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"""All minimum dependencies for imbalanced-learn."""
import argparse
NUMPY_MIN_VERSION = "1.17.3"
SCIPY_MIN_VERSION = "1.5.0"
PANDAS_MIN_VERSION = "1.0.5"
SKLEARN_MIN_VERSION = "1.0.2"
TENSORFLOW_MIN_VERSION = "2.4.3"
KERAS_MIN_VERSION = "2.4.3"
JOBLIB_MIN_VERSION = "1.1.1"
THREADPOOLCTL_MIN_VERSION = "2.0.0"
PYTEST_MIN_VERSION = "5.0.1"
# 'build' and 'install' is included to have structured metadata for CI.
# It will NOT be included in setup's extras_require
# The values are (version_spec, comma separated tags)
dependent_packages = {
"numpy": (NUMPY_MIN_VERSION, "install"),
"scipy": (SCIPY_MIN_VERSION, "install"),
"scikit-learn": (SKLEARN_MIN_VERSION, "install"),
"joblib": (JOBLIB_MIN_VERSION, "install"),
"threadpoolctl": (THREADPOOLCTL_MIN_VERSION, "install"),
"pandas": (PANDAS_MIN_VERSION, "optional, docs, examples, tests"),
"tensorflow": (TENSORFLOW_MIN_VERSION, "optional, docs, examples, tests"),
"keras": (KERAS_MIN_VERSION, "optional, docs, examples, tests"),
"matplotlib": ("3.1.2", "docs, examples"),
"seaborn": ("0.9.0", "docs, examples"),
"memory_profiler": ("0.57.0", "docs"),
"pytest": (PYTEST_MIN_VERSION, "tests"),
"pytest-cov": ("2.9.0", "tests"),
"flake8": ("3.8.2", "tests"),
"black": ("23.3.0", "tests"),
"mypy": ("1.3.0", "tests"),
"sphinx": ("6.0.0", "docs"),
"sphinx-gallery": ("0.13.0", "docs"),
"sphinx-copybutton": ("0.5.2", "docs"),
"numpydoc": ("1.5.0", "docs"),
"sphinxcontrib-bibtex": ("2.4.1", "docs"),
"pydata-sphinx-theme": ("0.13.3", "docs"),
"sphinx-design": ("0.5.0", "docs"),
}
# create inverse mapping for setuptools
tag_to_packages: dict = {
extra: [] for extra in ["install", "optional", "docs", "examples", "tests"]
}
for package, (min_version, extras) in dependent_packages.items():
for extra in extras.split(", "):
tag_to_packages[extra].append("{}>={}".format(package, min_version))
# Used by CI to get the min dependencies
if __name__ == "__main__":
parser = argparse.ArgumentParser(description="Get min dependencies for a package")
parser.add_argument("package", choices=dependent_packages)
args = parser.parse_args()
min_version = dependent_packages[args.package][0]
print(min_version)
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