66 lines
1.4 KiB
Nix
66 lines
1.4 KiB
Nix
{ lib
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, buildPythonPackage
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, pytestCheckHook
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, cmake
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, scipy
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, scikit-learn
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, stdenv
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, xgboost
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, pandas
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, matplotlib
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, graphviz
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, datatable
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, hypothesis
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}:
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buildPythonPackage {
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pname = "xgboost";
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inherit (xgboost) version src meta;
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nativeBuildInputs = [ cmake ];
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buildInputs = [ xgboost ];
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propagatedBuildInputs = [ scipy ];
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checkInputs = [
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pytestCheckHook
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scikit-learn
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pandas
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matplotlib
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graphviz
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datatable
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hypothesis
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];
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# Override existing logic for locating libxgboost.so which is not appropriate for Nix
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prePatch = let
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libPath = "${xgboost}/lib/libxgboost${stdenv.hostPlatform.extensions.sharedLibrary}";
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in ''
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echo 'find_lib_path = lambda: ["${libPath}"]' > python-package/xgboost/libpath.py
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'';
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dontUseCmakeConfigure = true;
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postPatch = ''
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cd python-package
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'';
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preCheck = ''
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ln -sf ../demo .
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ln -s ${xgboost}/bin/xgboost ../xgboost
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'';
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pytestFlagsArray = ["../tests/python"];
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disabledTestPaths = [
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# Requires internet access: https://github.com/dmlc/xgboost/blob/03cd087da180b7dff21bd8ef34997bf747016025/tests/python/test_ranking.py#L81
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"../tests/python/test_ranking.py"
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];
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disabledTests = [
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"test_cli_binary_classification"
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"test_model_compatibility"
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] ++ lib.optionals stdenv.isDarwin [
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# fails to connect to the com.apple.fonts daemon in sandboxed mode
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"test_plotting"
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"test_sklearn_plotting"
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];
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__darwinAllowLocalNetworking = true;
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}
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