyterlab-myst>=2.4.2", ] # All dependencies used within Jupyter Notebooks -notebook = [] +notebook = [ + "cython>=3.2.0", + "numpy>=2.3.4", + "pandas>=2.3.3", +] From 0ac060fd982e1f234ad917cae306b2f15e802f0b Mon Sep 17 00:00:00 2001 From: "Ashwin V. 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Mohanan" Date: Wed, 12 Nov 2025 11:46:28 +0100 Subject: [PATCH 04/12] More on different ways to use Cython --- content/accel-cython.rst | 43 +++++++++++++++++++++++++++++++++------- 1 file changed, 36 insertions(+), 7 deletions(-) diff --git a/content/accel-cython.rst b/content/accel-cython.rst index efb57b5..e01a535 100644 --- a/content/accel-cython.rst +++ b/content/accel-cython.rst @@ -2,12 +2,34 @@ Cython ------ Cython is a superset of Python that additionally supports calling C functions and declaring C types on variables and class attributes. +It is also a versatile, general purpose compiler. +Since it is supports a superset of Python syntax, nearly all Python code, including 3rd party Python packages are also valid Cython code. Under Cython, source code gets translated into optimized C/C++ code and compiled as Python extension modules. -Developers can run the ``cython`` command-line utility to produce a ``.c`` file from a ``.py`` file which needs to be compiled with a C compiler to an ``.so`` library which can then be directly imported in a Python program. -There is, however, also an easy way to use Cython directly from Jupyter notebooks through the ``%%cython`` magic command. Herein, we restrict the discussion to the Jupyter-way. +Developers can either: + +- prototype and develop Python code in IPython/Jupyter using the ``%%cython`` magic command (**easy**), or +- run the ``cython`` command-line utility to produce a ``.c`` file from a ``.py`` or ``.pyx`` file, + which in turn needs to be compiled with a C compiler to an ``.so`` library, which can then be directly imported in a Python program (**intermediate**), or +- use setuptools_ or meson_ with meson-python_ to automate the aforementioned build process (**advanced**). + +.. _setuptools: https://setuptools.pypa.io/en/latest/userguide/ext_modules.html +.. _meson: https://mesonbuild.com/Cython.html +.. _meson-python: https://mesonbuild.com/meson-python/index.html + +Herein, we restrict the discussion to the Jupyter-way of using the ``%%cython`` magic. A full overview of Cython capabilities refers to the `documentation `_. +.. important:: + + Due to a `known issue`_ with ``%%cython`` in ``jupyter-lab`` we have to use the ``jupyter-nbclassic`` interface + for this episode. + +.. _known issue: https://github.com/cython/cython/issues/7319 + +Python: Baseline (step 0) +^^^^^^^^^^^^^^^^^^^^^^^^^ + .. demo:: Demo: Cython Consider a problem to integrate a function: @@ -16,9 +38,6 @@ A full overview of Cython capabilities refers to the `documentation `__ + - *Python packaging user guide*'s page on `packaging binary extensions `__ \ No newline at end of file From cb7fe042d6e768b19baf12ee68993ca28b5091f2 Mon Sep 17 00:00:00 2001 From: "Ashwin V. Mohanan" Date: Wed, 12 Nov 2025 13:38:59 +0100 Subject: [PATCH 05/12] Describe the cython demo problem --- content/accel-cython.rst | 25 +++++++++++++++++++------ content/example/integrate_python.py | 18 ++++++++++++++++++ content/img/cython_annotate.png | Bin 159659 -> 78995 bytes 3 files changed, 37 insertions(+), 6 deletions(-) create mode 100644 content/example/integrate_python.py diff --git a/content/accel-cython.rst b/content/accel-cython.rst index e01a535..528a748 100644 --- a/content/accel-cython.rst +++ b/content/accel-cython.rst @@ -22,7 +22,7 @@ A full overview of Cython capabilities refers to the `documentation XzC-5@HUq#)ghba#h>prnd)N_TfRf;3W#l&(d0?qhjf z|NDO4ci+#BPy2&Eb+OjD&U4Nq#u&$#e10u0hIy0dCK?(V=Bt-4V>epW6auwgEHRmasAeY9HS?VHgkUB zbqZmT50_gB82X}#b+29Sdl5((7GFcv`f1^<|KpVsn?V9x33eihM9~`AN5*Rhbi+QM zV<|2Rt8|>6kF2$R)KgLZ{rzBvU$C&qpgV?#&BlH*(neq2FOlZ@L+?A!u0MRik{xGv z>F+bqIfpfNA}zJa7%3GUcN~<=UFH{qQ}Sx z(X%=fTJkfDRz2=Jp5X)$rLr#rjSh+gy?)u 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Mohanan" Date: Wed, 12 Nov 2025 15:25:23 +0100 Subject: [PATCH 06/12] Intersphinx to Cython and useful features, cfunc internal function for step 3 and 4 --- content/accel-cython.rst | 156 +++++++++++------- content/conf.py | 3 +- .../cython/integrate_cython_all_steps.py | 2 +- .../example/cython/integrate_cython_step2.py | 2 +- .../cython/integrate_cython_step2_purepy.py | 2 +- .../example/cython/integrate_cython_step3.py | 4 +- .../cython/integrate_cython_step3_purepy.py | 4 +- .../example/cython/integrate_cython_step4.py | 4 +- .../cython/integrate_cython_step4_purepy.py | 4 +- 9 files changed, 107 insertions(+), 74 deletions(-) diff --git a/content/accel-cython.rst b/content/accel-cython.rst index 528a748..10613c9 100644 --- a/content/accel-cython.rst +++ b/content/accel-cython.rst @@ -134,45 +134,35 @@ Now we can start adding data type annotation to the input variables as highlight .. note:: Cython uses the normal C syntax for types and provides all standard ones, including pointers. - Here is a list of a few example/cythons: + Here is a list of some primitive C data types (refer to Cython's documentation on :cython:ref:`types`): .. csv-table:: :widths: auto :delim: ; - NumPy dtype; Cython type identifier; C type identifier - import numpy as np; cimport numpy as cnp ; - np.bool\_; N/A ; N/A - np.int\_; cnp.int_t; long - np.intc; N/A ; int - np.intp; cnp.intp_t; ssize_t - np.int8; cnp.int8_t; signed char - np.int16; cnp.int16_t; signed short - np.int32; cnp.int32_t; signed int - np.int64; cnp.int64_t; signed long long - np.uint8; cnp.uint8_t; unsigned char - np.uint16; cnp.uint16_t; unsigned short - np.uint32; cnp.uint32_t; unsigned int - np.uint64; cnp.uint64_t; unsigned long - np.float\_; cnp.float64_t; double - np.float32; cnp.float32_t; float - np.float64; cnp.float64_t; double - np.complex\_; cnp.complex128_t; double complex - np.complex64; cnp.complex64_t; float complex - np.complex128; cnp.complex128_t; double complex + Cython type identifier; Pure Python dtype; + ``char``; ``cython.char`` + ``int``; ``cython.int`` + ``unsigned int``; ``cython.uint`` + ``long``; ``cython.long`` + ``float``; ``cython.float`` + ``double``; ``cython.double`` + ``double complex``; ``cython.doublecomplex`` + ``size_t``; ``cython.size_t`` -.. note:: + Using these data types, we can also annotate arrays (see :cython:ref:`memoryviews`): - Differences between ``import`` (for Python) and ``cimport`` (for Cython) statements + - 1D ``np.float64`` array would be equivalent to ``cython.double[:]``, + - 2D ``np.float64`` array would be equivalent to ``cython.double[:, :]`` and so on... - - ``import`` gives access to Python libraries, functions or attributes - - ``cimport`` gives access to C libraries, functions or attributes - - it is common to use the following, and Cython will internally handle this ambiguity +.. important:: + + to quote the :cython:ref:`Cython documentation `, - .. code-block:: ipython + **Typing is not a necessity** - import numpy as np # access to NumPy Python functions - cimport numpy as np # access to NumPy C API + Providing static typing to parameters and variables is convenience to speed up your code, but it is not a necessity. Optimize where and when needed. In fact, + typing can slow down your code in the case where the typing does not allow optimizations but where Cython still needs to check that the type of some object matches the declared type. Cython: Adding data type annotation to functions (step 3) @@ -182,36 +172,36 @@ Next step, we further add type annotation to functions. There are three ways of - ``def`` - Python style: - - Called by Python or Cython code, and both input/output are Python objects. - - Declaring argument types and local types (thus return values) can allow Cython to generate optimized code which speeds up the execution. - - Once types are declared, a ``TypeError`` will be raised if the function is passed with the wrong types. + - Called by Python or Cython code, and both input/output are Python objects. + - Declaring argument types and local types (thus return values) can allow Cython to generate optimized code which speeds up the execution. + - Once types are declared, a ``TypeError`` will be raised if the function is passed with the wrong types. -- ``cdef`` - C style: +- ``@cython.cfunc`` or ``cdef`` - C style: - - Called from Cython and C, but not from Python code. - - Cython treats functions as pure C functions, which can take any type of arguments, including non-Python types, `e.g.`, pointers. - - This usually gives the best performance. - - However, one should really take care of the functions declared by ``cdef`` as these functions are actually writing in C. + - :cython:ref:`cdef ` functions are called from Cython and C, but not from Python code. + - Cython treats functions as pure C functions, which can take any type of arguments, including non-Python types, `e.g.`, pointers. + - This usually gives the *best performance*. + - However, one should really take care of the functions declared by ``cdef`` as these functions are actually writing in C. -- ``cpdef`` - C/Python mixed style: +- ``@cython.ccall`` or ``cpdef`` - C/Python mixed style: - - ``cpdef`` function combines both ``cdef`` and ``def``. - - Cython will generate a ``cdef`` function for C types and a ``def`` function for Python types. - - In terms of performance, ``cpdef`` functions may be as fast as those using ``cdef`` and might be as slow as ``def`` declared functions. + - :cython:ref:`cpdef ` function combines both ``cdef`` and ``def``. + - Cython will generate a ``cdef`` function for C types and a ``def`` function for