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PORTNAME= lightgbm
DISTVERSION= 4.4.0
CATEGORIES= misc # machine-learning
MASTER_SITES= PYPI
PKGNAMEPREFIX= ${PYTHON_PKGNAMEPREFIX}
MAINTAINER= yuri@FreeBSD.org
COMMENT= Gradient boosting framework that uses tree based learning algorithms
WWW= https://lightgbm.readthedocs.io/en/latest/
LICENSE= MIT
LICENSE_FILE= ${WRKSRC}/LICENSE
NOT_FOR_ARCHS= armv6 armv7 i386 # Exception: Cannot install LightGBM in 32-bit Python, please use 64-bit Python instead
PY_DEPENDS= ${PYNUMPY} \
${PYTHON_PKGNAMEPREFIX}scipy>0:science/py-scipy@${PY_FLAVOR} \
${PYTHON_PKGNAMEPREFIX}scikit-learn>=0.22.0:science/py-scikit-learn@${PY_FLAVOR}
BUILD_DEPENDS= cmake:devel/cmake-core \
gmake:devel/gmake \
${PY_DEPENDS} \
${PYTHON_PKGNAMEPREFIX}pyproject-metadata>0:devel/py-pyproject-metadata@${PY_FLAVOR} \
${PYTHON_PKGNAMEPREFIX}scikit-build-core>0:devel/py-scikit-build-core@${PY_FLAVOR} \
${PYTHON_PKGNAMEPREFIX}wheel>0:devel/py-wheel@${PY_FLAVOR}
RUN_DEPENDS= ${PY_DEPENDS}
USES= eigen:3 python
USE_PYTHON= pep517 autoplist
CXXFLAGS+= -I${LOCALBASE}/include/eigen3
BINARY_ALIAS= make=${GMAKE}
post-install:
@${STRIP_CMD} ${STAGEDIR}${PYTHON_SITELIBDIR}/lightgbm/lib/lib_lightgbm.so
.include <bsd.port.mk>
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