mathutils_Vector.c

Go to the documentation of this file.

/*
 * This program is free software; you can redistribute it and/or
 * modify it under the terms of the GNU General Public License
 * as published by the Free Software Foundation; either version 2
 * of the License, or (at your option) any later version.
 *
 * This program is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 *
 * You should have received a copy of the GNU General Public License
 * along with this program; if not, write to the Free Software Foundation,
 * Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 */
 
#include <Python.h>
 
#include "mathutils.h"
 
#include "BLI_math.h"
#include "BLI_utildefines.h"
 
#include "../generic/py_capi_utils.h"
 
#ifndef MATH_STANDALONE
#  include "BLI_dynstr.h"
#endif
 
#define MAX_DIMENSIONS 4
 
/* Swizzle axes get packed into a single value that is used as a closure. Each
 * axis uses SWIZZLE_BITS_PER_AXIS bits. The first bit (SWIZZLE_VALID_AXIS) is
 * used as a sentinel: if it is unset, the axis is not valid. */
#define SWIZZLE_BITS_PER_AXIS 3
#define SWIZZLE_VALID_AXIS 0x4
#define SWIZZLE_AXIS 0x3
 
static PyObject *Vector_copy(VectorObject *self);
static PyObject *Vector_deepcopy(VectorObject *self, PyObject *args);
static PyObject *Vector_to_tuple_ex(VectorObject *self, int ndigits);
static int row_vector_multiplication(float r_vec[MAX_DIMENSIONS],
                                     VectorObject *vec,
                                     MatrixObject *mat);
 
static PyObject *Vector_new(PyTypeObject *type, PyObject *args, PyObject *kwds)
{
  float *vec = NULL;
  int size = 3; /* default to a 3D vector */
 
  if (kwds && PyDict_Size(kwds)) {
    PyErr_SetString(PyExc_TypeError,
                    "Vector(): "
                    "takes no keyword args");
    return NULL;
  }
 
  switch (PyTuple_GET_SIZE(args)) {
    case 0:
      vec = PyMem_Malloc(size * sizeof(float));
 
      if (vec == NULL) {
        PyErr_SetString(PyExc_MemoryError,
                        "Vector(): "
                        "problem allocating pointer space");
        return NULL;
      }
 
      copy_vn_fl(vec, size, 0.0f);
      break;
    case 1:
      if ((size = mathutils_array_parse_alloc(
               &vec, 2, PyTuple_GET_ITEM(args, 0), "mathutils.Vector()")) == -1) {
        return NULL;
      }
      break;
    default:
      PyErr_SetString(PyExc_TypeError,
                      "mathutils.Vector(): "
                      "more than a single arg given");
      return NULL;
  }
  return Vector_CreatePyObject_alloc(vec, size, type);
}
 
static PyObject *vec__apply_to_copy(PyObject *(*vec_func)(VectorObject *), VectorObject *self)
{
  PyObject *ret = Vector_copy(self);
  PyObject *ret_dummy = vec_func((VectorObject *)ret);
  if (ret_dummy) {
    Py_DECREF(ret_dummy);
    return (PyObject *)ret;
  }
  /* error */
  Py_DECREF(ret);
  return NULL;
}
 
/*-----------------------CLASS-METHODS----------------------------*/
PyDoc_STRVAR(C_Vector_Fill_doc,
             ".. classmethod:: Fill(size, fill=0.0)\n"
             "\n"
             "   Create a vector of length size with all values set to fill.\n"
             "\n"
             "   :arg size: The length of the vector to be created.\n"
             "   :type size: int\n"
             "   :arg fill: The value used to fill the vector.\n"
             "   :type fill: float\n");
static PyObject *C_Vector_Fill(PyObject *cls, PyObject *args)
{
  float *vec;
  int size;
  float fill = 0.0f;
 
  if (!PyArg_ParseTuple(args, "i|f:Vector.Fill", &size, &fill)) {
    return NULL;
  }
 
  if (size < 2) {
    PyErr_SetString(PyExc_RuntimeError, "Vector(): invalid size");
    return NULL;
  }
 
  vec = PyMem_Malloc(size * sizeof(float));
 
  if (vec == NULL) {
    PyErr_SetString(PyExc_MemoryError,
                    "Vector.Fill(): "
                    "problem allocating pointer space");
    return NULL;
  }
 
  copy_vn_fl(vec, size, fill);
 
  return Vector_CreatePyObject_alloc(vec, size, (PyTypeObject *)cls);
}
 
PyDoc_STRVAR(C_Vector_Range_doc,
             ".. classmethod:: Range(start=0, stop, step=1)\n"
             "\n"
             "   Create a filled with a range of values.\n"
             "\n"
             "   :arg start: The start of the range used to fill the vector.\n"
             "   :type start: int\n"
             "   :arg stop: The end of the range used to fill the vector.\n"
             "   :type stop: int\n"
             "   :arg step: The step between successive values in the vector.\n"
             "   :type step: int\n");
static PyObject *C_Vector_Range(PyObject *cls, PyObject *args)
{
  float *vec;
  int stop, size;
  int start = 0;
  int step = 1;
 
  if (!PyArg_ParseTuple(args, "i|ii:Vector.Range", &start, &stop, &step)) {
    return NULL;
  }
 
  switch (PyTuple_GET_SIZE(args)) {
    case 1:
      size = start;
      start = 0;
      break;
    case 2:
      if (start >= stop) {
        PyErr_SetString(PyExc_RuntimeError,
                        "Start value is larger "
                        "than the stop value");
        return NULL;
      }
 
      size = stop - start;
      break;
    default:
      if (start >= stop) {
        PyErr_SetString(PyExc_RuntimeError,
                        "Start value is larger "
                        "than the stop value");
        return NULL;
      }
 
      size = (stop - start);
 
      if ((size % step) != 0) {
        size += step;
      }
 
      size /= step;
 
      break;
  }
 
  if (size < 2) {
    PyErr_SetString(PyExc_RuntimeError, "Vector(): invalid size");
    return NULL;
  }
 
