2023-08-10 07:59:29 +00:00
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{ lib
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, buildPythonPackage
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, pythonOlder
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, fetchFromGitHub
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, fetchpatch
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, setuptools
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, cmdstanpy
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, numpy
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, matplotlib
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, pandas
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, lunarcalendar
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, convertdate
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, holidays
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, python-dateutil
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, tqdm
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, importlib-resources
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, pytestCheckHook
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}:
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buildPythonPackage rec {
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pname = "prophet";
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version = "1.1.4";
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format = "pyproject";
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disabled = pythonOlder "3.7";
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src = fetchFromGitHub {
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owner = "facebook";
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repo = "prophet";
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rev = "refs/tags/v${version}";
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hash = "sha256-pbJ0xL5wDZ+rKgtQQTJPsB1Mu2QXo3S9MMpiYkURsz0=";
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};
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patches = [
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# TODO: remove when bumping version from 1.1.4
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(fetchpatch {
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name = "fix-stan-file-temp-dest.patch";
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url = "https://github.com/facebook/prophet/commit/374676500795aec9d5cbc7fe5f7a96bf00489809.patch";
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hash = "sha256-sfiQ2V3ZEF0WM9oM1FkL/fhZesQJ1i2EUPYJMdDA2UM=";
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relative = "python";
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})
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];
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2023-08-22 20:05:09 +00:00
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sourceRoot = "${src.name}/python";
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2023-08-10 07:59:29 +00:00
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env.PROPHET_REPACKAGE_CMDSTAN = "false";
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nativeBuildInputs = [ setuptools ];
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# TODO: update when bumping version from 1.1.4
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propagatedBuildInputs = [
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cmdstanpy
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numpy
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matplotlib
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pandas
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lunarcalendar
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convertdate
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holidays
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python-dateutil
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tqdm
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importlib-resources
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];
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preCheck = ''
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# the generated stan_model directory only exists in build/lib*
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cd build/lib*
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'';
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nativeCheckInputs = [ pytestCheckHook ];
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pythonImportsCheck = [ "prophet" ];
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meta = {
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homepage = "https://facebook.github.io/prophet/";
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description = "A tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth";
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changelog = "https://github.com/facebook/prophet/releases/tag/v${version}";
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license = lib.licenses.mit;
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platforms = lib.platforms.linux;
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maintainers = with lib.maintainers; [ tomasajt ];
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};
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}
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