86 lines
1.9 KiB
Nix
86 lines
1.9 KiB
Nix
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{
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lib,
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python3,
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fetchFromGitHub,
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fetchPypi,
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}:
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let
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python3' = python3.override {
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packageOverrides = self: super: {
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scikit-learn =
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let
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version = "1.5.2";
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in
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super.scikit-learn.overridePythonAttrs (old: {
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inherit version;
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src = fetchPypi {
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pname = "scikit_learn";
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inherit version;
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hash = "sha256-tCN+17P90KSIJ5LmjvJUXVuqUKyju0WqffRoE4rY+U0=";
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};
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# There are 2 tests that are failing, disabling the tests for now.
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# - test_csr_polynomial_expansion_index_overflow[csr_array-False-True-2-65535]
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# - test_csr_polynomial_expansion_index_overflow[csr_array-False-True-3-2344]
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doCheck = false;
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});
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};
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self = python3;
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};
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# Make sure to check for which version of scikit-learn this project was built
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# Currently version 2.3.2 is made with scikit-learn 1.5.2
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# Upgrading to newer versions of scikit-learn break the project
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version = "2.3.2";
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in
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python3'.pkgs.buildPythonApplication {
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pname = "rabbit";
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inherit version;
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pyproject = true;
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src = fetchFromGitHub {
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owner = "natarajan-chidambaram";
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repo = "RABBIT";
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tag = version;
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hash = "sha256-icf42vqYPNH1v1wEv/MpqScqMUr/qDlcGoW9kPY2R6s=";
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};
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pythonRelaxDeps = [
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"joblib"
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"numpy"
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"requests"
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"scikit-learn"
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"scipy"
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"tqdm"
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"urllib3"
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];
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build-system = with python3'.pkgs; [
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setuptools
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];
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dependencies = with python3'.pkgs; [
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joblib
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numpy
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pandas
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python-dateutil
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requests
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scikit-learn
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scipy
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tqdm
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urllib3
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];
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pythonImportsCheck = [ "rabbit" ];
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meta = {
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description = "Tool for identifying bot accounts based on their recent GitHub event history";
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homepage = "https://github.com/natarajan-chidambaram/RABBIT";
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license = lib.licenses.asl20;
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mainProgram = "rabbit";
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maintainers = [ ];
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};
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}
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