Python types. + - In terms of performance, ``cpdef`` functions may be *as fast as* those using ``cdef`` and might be as slow as ``def`` declared functions. .. tabs:: - .. group-tab:: Pure Python - .. literalinclude:: example/cython/integrate_cython_step3_purepy.py - :emphasize-lines: 7,11,20 + .. group-tab:: Pure Python + .. literalinclude:: example/cython/integrate_cython_step3_purepy.py + :emphasize-lines: 7,11,20 - .. group-tab:: Cython - .. literalinclude:: example/cython/integrate_cython_step3.py - :emphasize-lines: 6,9,16 + .. group-tab:: Cython + .. literalinclude:: example/cython/integrate_cython_step3.py + :emphasize-lines: 6,9,16 .. code-block:: ipython - %timeit apply_integrate_f_cython_step3(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy()) - # 54.9 ms ± 699 µs per loop (mean ± std. dev. of 7 runs, 10 loops each) +%timeit apply_integrate_f_cython_step3(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy()) +# 54.9 ms ± 699 µs per loop (mean ± std. dev. of 7 runs, 10 loops each) Cython: Adding data type annotation to local variables (step 4) @@ -220,21 +210,21 @@ Cython: Adding data type annotation to local variables (step 4) Last step, we can add type annotation to local variables within functions and the output. .. tabs:: - .. group-tab:: Pure Python - .. literalinclude:: example/cython/integrate_cython_step4_purepy.py - :emphasize-lines: 7,10,18-20 + .. group-tab:: Pure Python + .. literalinclude:: example/cython/integrate_cython_step4_purepy.py + :emphasize-lines: 7,10,18-20 - .. group-tab:: Cython - .. literalinclude:: example/cython/integrate_cython_step4.py - :emphasize-lines: 6,9,16 + .. group-tab:: Cython + .. literalinclude:: example/cython/integrate_cython_step4.py + :emphasize-lines: 6,9,16 .. literalinclude:: example/cython/integrate_cython_step4.py - :emphasize-lines: 6,9,10,11,16,20,21 +:emphasize-lines: 6,9,10,11,16,20,21 .. code-block:: ipython - %timeit apply_integrate_f_cython_step4(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy()) - # 13.8 ms ± 97.8 µs per loop (mean ± std. dev. of 7 runs, 100 loops each) +%timeit apply_integrate_f_cython_step4(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy()) +# 13.8 ms ± 97.8 µs per loop (mean ± std. dev. of 7 runs, 100 loops each) Now it is ~ 10 times faster than the original Python implementation, and all we have done is to add type declarations on the Python code! @@ -244,8 +234,50 @@ We indeed see much less Python interaction in the code from step 1 to step 4. .. seealso:: - In order to make Cython code reusable often some packaging is necessary. The compilation to binary extension can either happen during the packaging itself, or - during installation of a Python package. To learn more about how to package such extensions, read the following guides: +In order to make Cython code reusable often some packaging is necessary. The compilation to binary extension can either happen during the packaging itself, or +during installation of a Python package. To learn more about how to package such extensions, read the following guides: + +- *pyOpenSci Python packaging guide*'s page on `build tools `__ +- *Python packaging user guide*'s page on `packaging binary extensions `__ + + +Other useful features +^^^^^^^^^^^^^^^^^^^^^ + +There are some useful (and possibly advanced) :cython:ref:`magic attributes ` +which are not covered in this episode such as + +- ``cython.cimports`` package for importing and calling C libraries such as :cython:ref:`libc.math`. + +.. note:: + + Differences between ``import`` (for Python) and ``cimport`` (for Cython) statements + + - ``import`` gives access to Python libraries, functions or attributes + - ``cimport`` gives access to C libraries, functions or attributes + + In case of Numpy it is common to use the following, and Cython will internally handle this ambiguity. + + .. tabs:: + .. group-tab:: Pure Python + .. code-block:: python + + from cython.cimports.libc.stdlib import malloc, free # Allocate and free memory + from cython.cimports.libc import math # For math functions like sin, cos etc. + from cython.cimports import numpy as np # access to NumPy C API + + .. group-tab:: Cython + .. code-block:: cython + + from libc.stdlib cimport malloc, free + from libc.libc cimport math + cimport numpy as np + + +- ``cython.nogil``, which can act both as a decorator or context-manager, to manage the GIL (Global Interpreter Lock). + See :cython:ref:`cython_and_gil`. + +- ``@cython.boundscheck(False)`` and ``@cython.wraparound(False)`` decorators to tune indexing of Numpy array. + See :cython:ref:`numpy_tutorial`. - - *pyOpenSci Python packaging guide*'s page on `build tools `__ - - *Python packaging user guide*'s page on `packaging binary extensions `__ \ No newline at end of file +- ``@cython.cclass`` to declare :cython:ref:`extension-types` which