code: def symmetric_difference_all(geometries, axis=None, **kwargs):
      """Returns the symmetric difference of multiple geometries.
  
      This function ignores None values when other Geometry elements are present.
      If all elements of the given axis are None an empty GeometryCollection is
      returned.
  
      Parameters
      ----------
      geometries : array_like
      axis : int, optional
          Axis along which the operation is performed. The default (None)
          performs the operation over all axes, returning a scalar value.
          Axis may be negative, in which case it counts from the last to the
          first axis.
      **kwargs
          See :ref:`NumPy ufunc docs <ufuncs.kwargs>` for other keyword arguments.
  
      See also
      --------
      symmetric_difference
  
      Examples
      --------
      >>> from shapely import LineString
      >>> line1 = LineString([(0, 0), (2, 2)])
      >>> line2 = LineString([(1, 1), (3, 3)])
      >>> symmetric_difference_all([line1, line2])
      <MULTILINESTRING ((0 0, 1 1), (2 2, 3 3))>
      >>> symmetric_difference_all([[line1, line2, None]], axis=1).tolist()
      [<MULTILINESTRING ((0 0, 1 1), (2 2, 3 3))>]
      >>> symmetric_difference_all([line1, None])
      <LINESTRING (0 0, 2 2)>
      >>> symmetric_difference_all([None, None])
      <GEOMETRYCOLLECTION EMPTY>
      """
      geometries = np.asarray(geometries)
      if axis is None:
          geometries = geometries.ravel()
      else:
          geometries = np.rollaxis(
              geometries, axis=axis, start=geometries.ndim
          )
  
      return lib.symmetric_difference_all(geometries, **kwargs)
  
file_path: shapely/shapely/set_operations.py
imports: import numpy
  from shapely import GeometryType, lib
  from shapely.decorators import multithreading_enabled
  from shapely.errors import UnsupportedGEOSVersionError
label_desc: Use image node_id 5 for calling a global function with example usage: symmetric_difference_all(geometries, axis) and returns: lib