  vec = PyMem_Malloc(size * sizeof(float));
 
  if (vec == NULL) {
    PyErr_SetString(PyExc_MemoryError,
                    "Vector.Range(): "
                    "problem allocating pointer space");
    return NULL;
  }
 
  range_vn_fl(vec, size, (float)start, (float)step);
 
  return Vector_CreatePyObject_alloc(vec, size, (PyTypeObject *)cls);
}
 
PyDoc_STRVAR(C_Vector_Linspace_doc,
             ".. classmethod:: Linspace(start, stop, size)\n"
             "\n"
             "   Create a vector of the specified size which is filled with linearly spaced "
             "values between start and stop values.\n"
             "\n"
             "   :arg start: The start of the range used to fill the vector.\n"
             "   :type start: int\n"
             "   :arg stop: The end of the range used to fill the vector.\n"
             "   :type stop: int\n"
             "   :arg size: The size of the vector to be created.\n"
             "   :type size: int\n");
static PyObject *C_Vector_Linspace(PyObject *cls, PyObject *args)
{
  float *vec;
  int size;
  float start, end, step;
 
  if (!PyArg_ParseTuple(args, "ffi:Vector.Linspace", &start, &end, &size)) {
    return NULL;
  }
 
  if (size < 2) {
    PyErr_SetString(PyExc_RuntimeError, "Vector.Linspace(): invalid size");
    return NULL;
  }
 
  step = (end - start) / (float)(size - 1);
 
  vec = PyMem_Malloc(size * sizeof(float));
 
  if (vec == NULL) {
    PyErr_SetString(PyExc_MemoryError,
                    "Vector.Linspace(): "
                    "problem allocating pointer space");
    return NULL;
  }
 
  range_vn_fl(vec, size, start, step);
 
  return Vector_CreatePyObject_alloc(vec, size, (PyTypeObject *)cls);
}
 
PyDoc_STRVAR(
    C_Vector_Repeat_doc,
    ".. classmethod:: Repeat(vector, size)\n"
    "\n"
    "   Create a vector by repeating the values in vector until the required size is reached.\n"
    "\n"
    "   :arg tuple: The vector to draw values from.\n"
    "   :type tuple: :class:`mathutils.Vector`\n"
    "   :arg size: The size of the vector to be created.\n"
    "   :type size: int\n");
static PyObject *C_Vector_Repeat(PyObject *cls, PyObject *args)
{
  float *vec;
  float *iter_vec = NULL;
  int i, size, value_size;
  PyObject *value;
 
  if (!PyArg_ParseTuple(args, "Oi:Vector.Repeat", &value, &size)) {
    return NULL;
  }
 
  if (size < 2) {
    PyErr_SetString(PyExc_RuntimeError, "Vector.Repeat(): invalid size");
    return NULL;
  }
 
  if ((value_size = mathutils_array_parse_alloc(
           &iter_vec, 2, value, "Vector.Repeat(vector, size), invalid 'vector' arg")) == -1) {
    return NULL;
  }
 
  if (iter_vec == NULL) {
    PyErr_SetString(PyExc_MemoryError,
                    "Vector.Repeat(): "
                    "problem allocating pointer space");
    return NULL;
  }
 
  vec = PyMem_Malloc(size * sizeof(float));
 
  if (vec == NULL) {
    PyMem_Free(iter_vec);
    PyErr_SetString(PyExc_MemoryError,
                    "Vector.Repeat(): "
                    "problem allocating pointer space");
    return NULL;
  }
 
  i = 0;
  while (i < size) {
    vec[i] = iter_vec[i % value_size];
    i++;
  }
 
  PyMem_Free(iter_vec);
 
  return Vector_CreatePyObject_alloc(vec, size, (PyTypeObject *)cls);
}
 
/*-----------------------------METHODS---------------------------- */
PyDoc_STRVAR(Vector_zero_doc,
             ".. method:: zero()\n"
             "\n"
             "   Set all values to zero.\n");
static PyObject *Vector_zero(VectorObject *self)
{
  if (BaseMath_Prepare_ForWrite(self) == -1) {
    return NULL;
  }
 
  copy_vn_fl(self->vec, self->size, 0.0f);
 
  if (BaseMath_WriteCallback(self) == -1) {
    return NULL;
  }
 
  Py_RETURN_NONE;
}
 
PyDoc_STRVAR(Vector_normalize_doc,
             ".. method:: normalize()\n"
             "\n"
             "   Normalize the vector, making the length of the vector always 1.0.\n"
             "\n"
             "   .. warning:: Normalizing a vector where all values are zero has no effect.\n"
             "\n"
             "   .. note:: Normalize works for vectors of all sizes,\n"
             "      however 4D Vectors w axis is left untouched.\n");
static PyObject *Vector_normalize(VectorObject *self)
{
  const int size = (self->size == 4 ? 3 : self->size);
  if (BaseMath_ReadCallback_ForWrite(self) == -1) {
    return NULL;
  }
 
  normalize_vn(self->vec, size);
 
  (void)BaseMath_WriteCallback(self);
  Py_RETURN_NONE;
}
PyDoc_STRVAR(Vector_normalized_doc,
             ".. method:: normalized()\n"
             "\n"
             "   Return a new, normalized vector.\n"
             "\n"
             "   :return: a normalized copy of the vector\n"
             "   :rtype: :class:`Vector`\n");
static PyObject *Vector_normalized(VectorObject *self)
{
  return vec__apply_to_copy(Vector_normalize, self);
}
 
