103 lines
2.3 KiB
Nix
103 lines
2.3 KiB
Nix
{
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lib,
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buildPythonPackage,
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fetchFromGitHub,
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# runtime dependencies
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layoutparser,
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python-multipart,
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huggingface-hub,
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opencv-python,
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onnxruntime,
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transformers,
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detectron2,
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paddleocr,
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# check inputs
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pytestCheckHook,
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coverage,
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click,
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httpx,
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mypy,
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pytest-cov-stub,
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pdf2image,
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}:
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buildPythonPackage rec {
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pname = "unstructured-inference";
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version = "1.0.2";
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format = "setuptools";
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src = fetchFromGitHub {
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owner = "Unstructured-IO";
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repo = "unstructured-inference";
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tag = version;
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hash = "sha256-wRFTwSvkPdvvB08qGOvn8lrbUuoXF6yPqNSk9iiB1S8=";
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};
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propagatedBuildInputs =
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[
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layoutparser
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python-multipart
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huggingface-hub
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opencv-python
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onnxruntime
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transformers
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# detectron2 # fails to build
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# paddleocr # 3.12 not yet supported
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# yolox
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]
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++ layoutparser.optional-dependencies.layoutmodels
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++ layoutparser.optional-dependencies.tesseract;
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nativeCheckInputs = [
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pytestCheckHook
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coverage
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click
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httpx
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mypy
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pytest-cov-stub
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pdf2image
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huggingface-hub
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];
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# This dependency needs to be updated properly
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doCheck = false;
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preCheck = ''
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export HOME=$(mktemp -d)
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'';
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disabledTests = [
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# not sure why this fails
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"test_get_path_oob_move_deeply_nested"
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"test_get_path_oob_move_nested[False]"
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# requires yolox
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"test_yolox"
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];
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disabledTestPaths = [
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# network access
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"test_unstructured_inference/inference/test_layout.py"
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"test_unstructured_inference/models/test_chippermodel.py"
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"test_unstructured_inference/models/test_detectron2onnx.py"
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# unclear failure
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"test_unstructured_inference/models/test_donut.py"
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"test_unstructured_inference/models/test_model.py"
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"test_unstructured_inference/models/test_tables.py"
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];
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pythonImportsCheck = [ "unstructured_inference" ];
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meta = with lib; {
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description = "hosted model inference code for layout parsing models";
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homepage = "https://github.com/Unstructured-IO/unstructured-inference";
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changelog = "https://github.com/Unstructured-IO/unstructured-inference/blob/${src.tag}/CHANGELOG.md";
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license = licenses.asl20;
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maintainers = with maintainers; [ happysalada ];
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platforms = [
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"x86_64-linux"
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"x86_64-darwin"
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"aarch64-darwin"
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];
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};
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}
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