# This file was automatically generated by SWIG (https://www.swig.org).
# Version 4.4.1
#
# Do not make changes to this file unless you know what you are doing - modify
# the SWIG interface file instead.


import collections

from sys import version_info as _version_info
if _version_info < (3, 7, 0):
    raise RuntimeError("Python 3.7 or later required")

from . import _ITKCommonPython


from . import _ITKImageFeaturePython



from sys import version_info as _swig_python_version_info
# Import the low-level C/C++ module
if getattr(globals().get("__spec__"), "parent", None) or __package__ or "." in __name__:
    from . import _itkHessian3DToVesselnessMeasureImageFilterPython
else:
    import _itkHessian3DToVesselnessMeasureImageFilterPython

try:
    import builtins as __builtin__
except ImportError:
    import __builtin__

def _swig_repr(self):
    try:
        strthis = "proxy of " + self.this.__repr__()
    except __builtin__.Exception:
        strthis = ""
    return "<%s.%s; %s >" % (self.__class__.__module__, self.__class__.__name__, strthis,)


def _swig_setattr_nondynamic_instance_variable(set):
    def set_instance_attr(self, name, value):
        if name == "this":
            set(self, name, value)
        elif name == "thisown":
            self.this.own(value)
        elif hasattr(self, name) and isinstance(getattr(type(self), name), property):
            set(self, name, value)
        else:
            raise AttributeError("You cannot add instance attributes to %s" % self)
    return set_instance_attr


def _swig_setattr_nondynamic_class_variable(set):
    def set_class_attr(cls, name, value):
        if hasattr(cls, name) and not isinstance(getattr(cls, name), property):
            set(cls, name, value)
        else:
            raise AttributeError("You cannot add class attributes to %s" % cls)
    return set_class_attr


def _swig_add_metaclass(metaclass):
    """Class decorator for adding a metaclass to a SWIG wrapped class - a slimmed down version of six.add_metaclass"""
    def wrapper(cls):
        return metaclass(cls.__name__, cls.__bases__, cls.__dict__.copy())
    return wrapper


class _SwigNonDynamicMeta(type):
    """Meta class to enforce nondynamic attributes (no new attributes) for a class"""
    __setattr__ = _swig_setattr_nondynamic_class_variable(type.__setattr__)


if _swig_python_version_info[0:2] >= (3, 3):
    import collections.abc
else:
    import collections

import itk.itkImageToImageFilterBPython
import itk.itkImageSourcePython
import itk.itkImageRegionPython
import itk.ITKCommonBasePython
import itk.itkMatrixPython
import itk.itkPointPython
import itk.vnl_vectorPython
import itk.stdcomplexPython
import itk.pyBasePython
import itk.vnl_matrixPython
import itk.itkVectorPython
import itk.itkFixedArrayPython
import itk.vnl_vector_refPython
import itk.vnl_matrix_fixedPython
import itk.itkCovariantVectorPython
import itk.itkIndexPython
import itk.itkOffsetPython
import itk.itkSizePython
import itk.itkImageSourceCommonPython
import itk.itkImagePython
import itk.itkRGBAPixelPython
import itk.itkSymmetricSecondRankTensorPython
import itk.itkRGBPixelPython
import itk.itkVectorImagePython
import itk.itkVariableLengthVectorPython
import itk.itkPhasedArray3DSpecialCoordinatesImagePython
import itk.itkImageToImageFilterCommonPython

def itkHessian3DToVesselnessMeasureImageFilterF_New():
    return itkHessian3DToVesselnessMeasureImageFilterF.New()

class itkHessian3DToVesselnessMeasureImageFilterF(itk.itkImageToImageFilterBPython.itkImageToImageFilterISSRTD33IF3):
    r"""Proxy of C++ itkHessian3DToVesselnessMeasureImageFilterF class."""

    thisown = property(lambda x: x.this.own(), lambda x, v: x.this.own(v), doc="The membership flag")

    def __init__(self, *args, **kwargs):
        raise AttributeError("No constructor defined")
    __repr__ = _swig_repr

    @staticmethod
    def __New_orig__():
        r"""__New_orig__() -> itkHessian3DToVesselnessMeasureImageFilterF_Pointer"""
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterF___New_orig__()

    def Clone(self):
        r"""Clone(self) -> itkHessian3DToVesselnessMeasureImageFilterF_Pointer"""
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterF_Clone(self)

    def SetAlpha1(self, _arg):
        r"""
        SetAlpha1(self, _arg)

        Parameters
        ----------
        _arg: double

        """
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterF_SetAlpha1(self, _arg)

    def GetAlpha1(self):
        r"""GetAlpha1(self) -> double"""
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterF_GetAlpha1(self)

    def SetAlpha2(self, _arg):
        r"""
        SetAlpha2(self, _arg)

        Parameters
        ----------
        _arg: double

        """
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterF_SetAlpha2(self, _arg)

    def GetAlpha2(self):
        r"""GetAlpha2(self) -> double"""
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterF_GetAlpha2(self)
    DoubleConvertibleToOutputCheck = _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterF_DoubleConvertibleToOutputCheck
    