behave similar to Python classes. \ No newline at end of file diff --git a/content/conf.py b/content/conf.py index 7c33d39..5e8d051 100644 --- a/content/conf.py +++ b/content/conf.py @@ -144,4 +144,5 @@ # "instruct": ("https://enccs.github.io/instructor-training/", None), # "lesson": ("https://coderefinery.github.io/sphinx-lesson/", None), # "myst": ("https://myst-parser.readthedocs.io/en/latest/", None), -} + "cython": ("https://cython.readthedocs.io/en/stable", None), +} \ No newline at end of file diff --git a/content/example/cython/integrate_cython_all_steps.py b/content/example/cython/integrate_cython_all_steps.py index 89e000a..0b70f92 100644 --- a/content/example/cython/integrate_cython_all_steps.py +++ b/content/example/cython/integrate_cython_all_steps.py @@ -1,4 +1,4 @@ -%%cython +%%cython -a cimport cython cimport numpy as np diff --git a/content/example/cython/integrate_cython_step2.py b/content/example/cython/integrate_cython_step2.py index 9cf5653..c655830 100644 --- a/content/example/cython/integrate_cython_step2.py +++ b/content/example/cython/integrate_cython_step2.py @@ -1,4 +1,4 @@ -%%cython +%%cython -a import numpy as np diff --git a/content/example/cython/integrate_cython_step2_purepy.py b/content/example/cython/integrate_cython_step2_purepy.py index 1246eae..ad77c52 100644 --- a/content/example/cython/integrate_cython_step2_purepy.py +++ b/content/example/cython/integrate_cython_step2_purepy.py @@ -1,4 +1,4 @@ -%%cython +%%cython -a import cython import numpy as np diff --git a/content/example/cython/integrate_cython_step3.py b/content/example/cython/integrate_cython_step3.py index ebf06e6..fa3b6a2 100644 --- a/content/example/cython/integrate_cython_step3.py +++ b/content/example/cython/integrate_cython_step3.py @@ -1,4 +1,4 @@ -%%cython +%%cython -a import numpy as np @@ -6,7 +6,7 @@ cdef f_cython_step3(double x): return x ** 2 - x -cpdef integrate_f_cython_step3(double a, double b, long N): +cdef integrate_f_cython_step3(double a, double b, long N): s = 0 dx = (b - a) / N for i in range(N): diff --git a/content/example/cython/integrate_cython_step3_purepy.py b/content/example/cython/integrate_cython_step3_purepy.py index 8e23d6f..72b80ec 100644 --- a/content/example/cython/integrate_cython_step3_purepy.py +++ b/content/example/cython/integrate_cython_step3_purepy.py @@ -1,4 +1,4 @@ -%%cython +%%cython -a import cython import numpy as np @@ -8,7 +8,7 @@ def f_cython_step3(x: cython.double): return x ** 2 - x -@cython.ccall +@cython.cfunc def integrate_f_cython_step3(a: float, b: float, N: int): s = 0 dx = (b - a) / N diff --git a/content/example/cython/integrate_cython_step4.py b/content/example/cython/integrate_cython_step4.py index 2e9fd1b..eddb327 100644 --- a/content/example/cython/integrate_cython_step4.py +++ b/content/example/cython/integrate_cython_step4.py @@ -1,4 +1,4 @@ -%%cython +%%cython -a import numpy as np @@ -6,7 +6,7 @@ cdef double f_cython_step4(double x): return x ** 2 - x -cpdef double integrate_f_cython_step4(double a, double b, long N): +cdef double integrate_f_cython_step4(double a, double b, long N): cdef double s, dx cdef long i diff --git a/content/example/cython/integrate_cython_step4_purepy.py b/content/example/cython/integrate_cython_step4_purepy.py index 7e94d05..f698729 100644 --- a/content/example/cython/integrate_cython_step4_purepy.py +++ b/content/example/cython/integrate_cython_step4_purepy.py @@ -1,4 +1,4 @@ -%%cython +%%cython -a import cython import numpy as np @@ -7,7 +7,7 @@ def f_cython_step4(x: cython.double) -> cython.double: return x ** 2 - x -@cython.ccall +@cython.cfunc def integrate_f_cython_step4(a: cython.double, b: cython.double, N: cython.long): s: cython.double dx: cython.double From f6ebe719a37c15380b37f3da17f6a329bb05c4ab Mon Sep 17 00:00:00 2001 From: "Ashwin V. Mohanan" Date: Wed, 12 Nov 2025 17:15:50 +0100 Subject: [PATCH 07/12] Add demo code for useful features --- content/accel-cython.rst | 90 +++++++++++++++++++++++++++++++++++----- 1 file changed, 80 insertions(+), 10 deletions(-) diff --git a/content/accel-cython.rst b/content/accel-cython.rst index 10613c9..b7f9b49 100644 --- a/content/accel-cython.rst +++ b/content/accel-cython.rst @@ -200,8 +200,8 @@ Next step, we further add type annotation to functions. There are three ways of .. code-block:: ipython -%timeit apply_integrate_f_cython_step3(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy()) -# 54.9 ms ± 699 µs per loop (mean ± std. dev. of 7 runs, 10 loops each) + %timeit apply_integrate_f_cython_step3(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy()) + # 54.9 ms ± 699 µs per loop (mean ± std. dev. of 7 runs, 10 loops each) Cython: Adding data type annotation to local variables (step 4) @@ -218,13 +218,10 @@ Last step, we can add type annotation to local variables within functions and th .. literalinclude:: example/cython/integrate_cython_step4.py :emphasize-lines: 6,9,16 -.. literalinclude:: example/cython/integrate_cython_step4.py -:emphasize-lines: 6,9,10,11,16,20,21 - .. code-block:: ipython -%timeit apply_integrate_f_cython_step4(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy()) -# 13.8 ms ± 97.8 µs per loop (mean ± std. dev. of 7 runs, 100 loops each) + %timeit apply_integrate_f_cython_step4(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy()) + # 13.8 ms ± 97.8 µs per loop (mean ± std. dev. of 7 runs, 100 loops each) Now it is ~ 10 times faster than the original Python implementation, and all we have done is to add type declarations on the Python code! @@ -244,8 +241,8 @@ during installation of a Python package. To learn more about how to package such Other useful features ^^^^^^^^^^^^^^^^^^^^^ -There are some useful (and possibly advanced) :cython:ref:`magic attributes ` -which are not covered in this episode such as +There are some useful (and possibly advanced) features which are not covered in this episode. Some of +these features are called :cython:ref:`magic attributes `. Here are a few: - ``cython.cimports`` package for importing and calling C libraries such as :cython:ref:`libc.math`. @@ -280,4 +277,77 @@ which are not covered in this episode such as - ``@cython.boundscheck(False)`` and ``@cython.wraparound(False)`` decorators to tune indexing of Numpy array. See :cython:ref:`numpy_tutorial`. -- ``@cython.cclass`` to declare :cython:ref:`extension-types` which behave similar to Python classes. \ No newline at end of file +- ``@cython.cclass`` to declare :cython:ref:`extension-types` which behave similar to Python classes. + +In addition to the above Cython can also, + +- :cython:ref:`augment with .pxd files ` where the Python code is kept as it is and the ``.pxd`` file + describes the type annotation. In this form ``.pxd`` is very similar in function to a C/C++ header file + or ``.pyi`` Python type annnotation file, + +- create parallel code using :cython:ref:`parallel-block` and ``prange`` iterator for element-wise parallel operation or reductions + based on OpenMP threads (see :cython:ref:`parallel-tutorial`). + + +.. demo:: + + Here is a code which showcases most of the features above, except the ``@cython.cclass`` feature and the use of ``.pxd`` files. + + .. tabs:: + .. group-tab:: Pure Python + .. code-block:: python + :emphasize-lines: 2-3,5-6,12-13 + + import cython + from cython.parallel import parallel, prange + from cython.cimports.libc.math import sqrt + + @cython.boundscheck(False) + @cython.wraparound(False) + def normalize(x: cython.double[:]): + """Normalize a 1D array by dividing all its elements using its root-mean-square (RMS) value.""" + i: cython.Py_ssize_t + total: cython.double = 0 + norm: cython.double + with cython.nogil, parallel(): + for i in prange(x.shape[0]): + total += x[i]*x[i] + norm = sqrt(total) + for i in prange(x.shape[0]): + x[i] /= norm + + .. group-tab:: Cython + .. code-block:: cython + :emphasize-lines: 2-3,5-6,12-13 + + cimport cython + from cython.parallel cimport parallel, prange + from libc.math cimport sqrt + + @cython.boundscheck(False) + @cython.wraparound(False) + def normalize(double[:] x): + """Normalize a 1D array by dividing all its elements using its root-mean-square (RMS) value.""" + cdef Py_ssize_t i + cdef double total = 0 + cdef double norm + with nogil, parallel(): + for i in prange(x.shape[0]): + total += x[i]*x[i] + norm = sqrt(total) + for i in prange(x.shape[0]): + x[i] /= norm + + .. group-tab:: Numpy + .. code-block:: python + + def normalize_numpy(x): + total = np.dot(x, x) + norm = total ** 0.5 + + x[:] /= norm + + .. note:: + + If you compare performance of the the Cython code versus the Numpy code, you will observe that it is either on-par, or slightly worse than Numpy. + This is because Numpy vectorized operations also makes use of OpenMP parallelism and is heavily optimized. \ No newline at end of file From 40aab94b369aacdee6414b9347fbe484121a6c9b Mon Sep 17 00:00:00 2001 From: "Ashwin V. Mohanan" Date: Wed, 12 Nov 2025 17:44:53 +0100 Subject: [PATCH 08/12] Annotate step4 --- content/accel-cython.rst | 29 ++++++++++++++----- .../cython/integrate_cython_step4_purepy.py | 8 +++-- 2 files changed, 28 insertions(+), 9 deletions(-) diff --git a/content/accel-cython.rst b/content/accel-cython.rst index b7f9b49..e3fd493 100644 --- a/content/accel-cython.rst +++ b/content/accel-cython.rst @@ -204,19 +204,19 @@ Next step, we further add type annotation to functions. There are three ways of # 54.9 ms ± 699 µs per loop (mean ± std. dev. of 7 runs, 10 loops each) -Cython: Adding data type annotation to local variables (step 4) -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +Cython: Adding data type annotation to local variables and return (step 