PyDoc_STRVAR(Vector_resize_doc,
             ".. method:: resize(size=3)\n"
             "\n"
             "   Resize the vector to have size number of elements.\n");
static PyObject *Vector_resize(VectorObject *self, PyObject *value)
{
  int size;
 
  if (self->flag & BASE_MATH_FLAG_IS_WRAP) {
    PyErr_SetString(PyExc_TypeError,
                    "Vector.resize(): "
                    "cannot resize wrapped data - only python vectors");
    return NULL;
  }
  if (self->cb_user) {
    PyErr_SetString(PyExc_TypeError,
                    "Vector.resize(): "
                    "cannot resize a vector that has an owner");
    return NULL;
  }
 
  if ((size = PyC_Long_AsI32(value)) == -1) {
    PyErr_SetString(PyExc_TypeError,
                    "Vector.resize(size): "
                    "expected size argument to be an integer");
    return NULL;
  }
 
  if (size < 2) {
    PyErr_SetString(PyExc_RuntimeError, "Vector.resize(): invalid size");
    return NULL;
  }
 
  self->vec = PyMem_Realloc(self->vec, (size * sizeof(float)));
  if (self->vec == NULL) {
    PyErr_SetString(PyExc_MemoryError,
                    "Vector.resize(): "
                    "problem allocating pointer space");
    return NULL;
  }
 
  /* If the vector has increased in length, set all new elements to 0.0f */
  if (size > self->size) {
    copy_vn_fl(self->vec + self->size, size - self->size, 0.0f);
  }
 
  self->size = size;
  Py_RETURN_NONE;
}
 
PyDoc_STRVAR(Vector_resized_doc,
             ".. method:: resized(size=3)\n"
             "\n"
             "   Return a resized copy of the vector with size number of elements.\n"
             "\n"
             "   :return: a new vector\n"
             "   :rtype: :class:`Vector`\n");
static PyObject *Vector_resized(VectorObject *self, PyObject *value)
{
  int size;
  float *vec;
 
  if ((size = PyLong_AsLong(value)) == -1) {
    return NULL;
  }
 
  if (size < 2) {
    PyErr_SetString(PyExc_RuntimeError, "Vector.resized(): invalid size");
    return NULL;
  }
 
  vec = PyMem_Malloc(size * sizeof(float));
 
  if (vec == NULL) {
    PyErr_SetString(PyExc_MemoryError,
                    "Vector.resized(): "
                    "problem allocating pointer space");
    return NULL;
  }
 
  copy_vn_fl(vec, size, 0.0f);
  memcpy(vec, self->vec, self->size * sizeof(float));
 
  return Vector_CreatePyObject_alloc(vec, size, NULL);
}
 
PyDoc_STRVAR(Vector_resize_2d_doc,
             ".. method:: resize_2d()\n"
             "\n"
             "   Resize the vector to 2D  (x, y).\n");
static PyObject *Vector_resize_2d(VectorObject *self)
{
  if (self->flag & BASE_MATH_FLAG_IS_WRAP) {
    PyErr_SetString(PyExc_TypeError,
                    "Vector.resize_2d(): "
                    "cannot resize wrapped data - only python vectors");
    return NULL;
  }
  if (self->cb_user) {
    PyErr_SetString(PyExc_TypeError,
                    "Vector.resize_2d(): "
                    "cannot resize a vector that has an owner");
    return NULL;
  }
 
  self->vec = PyMem_Realloc(self->vec, sizeof(float[2]));
  if (self->vec == NULL) {
    PyErr_SetString(PyExc_MemoryError,
                    "Vector.resize_2d(): "
                    "problem allocating pointer space");
    return NULL;
  }
 
  self->size = 2;
  Py_RETURN_NONE;
}
 
PyDoc_STRVAR(Vector_resize_3d_doc,
             ".. method:: resize_3d()\n"
             "\n"
             "   Resize the vector to 3D  (x, y, z).\n");
static PyObject *Vector_resize_3d(VectorObject *self)
{
  if (self->flag & BASE_MATH_FLAG_IS_WRAP) {
    PyErr_SetString(PyExc_TypeError,
                    "Vector.resize_3d(): "
                    "cannot resize wrapped data - only python vectors");
    return NULL;
  }
  if (self->cb_user) {
    PyErr_SetString(PyExc_TypeError,
                    "Vector.resize_3d(): "
                    "cannot resize a vector that has an owner");
    return NULL;
  }
 
  self->vec = PyMem_Realloc(self->vec, sizeof(float[3]));
  if (self->vec == NULL) {
    PyErr_SetString(PyExc_MemoryError,
                    "Vector.resize_3d(): "
                    "problem allocating pointer space");
    return NULL;
  }
 
  if (self->size == 2) {
    self->vec[2] = 0.0f;
  }
 
  self->size = 3;
  Py_RETURN_NONE;
}
 
PyDoc_STRVAR(Vector_resize_4d_doc,
             ".. method:: resize_4d()\n"
             "\n"
             "   Resize the vector to 4D (x, y, z, w).\n");
static PyObject *Vector_resize_4d(VectorObject *self)
{
  if (self->flag & BASE_MATH_FLAG_IS_WRAP) {
    PyErr_SetString(PyExc_TypeError,
                    "Vector.resize_4d(): "
                    "cannot resize wrapped data - only python vectors");
    return NULL;
  }
  if (self->cb_user) {
    PyErr_SetString(PyExc_TypeError,
                    "Vector.resize_4d(): "
                    "cannot resize a vector that has an owner");
    return NULL;
  }
 
  self->vec = PyMem_Realloc(self->vec, sizeof(float[4]));
  if (self->vec == NULL) {
    PyErr_SetString(PyExc_MemoryError,
                    "Vector.resize_4d(): "
                    "problem allocating pointer space");
    return NULL;
  }
 
