depot/third_party/nixpkgs/pkgs/development/python-modules/onnxruntime/default.nix

{
  lib,
  stdenv,
  buildPythonPackage,
  autoPatchelfHook,
  pythonRelaxDepsHook,
  onnxruntime,
  coloredlogs,
  numpy,
  packaging,
  oneDNN,
  re2,

}:

# onnxruntime requires an older protobuf.
# Doing an override in protobuf in the python-packages set
# can give you a functioning Python package but note not
# all Python packages will be compatible then.
#
# Because protobuf is not always needed we remove it
# as a runtime dependency from our wheel.
#
# We do include here the non-Python protobuf so the shared libs
# link correctly. If you do also want to include the Python
# protobuf, you can add it to your Python env, but be aware
# the version likely mismatches with what is used here.

buildPythonPackage {
  inherit (onnxruntime) pname version;
  format = "wheel";
  src = onnxruntime.dist;

  unpackPhase = ''
    cp -r $src dist
    chmod +w dist
  '';

  nativeBuildInputs = [ pythonRelaxDepsHook ] ++ lib.optionals stdenv.isLinux [ autoPatchelfHook ];

  # This project requires fairly large dependencies such as sympy which we really don't always need.
  pythonRemoveDeps = [
    "flatbuffers"
    "protobuf"
    "sympy"
  ];

  # Libraries are not linked correctly.
  buildInputs =
    [
      oneDNN
      re2
      onnxruntime.protobuf
    ]
    ++ lib.optionals onnxruntime.passthru.cudaSupport (
      with onnxruntime.passthru.cudaPackages;
      [
        libcublas # libcublasLt.so.XX libcublas.so.XX
        libcurand # libcurand.so.XX
        libcufft # libcufft.so.XX
        cudnn # libcudnn.soXX
        cuda_cudart # libcudart.so.XX
      ]
    );

  propagatedBuildInputs = [
    coloredlogs
    # flatbuffers
    numpy
    packaging
    # protobuf
    # sympy
  ];

  meta = onnxruntime.meta;
}