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# Copyright 2013-2022 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)

from spack.package import *


class PySdmetrics(PythonPackage):
    """The SDMetrics library provides a set of dataset-agnostic
       tools for evaluating the quality of a synthetic database
       by comparing it to the real database that it is modeled
       after."""

    maintainers = ['Kerilk', 'jke513']

    homepage = "https://github.com/sdv-dev/SDMetrics"
    pypi     = "sdmetrics/sdmetrics-0.4.1.tar.gz"

    version('0.4.1', sha256='28df1cdd6988b3464306c1d189da19ee13a49023c53ca8b3db399fc9fd45fae8')

    depends_on('python@3.6:',               type=('build', 'run'))
    depends_on('py-setuptools',             type='build')
    depends_on('py-numpy@1.18:1.19',        type=('build', 'run'), when='^python@3.6')
    depends_on('py-numpy@1.20:1',           type=('build', 'run'), when='^python@3.7:')
    depends_on('py-pandas@1.1.3:1.1.4',     type=('build', 'run'))
    depends_on('py-scikit-learn@0.24:1',    type=('build', 'run'))
    depends_on('py-scipy@1.5.4:1',          type=('build', 'run'))
    depends_on('py-torch@1.8.0:1',          type=('build', 'run'))
    depends_on('py-copulas@0.6.0:0.6',      type=('build', 'run'))
    depends_on('py-rdt@0.6.1:0.6',          type=('build', 'run'))
    depends_on('py-pyts@0.12.0:0.12',       type=('build', 'run'))