  if (self->size == 2) {
    self->vec[2] = 0.0f;
    self->vec[3] = 1.0f;
  }
  else if (self->size == 3) {
    self->vec[3] = 1.0f;
  }
  self->size = 4;
  Py_RETURN_NONE;
}
PyDoc_STRVAR(Vector_to_2d_doc,
             ".. method:: to_2d()\n"
             "\n"
             "   Return a 2d copy of the vector.\n"
             "\n"
             "   :return: a new vector\n"
             "   :rtype: :class:`Vector`\n");
static PyObject *Vector_to_2d(VectorObject *self)
{
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  return Vector_CreatePyObject(self->vec, 2, Py_TYPE(self));
}
PyDoc_STRVAR(Vector_to_3d_doc,
             ".. method:: to_3d()\n"
             "\n"
             "   Return a 3d copy of the vector.\n"
             "\n"
             "   :return: a new vector\n"
             "   :rtype: :class:`Vector`\n");
static PyObject *Vector_to_3d(VectorObject *self)
{
  float tvec[3] = {0.0f};
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  memcpy(tvec, self->vec, sizeof(float) * MIN2(self->size, 3));
  return Vector_CreatePyObject(tvec, 3, Py_TYPE(self));
}
PyDoc_STRVAR(Vector_to_4d_doc,
             ".. method:: to_4d()\n"
             "\n"
             "   Return a 4d copy of the vector.\n"
             "\n"
             "   :return: a new vector\n"
             "   :rtype: :class:`Vector`\n");
static PyObject *Vector_to_4d(VectorObject *self)
{
  float tvec[4] = {0.0f, 0.0f, 0.0f, 1.0f};
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  memcpy(tvec, self->vec, sizeof(float) * MIN2(self->size, 4));
  return Vector_CreatePyObject(tvec, 4, Py_TYPE(self));
}
 
PyDoc_STRVAR(Vector_to_tuple_doc,
             ".. method:: to_tuple(precision=-1)\n"
             "\n"
             "   Return this vector as a tuple with.\n"
             "\n"
             "   :arg precision: The number to round the value to in [-1, 21].\n"
             "   :type precision: int\n"
             "   :return: the values of the vector rounded by *precision*\n"
             "   :rtype: tuple\n");
/* note: BaseMath_ReadCallback must be called beforehand */
static PyObject *Vector_to_tuple_ex(VectorObject *self, int ndigits)
{
  PyObject *ret;
  int i;
 
  ret = PyTuple_New(self->size);
 
  if (ndigits >= 0) {
    for (i = 0; i < self->size; i++) {
      PyTuple_SET_ITEM(ret, i, PyFloat_FromDouble(double_round((double)self->vec[i], ndigits)));
    }
  }
  else {
    for (i = 0; i < self->size; i++) {
      PyTuple_SET_ITEM(ret, i, PyFloat_FromDouble(self->vec[i]));
    }
  }
 
  return ret;
}
 
static PyObject *Vector_to_tuple(VectorObject *self, PyObject *args)
{
  int ndigits = 0;
 
  if (!PyArg_ParseTuple(args, "|i:to_tuple", &ndigits)) {
    return NULL;
  }
 
  if (ndigits > 22 || ndigits < 0) {
    PyErr_SetString(PyExc_ValueError,
                    "Vector.to_tuple(ndigits): "
                    "ndigits must be between 0 and 21");
    return NULL;
  }
 
  if (PyTuple_GET_SIZE(args) == 0) {
    ndigits = -1;
  }
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  return Vector_to_tuple_ex(self, ndigits);
}
 
PyDoc_STRVAR(Vector_to_track_quat_doc,
             ".. method:: to_track_quat(track, up)\n"
             "\n"
             "   Return a quaternion rotation from the vector and the track and up axis.\n"
             "\n"
             "   :arg track: Track axis in ['X', 'Y', 'Z', '-X', '-Y', '-Z'].\n"
             "   :type track: string\n"
             "   :arg up: Up axis in ['X', 'Y', 'Z'].\n"
             "   :type up: string\n"
             "   :return: rotation from the vector and the track and up axis.\n"
             "   :rtype: :class:`Quaternion`\n");
static PyObject *Vector_to_track_quat(VectorObject *self, PyObject *args)
{
  float vec[3], quat[4];
  const char *strack = NULL;
  const char *sup = NULL;
  short track = 2, up = 1;
 
  if (!PyArg_ParseTuple(args, "|ss:to_track_quat", &strack, &sup)) {
    return NULL;
  }
 
  if (self->size != 3) {
    PyErr_SetString(PyExc_TypeError,
                    "Vector.to_track_quat(): "
                    "only for 3D vectors");
    return NULL;
  }
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  if (strack) {
    const char *axis_err_msg = "only X, -X, Y, -Y, Z or -Z for track axis";
 
    if (strlen(strack) == 2) {
      if (strack[0] == '-') {
        switch (strack[1]) {
          case 'X':
            track = 3;
            break;
          case 'Y':
            track = 4;
            break;
          case 'Z':
            track = 5;
            break;
          default:
            PyErr_SetString(PyExc_ValueError, axis_err_msg);
            return NULL;
        }
      }
      else {
        PyErr_SetString(PyExc_ValueError, axis_err_msg);
        return NULL;
      }
    }
    else if (strlen(strack) == 1) {
      switch (strack[0]) {
        case '-':
        case 'X':
          track = 0;
          break;
        case 'Y':
          track = 1;
          break;
        case 'Z':
          track = 2;
          break;
        default:
          PyErr_SetString(PyExc_ValueError, axis_err_msg);
          return NULL;
      }
    }
    else {
      PyErr_SetString(PyExc_ValueError, axis_err_msg);
      return NULL;
    }
  }
 
  if (sup) {
    const char *axis_err_msg = "only X, Y or Z for up axis";
    if (strlen(sup) == 1) {
      switch (*sup) {
        case 'X':
          up = 0;
          break;
        case 'Y':
          up = 1;
          break;
        case 'Z':
          up = 2;
          break;
        default:
          PyErr_SetString(PyExc_ValueError, axis_err_msg);
          return NULL;
      }
    }
    else {
      PyErr_SetString(PyExc_ValueError, axis_err_msg);
      return NULL;
    }
  }
 
  if (track == up) {
    PyErr_SetString(PyExc_ValueError, "Can't have the same axis for track and up");
    return NULL;
  }
 