4) +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -Last step, we can add type annotation to local variables within functions and the output. +Last step, we can add type annotation to local variables within functions and the return value. .. tabs:: .. group-tab:: Pure Python .. literalinclude:: example/cython/integrate_cython_step4_purepy.py - :emphasize-lines: 7,10,18-20 + :emphasize-lines: 7,15-18,32-35 .. group-tab:: Cython .. literalinclude:: example/cython/integrate_cython_step4.py - :emphasize-lines: 6,9,16 + :emphasize-lines: 6,9-11,19,24-25 .. code-block:: ipython @@ -347,7 +347,22 @@ In addition to the above Cython can also, x[:] /= norm + .. group-tab:: Naive Python implementation + .. code-block:: python + + from math import sqrt + + def normalize_naive(x): + total = 0 + for i in range(x.shape[0]): + total += x[i] * x[i] + + norm = sqrt(total) + for i in range(x.shape[0]): + x[i] /= norm + .. note:: - If you compare performance of the the Cython code versus the Numpy code, you will observe that it is either on-par, or slightly worse than Numpy. - This is because Numpy vectorized operations also makes use of OpenMP parallelism and is heavily optimized. \ No newline at end of file + If you compare performance of the the Cython code versus the Numpy code, you might observe that it is either on-par, or slightly worse than Numpy. + This is because Numpy vectorized operations also makes use of OpenMP parallelism and is heavily optimized. Nevertheless, it is orders of magnitude + better than a naive implementation. \ No newline at end of file diff --git a/content/example/cython/integrate_cython_step4_purepy.py b/content/example/cython/integrate_cython_step4_purepy.py index f698729..a68a32e 100644 --- a/content/example/cython/integrate_cython_step4_purepy.py +++ b/content/example/cython/integrate_cython_step4_purepy.py @@ -8,7 +8,11 @@ def f_cython_step4(x: cython.double) -> cython.double: return x ** 2 - x @cython.cfunc -def integrate_f_cython_step4(a: cython.double, b: cython.double, N: cython.long): +def integrate_f_cython_step4( + a: cython.double, + b: cython.double, + N: cython.long +) -> cython.double: s: cython.double dx: cython.double i: cython.long @@ -25,7 +29,7 @@ def apply_integrate_f_cython_step4( col_a: cython.double[:], col_b: cython.double[:], col_N: cython.long[:] -): +) -> cython.double[:]: n: cython.int i: cython.int res: cython.double[:] From 7b940a87793f31eb5f779d6c9b14b094decfb148 Mon Sep 17 00:00:00 2001 From: "Ashwin V. Mohanan" Date: Wed, 12 Nov 2025 17:45:24 +0100 Subject: [PATCH 09/12] Add demo and code snippets to Jupyter notebook for Cython --- notebooks/accel-cython.ipynb | 170 +++++++++++++++++++++++++++++++++-- 1 file changed, 163 insertions(+), 7 deletions(-) diff --git a/notebooks/accel-cython.ipynb b/notebooks/accel-cython.ipynb index b94670f..3f88aae 100644 --- a/notebooks/accel-cython.ipynb +++ b/notebooks/accel-cython.ipynb @@ -94,6 +94,16 @@ "```" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "baa8de99-7ff8-4dc4-81f9-a76f5413bcbd", + "metadata": {}, + "outputs": [], + "source": [ + "%load ../content/example/cython/integrate_cython_step1.py" + ] + }, { "cell_type": "code", "execution_count": null, @@ -124,6 +134,16 @@ "```" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "40536dd9-110f-4ef5-8f50-de4fe6f3cb51", + "metadata": {}, + "outputs": [], + "source": [ + "%load ../content/example/cython/integrate_cython_step2_purepy.py" + ] + }, { "cell_type": "code", "execution_count": null, @@ -157,10 +177,18 @@ { "cell_type": "code", "execution_count": null, - "id": "7b08d8cd-b1ed-4a6f-96ba-565d335a40a9", - "metadata": { - "scrolled": true - }, + "id": "bbb9b95c-6405-4742-8009-83e0f62a8fcb", + "metadata": {}, + "outputs": [], + "source": [ + "%load ../content/example/cython/integrate_cython_step3_purepy.py" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "83c6cc45-5ec8-4e5a-b6f4-c66c07ca9574", + "metadata": {}, "outputs": [], "source": [ "%timeit apply_integrate_f_cython_step3(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy())" @@ -186,17 +214,145 @@ "```" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "e93eb17b-0bcb-458d-b0ea-4645be1edd1f", + "metadata": {}, + "outputs": [], + "source": [ + "%load ../content/example/cython/integrate_cython_step4_purepy.py" + ] + }, { "cell_type": "code", "execution_count": null, "id": "9eb52127-9141-4243-a82b-f80e0355df06", - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "%timeit apply_integrate_f_cython_step4(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy())" ] + }, + { + "cell_type": "markdown", + "id": "9725be23-2741-4d6f-9b32-f87798f78d33", + "metadata": {}, + "source": [ + "## Demo: Other useful features" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ba77b19b-6e84-4ef7-9b75-4d8bb568ec04", + "metadata": {}, + "outputs": [], + "source": [ + "%%cython\n", + "\n", + "import cython\n", + "from cython.parallel import parallel, prange\n", + "from cython.cimports.libc.math import sqrt\n", + "\n", + "@cython.boundscheck(False)\n", + "@cython.wraparound(False)\n", + "def normalize(x: cython.double[:]):\n", + " \"\"\"Normalize a 1D array by dividing all its elements using its root-mean-square (RMS) value.