# 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.itkImageRegionPython
import itk.itkSizePython
import itk.pyBasePython
import itk.ITKCommonBasePython
import itk.itkMatrixPython
import itk.vnl_matrix_fixedPython
import itk.vnl_vectorPython
import itk.stdcomplexPython
import itk.vnl_matrixPython
import itk.itkPointPython
import itk.vnl_vector_refPython
import itk.itkFixedArrayPython
import itk.itkVectorPython
import itk.itkCovariantVectorPython
import itk.itkIndexPython
import itk.itkOffsetPython
import itk.itkImageSourcePython
import itk.itkImagePython
import itk.itkRGBPixelPython
import itk.itkSymmetricSecondRankTensorPython
import itk.itkRGBAPixelPython
import itk.itkImageSourceCommonPython
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__