  /* Flip vector around, since #vec_to_quat expect a vector from target to tracking object
   * and the python function expects the inverse (a vector to the target). */
  negate_v3_v3(vec, self->vec);
 
  vec_to_quat(quat, vec, track, up);
 
  return Quaternion_CreatePyObject(quat, NULL);
}
 
PyDoc_STRVAR(
    Vector_orthogonal_doc,
    ".. method:: orthogonal()\n"
    "\n"
    "   Return a perpendicular vector.\n"
    "\n"
    "   :return: a new vector 90 degrees from this vector.\n"
    "   :rtype: :class:`Vector`\n"
    "\n"
    "   .. note:: the axis is undefined, only use when any orthogonal vector is acceptable.\n");
static PyObject *Vector_orthogonal(VectorObject *self)
{
  float vec[3];
 
  if (self->size > 3) {
    PyErr_SetString(PyExc_TypeError,
                    "Vector.orthogonal(): "
                    "Vector must be 3D or 2D");
    return NULL;
  }
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  if (self->size == 3) {
    ortho_v3_v3(vec, self->vec);
  }
  else {
    ortho_v2_v2(vec, self->vec);
  }
 
  return Vector_CreatePyObject(vec, self->size, Py_TYPE(self));
}
 
PyDoc_STRVAR(Vector_reflect_doc,
             ".. method:: reflect(mirror)\n"
             "\n"
             "   Return the reflection vector from the *mirror* argument.\n"
             "\n"
             "   :arg mirror: This vector could be a normal from the reflecting surface.\n"
             "   :type mirror: :class:`Vector`\n"
             "   :return: The reflected vector matching the size of this vector.\n"
             "   :rtype: :class:`Vector`\n");
static PyObject *Vector_reflect(VectorObject *self, PyObject *value)
{
  int value_size;
  float mirror[3], vec[3];
  float reflect[3] = {0.0f};
  float tvec[MAX_DIMENSIONS];
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  if ((value_size = mathutils_array_parse(
           tvec, 2, 4, value, "Vector.reflect(other), invalid 'other' arg")) == -1) {
    return NULL;
  }
 
  if (self->size < 2 || self->size > 4) {
    PyErr_SetString(PyExc_ValueError, "Vector must be 2D, 3D or 4D");
    return NULL;
  }
 
  mirror[0] = tvec[0];
  mirror[1] = tvec[1];
  mirror[2] = (value_size > 2) ? tvec[2] : 0.0f;
 
  vec[0] = self->vec[0];
  vec[1] = self->vec[1];
  vec[2] = (value_size > 2) ? self->vec[2] : 0.0f;
 
  normalize_v3(mirror);
  reflect_v3_v3v3(reflect, vec, mirror);
 
  return Vector_CreatePyObject(reflect, self->size, Py_TYPE(self));
}
 
PyDoc_STRVAR(Vector_cross_doc,
             ".. method:: cross(other)\n"
             "\n"
             "   Return the cross product of this vector and another.\n"
             "\n"
             "   :arg other: The other vector to perform the cross product with.\n"
             "   :type other: :class:`Vector`\n"
             "   :return: The cross product.\n"
             "   :rtype: :class:`Vector` or float when 2D vectors are used\n"
             "\n"
             "   .. note:: both vectors must be 2D or 3D\n");
static PyObject *Vector_cross(VectorObject *self, PyObject *value)
{
  PyObject *ret;
  float tvec[3];
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  if (self->size > 3) {
    PyErr_SetString(PyExc_ValueError, "Vector must be 2D or 3D");
    return NULL;
  }
 
  if (mathutils_array_parse(
          tvec, self->size, self->size, value, "Vector.cross(other), invalid 'other' arg") == -1) {
    return NULL;
  }
 
  if (self->size == 3) {
    ret = Vector_CreatePyObject(NULL, 3, Py_TYPE(self));
    cross_v3_v3v3(((VectorObject *)ret)->vec, self->vec, tvec);
  }
  else {
    /* size == 2 */
    ret = PyFloat_FromDouble(cross_v2v2(self->vec, tvec));
  }
  return ret;
}
 
PyDoc_STRVAR(Vector_dot_doc,
             ".. method:: dot(other)\n"
             "\n"
             "   Return the dot product of this vector and another.\n"
             "\n"
             "   :arg other: The other vector to perform the dot product with.\n"
             "   :type other: :class:`Vector`\n"
             "   :return: The dot product.\n"
             "   :rtype: float\n");
static PyObject *Vector_dot(VectorObject *self, PyObject *value)
{
  float *tvec;
  PyObject *ret;
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  if (mathutils_array_parse_alloc(
          &tvec, self->size, value, "Vector.dot(other), invalid 'other' arg") == -1) {
    return NULL;
  }
 
  ret = PyFloat_FromDouble(dot_vn_vn(self->vec, tvec, self->size));
  PyMem_Free(tvec);
  return ret;
}
 
PyDoc_STRVAR(
    Vector_angle_doc,
    ".. function:: angle(other, fallback=None)\n"
    "\n"
    "   Return the angle between two vectors.\n"
    "\n"
    "   :arg other: another vector to compare the angle with\n"
    "   :type other: :class:`Vector`\n"
    "   :arg fallback: return this when the angle can't be calculated (zero length vector),\n"
    "      (instead of raising a :exc:`ValueError`).\n"
    "   :type fallback: any\n"
    "   :return: angle in radians or fallback when given\n"
    "   :rtype: float\n");
static PyObject *Vector_angle(VectorObject *self, PyObject *args)
{
  const int size = MIN2(self->size, 3); /* 4D angle makes no sense */
  float tvec[MAX_DIMENSIONS];
  PyObject *value;
  double dot = 0.0f, dot_self = 0.0f, dot_other = 0.0f;
  int x;
  PyObject *fallback = NULL;
 
  if (!PyArg_ParseTuple(args, "O|O:angle", &value, &fallback)) {
    return NULL;
  }
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  /* don't use clamped size, rule of thumb is vector sizes must match,
   * even though n this case 'w' is ignored */
  if (mathutils_array_parse(
          tvec, self->size, self->size, value, "Vector.angle(other), invalid 'other' arg") == -1) {
    return NULL;
  }
 
  if (self->size > 4) {
    PyErr_SetString(PyExc_ValueError, "Vector must be 2D, 3D or 4D");
    return NULL;
  }
 
  for (x = 0; x < size; x++) {
    dot_self += (double)self->vec[x] * (double)self->vec[x];
    dot_other += (double)tvec[x] * (double)tvec[x];
    dot += (double)self->vec[x] * (double)tvec[x];
  }
 
  if (!dot_self || !dot_other) {
    /* avoid exception */
    if (fallback) {
      Py_INCREF(fallback);
      return fallback;
    }
 