\"\"\"\n", + " i: cython.Py_ssize_t\n", + " total: cython.double = 0\n", + " norm: cython.double\n", + " with cython.nogil, parallel():\n", + " for i in prange(x.shape[0]):\n", + " total += x[i]*x[i]\n", + " norm = sqrt(total)\n", + " for i in prange(x.shape[0]):\n", + " x[i] /= norm" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2cf12cab-19da-44c3-a010-0fd5d7db2106", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "def normalize_numpy(x):\n", + " total = np.dot(x, x)\n", + " norm = total ** 0.5\n", + "\n", + " x[:] /= norm" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5b696540-9277-48d6-a95a-44a54163bd6a", + "metadata": {}, + "outputs": [], + "source": [ + "from math import sqrt\n", + "\n", + "def normalize_naive(x):\n", + " total = 0\n", + " for i in range(x.shape[0]):\n", + " total += x[i] * x[i]\n", + "\n", + " norm = sqrt(total)\n", + " for i in range(x.shape[0]):\n", + " x[i] /= norm" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c1b47e5f-0257-47f5-aade-ca633b196e73", + "metadata": {}, + "outputs": [], + "source": [ + "a = 10\n", + "b = 100\n", + "xs = (b - a) * np.random.random_sample(size=100_000) + a\n", + "xs.mean()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "215209c7-8189-4cbd-b226-ab2ad544ee93", + "metadata": {}, + "outputs": [], + "source": [ + "xs_copy = xs.copy()\n", + "%time normalize(xs_copy)\n", + "xs_copy.mean()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2654dd72-3326-4a11-83d9-6aa92d5edf40", + "metadata": {}, + "outputs": [], + "source": [ + "xs_copy = xs.copy()\n", + "%time normalize_numpy(xs_copy)\n", + "xs_copy.mean()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0bf6493d-e876-47a3-a952-d7d4a44c3dbf", + "metadata": {}, + "outputs": [], + "source": [ + "xs_copy = xs.copy()\n", + "%time normalize_naive(xs_copy)\n", + "xs_copy.mean()" + ] } ], "metadata": { From dcfcd0950758fbaffb1033f7aba35094a12322d6 Mon Sep 17 00:00:00 2001 From: "Ashwin V. Mohanan" Date: Wed, 12 Nov 2025 18:00:56 +0100 Subject: [PATCH 10/12] Update timings, add conclusions and step 4 annotate image for Cython --- content/accel-cython.rst | 46 +++++++++++++++++++----------- content/img/cython_annotate_2.png | Bin 259369 -> 126672 bytes 2 files changed, 29 insertions(+), 17 deletions(-) diff --git a/content/accel-cython.rst b/content/accel-cython.rst index e3fd493..a5aabbc 100644 --- a/content/accel-cython.rst +++ b/content/accel-cython.rst @@ -67,7 +67,7 @@ We generate a dataframe and apply the :meth:`apply_integrate_f` function on its ) %timeit apply_integrate_f(df['a'], df['b'], df['N']) - # 108 ms ± 5.93 ms per loop (mean ± std. dev. of 7 runs, 10 loops each) + # 101 ms ± 736 μs per loop (mean ± std. dev. of 7 runs, 10 loops each) Cython: Benchmarking (step 1) @@ -100,7 +100,7 @@ We benchmark the Python code just using Cython, and it may give either similar o .. code-block:: ipython %timeit apply_integrate_f_cython_step1(df['a'], df['b'], df['N']) - # 98.7 ms ± 578 μs per loop (mean ± std. dev. of 7 runs, 10 loops each) + # 102 ms ± 2.06 ms per loop (mean ± std. dev. of 7 runs, 10 loops each) Cython: Adding data type annotation to input variables (step 2) @@ -124,7 +124,7 @@ Now we can start adding data type annotation to the input variables as highlight # this command works (see the description below) %timeit apply_integrate_f_cython_step2(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy()) - # 64.1 ms ± 0.50 ms per loop (mean ± std. dev. of 7 runs, 10 loops each) + # 34.3 ms ± 537 μs per loop (mean ± std. dev. of 7 runs, 10 loops each) .. warning:: @@ -201,7 +201,7 @@ Next step, we further add type annotation to functions. There are three ways of .. code-block:: ipython %timeit apply_integrate_f_cython_step3(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy()) - # 54.9 ms ± 699 µs per loop (mean ± std. dev. of 7 runs, 10 loops each) + # 29.2 ms ± 152 μs per loop (mean ± std. dev. of 7 runs, 10 loops each) Cython: Adding data type annotation to local variables and return (step 4) @@ -221,22 +221,16 @@ Last step, we can add type annotation to local variables within functions and th .. code-block:: ipython %timeit apply_integrate_f_cython_step4(df['a'].to_numpy(), df['b'].to_numpy(), df['N'].to_numpy()) - # 13.8 ms ± 97.8 µs per loop (mean ± std. dev. of 7 runs, 100 loops each) + # 471 μs ± 7.38 μs per loop (mean ± std. dev. of 7 runs, 1,000 loops each) -Now it is ~ 10 times faster than the original Python implementation, and all we have