    __swig_destroy__ = _itkHessian3DToVesselnessMeasureImageFilterPython.delete_itkHessian3DToVesselnessMeasureImageFilterF

    @staticmethod
    def cast(obj):
        r"""
        cast(obj) -> itkHessian3DToVesselnessMeasureImageFilterF

        Parameters
        ----------
        obj: itkLightObject *

        """
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterF_cast(obj)

    def New(*args, **kargs):
        """New() -> itkHessian3DToVesselnessMeasureImageFilterF

        Create a new object of the class itkHessian3DToVesselnessMeasureImageFilterF and set the input and the parameters if some
        named or non-named arguments are passed to that method.

        New() tries to assign all the non named parameters to the input of the new objects - the
        first non named parameter in the first input, etc.

        The named parameters are used by calling the method with the same name prefixed by 'Set'.

        Ex:

          itkHessian3DToVesselnessMeasureImageFilterF.New(reader, threshold=10)

        is (most of the time) equivalent to:

          obj = itkHessian3DToVesselnessMeasureImageFilterF.New()
          obj.SetInput(0, reader.GetOutput())
          obj.SetThreshold(10)
        """
        obj = itkHessian3DToVesselnessMeasureImageFilterF.__New_orig__()
        from itk.support import template_class
        template_class.New(obj, *args, **kargs)
        return obj
    New = staticmethod(New)


# Register itkHessian3DToVesselnessMeasureImageFilterF in _itkHessian3DToVesselnessMeasureImageFilterPython:
_itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterF_swigregister(itkHessian3DToVesselnessMeasureImageFilterF)

def itkHessian3DToVesselnessMeasureImageFilterSS_New():
    return itkHessian3DToVesselnessMeasureImageFilterSS.New()

class itkHessian3DToVesselnessMeasureImageFilterSS(itk.itkImageToImageFilterBPython.itkImageToImageFilterISSRTD33ISS3):
    r"""Proxy of C++ itkHessian3DToVesselnessMeasureImageFilterSS class."""

    thisown = property(lambda x: x.this.own(), lambda x, v: x.this.own(v), doc="The membership flag")

    def __init__(self, *args, **kwargs):
        raise AttributeError("No constructor defined")
    __repr__ = _swig_repr

    @staticmethod
    def __New_orig__():
        r"""__New_orig__() -> itkHessian3DToVesselnessMeasureImageFilterSS_Pointer"""
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterSS___New_orig__()

    def Clone(self):
        r"""Clone(self) -> itkHessian3DToVesselnessMeasureImageFilterSS_Pointer"""
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterSS_Clone(self)

    def SetAlpha1(self, _arg):
        r"""
        SetAlpha1(self, _arg)

        Parameters
        ----------
        _arg: double

        """
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterSS_SetAlpha1(self, _arg)

    def GetAlpha1(self):
        r"""GetAlpha1(self) -> double"""
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterSS_GetAlpha1(self)

    def SetAlpha2(self, _arg):
        r"""
        SetAlpha2(self, _arg)

        Parameters
        ----------
        _arg: double

        """
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterSS_SetAlpha2(self, _arg)

    def GetAlpha2(self):
        r"""GetAlpha2(self) -> double"""
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterSS_GetAlpha2(self)
    DoubleConvertibleToOutputCheck = _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterSS_DoubleConvertibleToOutputCheck
    
    __swig_destroy__ = _itkHessian3DToVesselnessMeasureImageFilterPython.delete_itkHessian3DToVesselnessMeasureImageFilterSS

    @staticmethod
    def cast(obj):
        r"""
        cast(obj) -> itkHessian3DToVesselnessMeasureImageFilterSS

        Parameters
        ----------
        obj: itkLightObject *

        """
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterSS_cast(obj)

    def New(*args, **kargs):
        """New() -> itkHessian3DToVesselnessMeasureImageFilterSS

        Create a new object of the class itkHessian3DToVesselnessMeasureImageFilterSS and set the input and the parameters if some
        named or non-named arguments are passed to that method.

        New() tries to assign all the non named parameters to the input of the new objects - the
        first non named parameter in the first input, etc.

        The named parameters are used by calling the method with the same name prefixed by 'Set'.

