BUILD,CI: Use latest numpy version to build wheels.

This ensures we use the latest available numpy version to build wheels.
We also no longer build the wheels on ARM64 arch of MacOS since they are built
on the x86_64 arch and thus cannot be tested on the CI release pipeline.
As recommended by the CIBUILDWHEEL team, we have users build the ARM64
wheels on MacOS natively during installation of the package via source
distribution. Both the above address the bug reported in
#129, since the bug
originates from numpy's 2.1.3 version used to build wheels of version
2.0.1.

Author: zoj613

README.md

@@ -169,7 +169,7 @@ Alternatively, one can install from source with the following shell commands:
 ```shell
 $ git clone https://github.com/zoj613/polyagamma.git
 $ cd polyagamma/
-$ pip install cython==0.29.*
+$ pip install cython==3.0.*
 $ cythonize polyagamma/*.pyx
 $ pip install .
 ```

pyproject.toml

@@ -3,9 +3,9 @@ requires = [
     "wheel",
     "setuptools>=61.0.0",
     "setuptools-scm",
-    "numpy==2.1.3; python_version>='3.10' and platform_python_implementation!='PyPy'",
+    "numpy>=2.2.4; python_version>='3.10' and platform_python_implementation!='PyPy'",
     # PyPy specific requirements
-    "numpy==2.1.3; python_version=='3.10' and platform_python_implementation=='PyPy'",
+    "numpy>=2.2.4; python_version=='3.10' and platform_python_implementation=='PyPy'",
 ]
 build-backend = "setuptools.build_meta"
 
@@ -64,9 +64,8 @@ archs = ["auto64"]
 # We also skip musllinux wheels for the aarch64 architecture because building a wheel takes hours.
 skip = ["pp31*", "pp3*_aarch64", "*-musllinux_aarch64"]
 # The test-command string is not parsed correctly on windows so we skip testing the wheel for now.
-# ARM64 wheels on MacOS currently can't be test with cibuildwheels, so we skip testing until it can be supoorted.
-test-skip = ["*-win*", "*-macosx_arm64"]
-before-test = "pip install numpy --pre"
+test-skip = ["*-win*"]
+before-test = "pip install numpy"
 test-command = [
     "python -c 'from polyagamma import random_polyagamma;print(random_polyagamma());'"
 ]
@@ -76,7 +75,10 @@ environment = { SETUPTOOLS_SCM_DEBUG = 1 }
 archs = ["x86_64", "aarch64"]
 
 [tool.cibuildwheel.macos]
-archs = ["x86_64", "arm64"]
+# We skip building of ARM64 wheels because they can't be tested in the CI
+# and we follow recommendations of the cibuildwheel team by having users build
+# them natively at install time of this package via `pip install polyagamma`.
+archs = ["x86_64"]
 
 [[tool.cibuildwheel.overrides]]
 # To avoid errors building numpy for the musllinux linux wheels, we install blas.

requirements-dev.txt

@@ -1,6 +1,6 @@
-cython==3.0.11
-numpy==2.1.3
-pre-commit==4.0.1
-pytest==8.3.3
+cython==3.0.12
+numpy==2.2.4
+pre-commit==4.1.0
+pytest==8.3.5
 pytest-cov==6.0.0
-setuptools==75.3.0
+setuptools==75.8.2