done is to add type declarations on the Python code! -We indeed see much less Python interaction in the code from step 1 to step 4. +Now it is ~200 times faster than the baseline Python implementation, and all we have done is to add type declarations on the Python code! .. figure:: img/cython_annotate_2.png - -.. seealso:: - -In order to make Cython code reusable often some packaging is necessary. The compilation to binary extension can either happen during the packaging itself, or -during installation of a Python package. To learn more about how to package such extensions, read the following guides: - -- *pyOpenSci Python packaging guide*'s page on `build tools `__ -- *Python packaging user guide*'s page on `packaging binary extensions `__ - + :width: 80% + :align: left + + We indeed see much less Python interaction in the code from step 1 to step 4. Other useful features ^^^^^^^^^^^^^^^^^^^^^ @@ -365,4 +359,22 @@ In addition to the above Cython can also, If you compare performance of the the Cython code versus the Numpy code, you might observe that it is either on-par, or slightly worse than Numpy. This is because Numpy vectorized operations also makes use of OpenMP parallelism and is heavily optimized. Nevertheless, it is orders of magnitude - better than a naive implementation. \ No newline at end of file + better than a naive implementation. + +Conclusions +^^^^^^^^^^^ + +.. keypoints:: + + - Cython is a versatile, general purpose compiler for Python code + - Cython is a great way to write high-performance code in Python where algorithms are not available in scientific libraries like Numpy and Scipy and + require custom implementation + +.. seealso:: + + In order to make Cython code reusable often some packaging is necessary. The compilation to binary extension can either happen during the packaging itself, or + during installation of a Python package. 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zYu=u;90@#+)rutf;BpKWP-%0dhINH$c8Q!L?+2O5P39OBd@0ztsT@n5*OXtZ$vag$ zIEYDakJxZFHf-y%S4RjJYUJ(VRG2dG>V&*5G_RD^ahk$V{e6~~&m1ysB`Ehr_)Jgt zh?uK#J|cLA$mkAQ7-O9J4Gi@c$4!-0R95@hn#ZbAo)@7QC&~I3gFGynJ5(^3(AJjM zh=ddLUDH+8iJ*>YClu(veDUHgI6O^w9r71jL$pO3_8p0|!1n1n3y3y~1tr9sNlF*o zLK_+zD^r2(vV}}zeND~E74<+Q9kTLIlCmlyVqDkOLt=@Ddvi`>Q&4*PE;$ARuD9 z!Q|F(asRQ3{{6%0*+oPmb+{DhxqkX@8=HTAArch{Y-wNK_}Aip(E#3|p_J8_5AAw( z_bE>!{`2|$$5%zkA5y|1Q5Q_easLWR1uw^Uj#adUs=C>4PUJ7{x_>+~H_`X+Uy{2< mxrzV9e*5D|In=k@-XA*c5c^dvzI6}$k&=)XFM9Fj!~X$@z$oef From 1d9cde6dd9cd6b953bc782d3e4ff4d45c37735a2 Mon Sep 17 00:00:00 2001 From: qiang Date: Mon, 15 Dec 2025 14:07:11 +0100 Subject: [PATCH 11/12] fixing jumpping problem --- content/accel-cython.rst | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/content/accel-cython.rst b/content/accel-cython.rst index a5aabbc..384f372 100644 --- a/content/accel-cython.rst +++ b/content/accel-cython.rst @@ -190,13 +190,13 @@ Next step, we further add type annotation to functions. There are three ways of - In terms of performance, ``cpdef`` functions may be *as fast as* those using ``cdef`` and might be as slow as ``def`` declared functions. .. tabs:: - .. group-tab:: Pure Python - .. literalinclude:: example/cython/integrate_cython_step3_purepy.py - :emphasize-lines: 7,11,20 + .. group-tab:: Pure Python + .. literalinclude:: example/cython/integrate_cython_step3_purepy.py + :emphasize-lines: 7,11,20 - .. group-tab:: Cython - .. literalinclude:: example/cython/integrate_cython_step3.py - :emphasize-lines: 6,9,16 + .. group-tab:: Cython + .. literalinclude:: example/cython/integrate_cython_step3.py + :emphasize-lines: 6,9,16 .. code-block:: ipython From b747db9a7d2d1581c39a84c692ac1eef7976cb6f Mon Sep 17 00:00:00 2001 From: qiang Date: Mon, 15 Dec 2025 14:10:15 +0100 Subject: [PATCH 12/12] Revert "fixing jumpping problem" This reverts commit 1d9cde6dd9cd6b953bc782d3e4ff4d45c37735a2. --- content/accel-cython.rst | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/content/accel-cython.rst b/content/accel-cython.rst index 384f372..a5aabbc 100644 --- a/content/accel-cython.rst +++ b/content/accel-cython.rst @@ -190,13 +190,13 @@ Next step, we further add type annotation to functions. There are three ways of - In terms of performance, ``cpdef`` functions may be *as fast as* those using ``cdef`` and might be as slow as ``def`` declared functions. .. tabs:: - .. group-tab:: Pure Python - .. literalinclude:: example/cython/integrate_cython_step3_purepy.py - :emphasize-lines: 7,11,20 + .. group-tab:: Pure Python + .. literalinclude:: example/cython/integrate_cython_step3_purepy.py + :emphasize-lines: 7,11,20 - .. group-tab:: Cython - .. literalinclude:: example/cython/integrate_cython_step3.py - :emphasize-lines: 6,9,16 + .. group-tab:: Cython + .. literalinclude:: example/cython/integrate_cython_step3.py + :emphasize-lines: 6,9,16 .. code-block:: ipython