    PyErr_SetString(PyExc_ValueError,
                    "Vector.angle(other): "
                    "zero length vectors have no valid angle");
    return NULL;
  }
 
  return PyFloat_FromDouble(saacos(dot / (sqrt(dot_self) * sqrt(dot_other))));
}
 
PyDoc_STRVAR(
    Vector_angle_signed_doc,
    ".. function:: angle_signed(other, fallback)\n"
    "\n"
    "   Return the signed angle between two 2D vectors (clockwise is positive).\n"
    "\n"
    "   :arg other: another vector to compare the angle with\n"
    "   :type other: :class:`Vector`\n"
    "   :arg fallback: return this when the angle can't be calculated (zero length vector),\n"
    "      (instead of raising a :exc:`ValueError`).\n"
    "   :type fallback: any\n"
    "   :return: angle in radians or fallback when given\n"
    "   :rtype: float\n");
static PyObject *Vector_angle_signed(VectorObject *self, PyObject *args)
{
  float tvec[2];
 
  PyObject *value;
  PyObject *fallback = NULL;
 
  if (!PyArg_ParseTuple(args, "O|O:angle_signed", &value, &fallback)) {
    return NULL;
  }
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  if (mathutils_array_parse(
          tvec, 2, 2, value, "Vector.angle_signed(other), invalid 'other' arg") == -1) {
    return NULL;
  }
 
  if (self->size != 2) {
    PyErr_SetString(PyExc_ValueError, "Vector must be 2D");
    return NULL;
  }
 
  if (is_zero_v2(self->vec) || is_zero_v2(tvec)) {
    /* avoid exception */
    if (fallback) {
      Py_INCREF(fallback);
      return fallback;
    }
 
    PyErr_SetString(PyExc_ValueError,
                    "Vector.angle_signed(other): "
                    "zero length vectors have no valid angle");
    return NULL;
  }
 
  return PyFloat_FromDouble(angle_signed_v2v2(self->vec, tvec));
}
 
PyDoc_STRVAR(Vector_rotation_difference_doc,
             ".. function:: rotation_difference(other)\n"
             "\n"
             "   Returns a quaternion representing the rotational difference between this\n"
             "   vector and another.\n"
             "\n"
             "   :arg other: second vector.\n"
             "   :type other: :class:`Vector`\n"
             "   :return: the rotational difference between the two vectors.\n"
             "   :rtype: :class:`Quaternion`\n"
             "\n"
             "   .. note:: 2D vectors raise an :exc:`AttributeError`.\n");
static PyObject *Vector_rotation_difference(VectorObject *self, PyObject *value)
{
  float quat[4], vec_a[3], vec_b[3];
 
  if (self->size < 3 || self->size > 4) {
    PyErr_SetString(PyExc_ValueError,
                    "vec.difference(value): "
                    "expects both vectors to be size 3 or 4");
    return NULL;
  }
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  if (mathutils_array_parse(
          vec_b, 3, MAX_DIMENSIONS, value, "Vector.difference(other), invalid 'other' arg") ==
      -1) {
    return NULL;
  }
 
  normalize_v3_v3(vec_a, self->vec);
  normalize_v3(vec_b);
 
  rotation_between_vecs_to_quat(quat, vec_a, vec_b);
 
  return Quaternion_CreatePyObject(quat, NULL);
}
 
PyDoc_STRVAR(Vector_project_doc,
             ".. function:: project(other)\n"
             "\n"
             "   Return the projection of this vector onto the *other*.\n"
             "\n"
             "   :arg other: second vector.\n"
             "   :type other: :class:`Vector`\n"
             "   :return: the parallel projection vector\n"
             "   :rtype: :class:`Vector`\n");
static PyObject *Vector_project(VectorObject *self, PyObject *value)
{
  const int size = self->size;
  float *tvec;
  double dot = 0.0f, dot2 = 0.0f;
  int x;
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  if (mathutils_array_parse_alloc(
          &tvec, size, value, "Vector.project(other), invalid 'other' arg") == -1) {
    return NULL;
  }
 
  /* get dot products */
  for (x = 0; x < size; x++) {
    dot += (double)(self->vec[x] * tvec[x]);
    dot2 += (double)(tvec[x] * tvec[x]);
  }
  /* projection */
  dot /= dot2;
  for (x = 0; x < size; x++) {
    tvec[x] *= (float)dot;
  }
  return Vector_CreatePyObject_alloc(tvec, size, Py_TYPE(self));
}
 
PyDoc_STRVAR(Vector_lerp_doc,
             ".. function:: lerp(other, factor)\n"
             "\n"
             "   Returns the interpolation of two vectors.\n"
             "\n"
             "   :arg other: value to interpolate with.\n"
             "   :type other: :class:`Vector`\n"
             "   :arg factor: The interpolation value in [0.0, 1.0].\n"
             "   :type factor: float\n"
             "   :return: The interpolated vector.\n"
             "   :rtype: :class:`Vector`\n");
static PyObject *Vector_lerp(VectorObject *self, PyObject *args)
{
  const int size = self->size;
  PyObject *value = NULL;
  float fac;
  float *tvec;
 
  if (!PyArg_ParseTuple(args, "Of:lerp", &value, &fac)) {
    return NULL;
  }
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  if (mathutils_array_parse_alloc(&tvec, size, value, "Vector.lerp(other), invalid 'other' arg") ==
      -1) {
    return NULL;
  }
 
