70 lines
1.4 KiB
Nix
70 lines
1.4 KiB
Nix
{
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lib,
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buildPythonPackage,
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fetchFromGitHub,
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pythonOlder,
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tensorboard,
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scipy,
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tqdm,
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scikit-learn,
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munkres,
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networkx,
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torch,
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pandas,
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# test dependencies
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pytestCheckHook,
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spacy,
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pyspark,
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dill,
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dask,
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spacy-models,
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}:
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let
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pname = "snorkel";
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version = "0.10.0";
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in
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buildPythonPackage {
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inherit pname version;
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format = "setuptools";
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disabled = pythonOlder "3.8";
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src = fetchFromGitHub {
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owner = "snorkel-team";
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repo = pname;
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rev = "refs/tags/v${version}";
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hash = "sha256-1DgkMHYToiI3266yCND1bXiui80x8AaBttxM83kJImw=";
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};
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propagatedBuildInputs = [
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tensorboard
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scipy
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tqdm
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scikit-learn
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munkres
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networkx
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torch
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pandas
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];
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# test fail because of some wrong path references
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# things like No such file or directory: '/nix/store/8r9x7xv9nfwmd36ca28a39xaharcjdzj-python3.10-pyspark-3.4.0/lib/python3.10/site-packages/pyspark/./bin/spark-submit'
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doCheck = false;
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nativeCheckInputs = [
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pytestCheckHook
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spacy
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pyspark
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dill
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dask
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spacy-models.en_core_web_sm
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] ++ dask.optional-dependencies.distributed;
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meta = with lib; {
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description = "A system for quickly generating training data with weak supervision";
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homepage = "https://github.com/snorkel-team/snorkel";
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changelog = "https://github.com/snorkel/snorkel/releases/tag/v${version}";
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license = licenses.asl20;
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maintainers = with maintainers; [ happysalada ];
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};
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}
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