        Ex:

          itkHessian3DToVesselnessMeasureImageFilterSS.New(reader, threshold=10)

        is (most of the time) equivalent to:

          obj = itkHessian3DToVesselnessMeasureImageFilterSS.New()
          obj.SetInput(0, reader.GetOutput())
          obj.SetThreshold(10)
        """
        obj = itkHessian3DToVesselnessMeasureImageFilterSS.__New_orig__()
        from itk.support import template_class
        template_class.New(obj, *args, **kargs)
        return obj
    New = staticmethod(New)


# Register itkHessian3DToVesselnessMeasureImageFilterSS in _itkHessian3DToVesselnessMeasureImageFilterPython:
_itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterSS_swigregister(itkHessian3DToVesselnessMeasureImageFilterSS)

def itkHessian3DToVesselnessMeasureImageFilterUC_New():
    return itkHessian3DToVesselnessMeasureImageFilterUC.New()

class itkHessian3DToVesselnessMeasureImageFilterUC(itk.itkImageToImageFilterBPython.itkImageToImageFilterISSRTD33IUC3):
    r"""Proxy of C++ itkHessian3DToVesselnessMeasureImageFilterUC class."""

    thisown = property(lambda x: x.this.own(), lambda x, v: x.this.own(v), doc="The membership flag")

    def __init__(self, *args, **kwargs):
        raise AttributeError("No constructor defined")
    __repr__ = _swig_repr

    @staticmethod
    def __New_orig__():
        r"""__New_orig__() -> itkHessian3DToVesselnessMeasureImageFilterUC_Pointer"""
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterUC___New_orig__()

    def Clone(self):
        r"""Clone(self) -> itkHessian3DToVesselnessMeasureImageFilterUC_Pointer"""
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterUC_Clone(self)

    def SetAlpha1(self, _arg):
        r"""
        SetAlpha1(self, _arg)

        Parameters
        ----------
        _arg: double

        """
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterUC_SetAlpha1(self, _arg)

    def GetAlpha1(self):
        r"""GetAlpha1(self) -> double"""
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterUC_GetAlpha1(self)

    def SetAlpha2(self, _arg):
        r"""
        SetAlpha2(self, _arg)

        Parameters
        ----------
        _arg: double

        """
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterUC_SetAlpha2(self, _arg)

    def GetAlpha2(self):
        r"""GetAlpha2(self) -> double"""
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterUC_GetAlpha2(self)
    DoubleConvertibleToOutputCheck = _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterUC_DoubleConvertibleToOutputCheck
    
    __swig_destroy__ = _itkHessian3DToVesselnessMeasureImageFilterPython.delete_itkHessian3DToVesselnessMeasureImageFilterUC

    @staticmethod
    def cast(obj):
        r"""
        cast(obj) -> itkHessian3DToVesselnessMeasureImageFilterUC

        Parameters
        ----------
        obj: itkLightObject *

        """
        return _itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterUC_cast(obj)

    def New(*args, **kargs):
        """New() -> itkHessian3DToVesselnessMeasureImageFilterUC

        Create a new object of the class itkHessian3DToVesselnessMeasureImageFilterUC and set the input and the parameters if some
        named or non-named arguments are passed to that method.

        New() tries to assign all the non named parameters to the input of the new objects - the
        first non named parameter in the first input, etc.

        The named parameters are used by calling the method with the same name prefixed by 'Set'.

        Ex:

          itkHessian3DToVesselnessMeasureImageFilterUC.New(reader, threshold=10)

        is (most of the time) equivalent to:

          obj = itkHessian3DToVesselnessMeasureImageFilterUC.New()
          obj.SetInput(0, reader.GetOutput())
          obj.SetThreshold(10)
        """
        obj = itkHessian3DToVesselnessMeasureImageFilterUC.__New_orig__()
        from itk.support import template_class
        template_class.New(obj, *args, **kargs)
        return obj
    New = staticmethod(New)


# Register itkHessian3DToVesselnessMeasureImageFilterUC in _itkHessian3DToVesselnessMeasureImageFilterPython:
_itkHessian3DToVesselnessMeasureImageFilterPython.itkHessian3DToVesselnessMeasureImageFilterUC_swigregister(itkHessian3DToVesselnessMeasureImageFilterUC)

from itk.support import helpers
import itk.support.types as itkt
from typing import Sequence, Tuple, Union

@helpers.accept_array_like_xarray_torch
def hessian3_d_to_vesselness_measure_image_filter(*args: itkt.ImageLike,  alpha1: float=..., alpha2: float=...,**kwargs)-> itkt.ImageSourceReturn:
    """Functional interface for Hessian3DToVesselnessMeasureImageFilter"""
    import itk

    kwarg_typehints = { 'alpha1':alpha1,'alpha2':alpha2 }
    specified_kwarg_typehints = { k:v for (k,v) in kwarg_typehints.items() if kwarg_typehints[k] is not ... }
    kwargs.update(specified_kwarg_typehints)


    instance = itk.Hessian3DToVesselnessMeasureImageFilter.New(*args, **kwargs)

    return instance.__internal_call__()

def hessian3_d_to_vesselness_measure_image_filter_init_docstring():
    import itk
    from itk.support import template_class

    filter_class = itk.ITKImageFeature.Hessian3DToVesselnessMeasureImageFilter
    hessian3_d_to_vesselness_measure_image_filter.process_object = filter_class
    is_template = isinstance(filter_class, template_class.itkTemplate)
    if is_template:
        filter_object = filter_class.values()[0]
    else:
        filter_object = filter_class

    hessian3_d_to_vesselness_measure_image_filter.__doc__ = filter_object.__doc__