  interp_vn_vn(tvec, self->vec, 1.0f - fac, size);
 
  return Vector_CreatePyObject_alloc(tvec, size, Py_TYPE(self));
}
 
PyDoc_STRVAR(Vector_slerp_doc,
             ".. function:: slerp(other, factor, fallback=None)\n"
             "\n"
             "   Returns the interpolation of two non-zero vectors (spherical coordinates).\n"
             "\n"
             "   :arg other: value to interpolate with.\n"
             "   :type other: :class:`Vector`\n"
             "   :arg factor: The interpolation value typically in [0.0, 1.0].\n"
             "   :type factor: float\n"
             "   :arg fallback: return this when the vector can't be calculated (zero length "
             "vector or direct opposites),\n"
             "      (instead of raising a :exc:`ValueError`).\n"
             "   :type fallback: any\n"
             "   :return: The interpolated vector.\n"
             "   :rtype: :class:`Vector`\n");
static PyObject *Vector_slerp(VectorObject *self, PyObject *args)
{
  const int size = self->size;
  PyObject *value = NULL;
  float fac, cosom, w[2];
  float self_vec[3], other_vec[3], ret_vec[3];
  float self_len_sq, other_len_sq;
  int x;
  PyObject *fallback = NULL;
 
  if (!PyArg_ParseTuple(args, "Of|O:slerp", &value, &fac, &fallback)) {
    return NULL;
  }
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  if (self->size > 3) {
    PyErr_SetString(PyExc_ValueError, "Vector must be 2D or 3D");
    return NULL;
  }
 
  if (mathutils_array_parse(
          other_vec, size, size, value, "Vector.slerp(other), invalid 'other' arg") == -1) {
    return NULL;
  }
 
  self_len_sq = normalize_vn_vn(self_vec, self->vec, size);
  other_len_sq = normalize_vn(other_vec, size);
 
  /* use fallbacks for zero length vectors */
  if (UNLIKELY((self_len_sq < FLT_EPSILON) || (other_len_sq < FLT_EPSILON))) {
    /* avoid exception */
    if (fallback) {
      Py_INCREF(fallback);
      return fallback;
    }
 
    PyErr_SetString(PyExc_ValueError,
                    "Vector.slerp(): "
                    "zero length vectors unsupported");
    return NULL;
  }
 
  /* We have sane state, execute slerp */
  cosom = (float)dot_vn_vn(self_vec, other_vec, size);
 
  /* direct opposite, can't slerp */
  if (UNLIKELY(cosom < (-1.0f + FLT_EPSILON))) {
    /* avoid exception */
    if (fallback) {
      Py_INCREF(fallback);
      return fallback;
    }
 
    PyErr_SetString(PyExc_ValueError,
                    "Vector.slerp(): "
                    "opposite vectors unsupported");
    return NULL;
  }
 
  interp_dot_slerp(fac, cosom, w);
 
  for (x = 0; x < size; x++) {
    ret_vec[x] = (w[0] * self_vec[x]) + (w[1] * other_vec[x]);
  }
 
  return Vector_CreatePyObject(ret_vec, size, Py_TYPE(self));
}
 
PyDoc_STRVAR(
    Vector_rotate_doc,
    ".. function:: rotate(other)\n"
    "\n"
    "   Rotate the vector by a rotation value.\n"
    "\n"
    "   .. note:: 2D vectors are a special case that can only be rotated by a 2x2 matrix.\n"
    "\n"
    "   :arg other: rotation component of mathutils value\n"
    "   :type other: :class:`Euler`, :class:`Quaternion` or :class:`Matrix`\n");
static PyObject *Vector_rotate(VectorObject *self, PyObject *value)
{
  if (BaseMath_ReadCallback_ForWrite(self) == -1) {
    return NULL;
  }
 
  if (self->size == 2) {
    /* Special case for 2D Vector with 2x2 matrix, so we avoid resizing it to a 3x3. */
    float other_rmat[2][2];
    MatrixObject *pymat;
    if (!Matrix_Parse2x2(value, &pymat)) {
      return NULL;
    }
    normalize_m2_m2(other_rmat, (const float(*)[2])pymat->matrix);
    /* Equivalent to a rotation along the Z axis. */
    mul_m2_v2(other_rmat, self->vec);
  }
  else {
    float other_rmat[3][3];
 
    if (mathutils_any_to_rotmat(other_rmat, value, "Vector.rotate(value)") == -1) {
      return NULL;
    }
 
    mul_m3_v3(other_rmat, self->vec);
  }
 
  (void)BaseMath_WriteCallback(self);
  Py_RETURN_NONE;
}
 
PyDoc_STRVAR(Vector_copy_doc,
             ".. function:: copy()\n"
             "\n"
             "   Returns a copy of this vector.\n"
             "\n"
             "   :return: A copy of the vector.\n"
             "   :rtype: :class:`Vector`\n"
             "\n"
             "   .. note:: use this to get a copy of a wrapped vector with\n"
             "      no reference to the original data.\n");
static PyObject *Vector_copy(VectorObject *self)
{
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  return Vector_CreatePyObject(self->vec, self->size, Py_TYPE(self));
}
static PyObject *Vector_deepcopy(VectorObject *self, PyObject *args)
{
  if (!PyC_CheckArgs_DeepCopy(args)) {
    return NULL;
  }
  return Vector_copy(self);
}
 
static PyObject *Vector_repr(VectorObject *self)
{
  PyObject *ret, *tuple;
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  tuple = Vector_to_tuple_ex(self, -1);
  ret = PyUnicode_FromFormat("Vector(%R)", tuple);
  Py_DECREF(tuple);
  return ret;
}
 
#ifndef MATH_STANDALONE
static PyObject *Vector_str(VectorObject *self)
{
  int i;
 
  DynStr *ds;
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  ds = BLI_dynstr_new();
 
  BLI_dynstr_append(ds, "<Vector (");
 
  for (i = 0; i < self->size; i++) {
    BLI_dynstr_appendf(ds, i ? ", %.4f" : "%.4f", self->vec[i]);
  }
 
