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{
lib,
buildPythonPackage,
fetchFromGitHub,
setuptools,
cmdstanpy,
numpy,
matplotlib,
pandas,
holidays,
tqdm,
importlib-resources,
dask,
distributed,
pytestCheckHook,
}:
buildPythonPackage (finalAttrs: {
pname = "prophet";
version = "1.2.1";
pyproject = true;
src = fetchFromGitHub {
owner = "facebook";
repo = "prophet";
tag = "v${finalAttrs.version}";
hash = "sha256-rG21Q4V0XQjReIHd7vV/aFOUvnLEw/dm8AobXRDUfuA=";
};
sourceRoot = "${finalAttrs.src.name}/python";
env.PROPHET_REPACKAGE_CMDSTAN = "false";
nativeBuildInputs = [ setuptools ];
propagatedBuildInputs = [
cmdstanpy
numpy
matplotlib
pandas
holidays
tqdm
importlib-resources
];
optional-dependencies.parallel = [
dask
distributed
]
++ dask.optional-dependencies.dataframe;
preCheck = ''
# use the generated files from $out for testing
mv prophet/tests .
rm -r prophet
'';
nativeCheckInputs = [ pytestCheckHook ];
pythonImportsCheck = [ "prophet" ];
meta = {
changelog = "https://github.com/facebook/prophet/releases/tag/${finalAttrs.src.tag}";
description = "Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth";
homepage = "https://facebook.github.io/prophet/";
license = lib.licenses.mit;
maintainers = with lib.maintainers; [ tomasajt ];
};
})
|
