1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
|
# Copyright 2013-2021 Lawrence Livermore National Security, LLC and other
# Spack Project Developers. See the top-level COPYRIGHT file for details.
#
# SPDX-License-Identifier: (Apache-2.0 OR MIT)
import os
from spack import *
class PyXgboost(PythonPackage):
"""XGBoost is an optimized distributed gradient boosting library designed to be
highly efficient, flexible and portable."""
homepage = 'https://xgboost.ai/'
pypi = 'xgboost/xgboost-1.3.3.tar.gz'
maintainers = ['adamjstewart']
import_modules = ['xgboost']
version('1.3.3', sha256='397051647bb837915f3ff24afc7d49f7fca57630ffd00fb5ef66ae2a0881fb43')
version('0.90', sha256='d69f90d61a63e8889fd39a31ad00c629bac1ca627f8406b9b6d4594c9e29ab84', deprecated=True)
variant('pandas', default=False, description='Enable Pandas extensions for training.')
variant('scikit-learn', default=False, description='Enable scikit-learn extensions for training.')
variant('dask', default=False, description='Enables Dask extensions for distributed training.')
variant('plotting', default=False, description='Enables tree and importance plotting.')
for ver in ['1.3.3']:
depends_on('xgboost@' + ver, when='@' + ver)
depends_on('cmake@3.12:', when='@1.0:1.2', type='build')
depends_on('llvm-openmp', when='@:1.2 %apple-clang')
depends_on('python@3.6:', when='@1.2:', type=('build', 'run'))
depends_on('python@3.5:', when='@1.0:', type=('build', 'run'))
depends_on('python@3.4:', type=('build', 'run'))
depends_on('py-setuptools', type=('build'))
depends_on('py-numpy', type=('build', 'run'))
depends_on('py-scipy', type=('build', 'run'))
depends_on('py-pandas', when='+pandas', type=('build', 'run'))
depends_on('py-scikit-learn', when='+scikit-learn', type=('build', 'run'))
depends_on('py-dask', when='+dask', type=('build', 'run'))
depends_on('py-pandas', when='+dask', type=('build', 'run'))
depends_on('py-distributed', when='+dask', type=('build', 'run'))
depends_on('py-graphviz', when='+plotting', type=('build', 'run'))
depends_on('py-matplotlib', when='+plotting', type=('build', 'run'))
conflicts('+pandas', when='@:0')
conflicts('+scikit-learn', when='@:0')
conflicts('+dask', when='@:0')
conflicts('+plotting', when='@:0')
@when('@:0.90')
def patch(self):
# Fix OpenMP support on macOS
filter_file("OPENMP_FLAGS = -fopenmp",
"OPENMP_FLAGS = {0}".format(self.compiler.openmp_flag),
os.path.join("xgboost", "Makefile"), string=True)
@when('@1.3:')
def patch(self):
# https://github.com/dmlc/xgboost/issues/6706
# 'setup.py' is hard-coded to search in Python installation prefix
filter_file("lib_path = os.path.join(sys.prefix, 'lib')",
"lib_path = '{0}'".format(self.spec['xgboost'].libs.directories[0]),
"setup.py", string=True)
# Same for run-time search
filter_file("os.path.join(curr_path, 'lib'),",
"'{0}',".format(self.spec['xgboost'].libs.directories[0]),
os.path.join('xgboost', 'libpath.py'), string=True)
@when('@1.3:')
def install_options(self, spec, prefix):
return ['--use-system-libxgboost']
|