  BLI_dynstr_append(ds, ")>");
 
  return mathutils_dynstr_to_py(ds); /* frees ds */
}
#endif
 
/* Sequence Protocol */
/* sequence length len(vector) */
static int Vector_len(VectorObject *self)
{
  return self->size;
}
/* sequence accessor (get): vector[index] */
static PyObject *vector_item_internal(VectorObject *self, int i, const bool is_attr)
{
  if (i < 0) {
    i = self->size - i;
  }
 
  if (i < 0 || i >= self->size) {
    if (is_attr) {
      PyErr_Format(PyExc_AttributeError,
                   "Vector.%c: unavailable on %dd vector",
                   *(((const char *)"xyzw") + i),
                   self->size);
    }
    else {
      PyErr_SetString(PyExc_IndexError, "vector[index]: out of range");
    }
    return NULL;
  }
 
  if (BaseMath_ReadIndexCallback(self, i) == -1) {
    return NULL;
  }
 
  return PyFloat_FromDouble(self->vec[i]);
}
 
static PyObject *Vector_item(VectorObject *self, int i)
{
  return vector_item_internal(self, i, false);
}
/* sequence accessor (set): vector[index] = value */
static int vector_ass_item_internal(VectorObject *self, int i, PyObject *value, const bool is_attr)
{
  float scalar;
 
  if (BaseMath_Prepare_ForWrite(self) == -1) {
    return -1;
  }
 
  if ((scalar = PyFloat_AsDouble(value)) == -1.0f && PyErr_Occurred()) {
    /* parsed item not a number */
    PyErr_SetString(PyExc_TypeError,
                    "vector[index] = x: "
                    "assigned value not a number");
    return -1;
  }
 
  if (i < 0) {
    i = self->size - i;
  }
 
  if (i < 0 || i >= self->size) {
    if (is_attr) {
      PyErr_Format(PyExc_AttributeError,
                   "Vector.%c = x: unavailable on %dd vector",
                   *(((const char *)"xyzw") + i),
                   self->size);
    }
    else {
      PyErr_SetString(PyExc_IndexError,
                      "vector[index] = x: "
                      "assignment index out of range");
    }
    return -1;
  }
  self->vec[i] = scalar;
 
  if (BaseMath_WriteIndexCallback(self, i) == -1) {
    return -1;
  }
  return 0;
}
 
static int Vector_ass_item(VectorObject *self, int i, PyObject *value)
{
  return vector_ass_item_internal(self, i, value, false);
}
 
/* sequence slice (get): vector[a:b] */
static PyObject *Vector_slice(VectorObject *self, int begin, int end)
{
  PyObject *tuple;
  int count;
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  CLAMP(begin, 0, self->size);
  if (end < 0) {
    end = self->size + end + 1;
  }
  CLAMP(end, 0, self->size);
  begin = MIN2(begin, end);
 
  tuple = PyTuple_New(end - begin);
  for (count = begin; count < end; count++) {
    PyTuple_SET_ITEM(tuple, count - begin, PyFloat_FromDouble(self->vec[count]));
  }
 
  return tuple;
}
/* sequence slice (set): vector[a:b] = value */
static int Vector_ass_slice(VectorObject *self, int begin, int end, PyObject *seq)
{
  int size = 0;
  float *vec = NULL;
 
  if (BaseMath_ReadCallback_ForWrite(self) == -1) {
    return -1;
  }
 
  CLAMP(begin, 0, self->size);
  CLAMP(end, 0, self->size);
  begin = MIN2(begin, end);
 
  size = (end - begin);
  if (mathutils_array_parse_alloc(&vec, size, seq, "vector[begin:end] = [...]") == -1) {
    return -1;
  }
 
  if (vec == NULL) {
    PyErr_SetString(PyExc_MemoryError,
                    "vec[:] = seq: "
                    "problem allocating pointer space");
    return -1;
  }
 
  /*parsed well - now set in vector*/
  memcpy(self->vec + begin, vec, size * sizeof(float));
 
  PyMem_Free(vec);
 
  if (BaseMath_WriteCallback(self) == -1) {
    return -1;
  }
 
  return 0;
}
 
/* Numeric Protocols */
/* addition: obj + obj */
static PyObject *Vector_add(PyObject *v1, PyObject *v2)
{
  VectorObject *vec1 = NULL, *vec2 = NULL;
  float *vec = NULL;
 
  if (!VectorObject_Check(v1) || !VectorObject_Check(v2)) {
    PyErr_Format(PyExc_AttributeError,
                 "Vector addition: (%s + %s) "
                 "invalid type for this operation",
                 Py_TYPE(v1)->tp_name,
                 Py_TYPE(v2)->tp_name);
    return NULL;
  }
  vec1 = (VectorObject *)v1;
  vec2 = (VectorObject *)v2;
 
  if (BaseMath_ReadCallback(vec1) == -1 || BaseMath_ReadCallback(vec2) == -1) {
    return NULL;
  }
 
  /*VECTOR + VECTOR*/
  if (vec1->size != vec2->size) {
    PyErr_SetString(PyExc_AttributeError,
                    "Vector addition: "
                    "vectors must have the same dimensions for this operation");
    return NULL;
  }
 
  vec = PyMem_Malloc(vec1->size * sizeof(float));
  if (vec == NULL) {
    PyErr_SetString(PyExc_MemoryError,
                    "Vector(): "
                    "problem allocating pointer space");
    return NULL;
  }
 
  add_vn_vnvn(vec, vec1->vec, vec2->vec, vec1->size);
 
  return Vector_CreatePyObject_alloc(vec, vec1->size, Py_TYPE(v1));
}
 
/* addition in-place: obj += obj */
static PyObject *Vector_iadd(PyObject *v1, PyObject *v2)
{
  VectorObject *vec1 = NULL, *vec2 = NULL;
 
  if (!VectorObject_Check(v1) || !VectorObject_Check(v2)) {
    PyErr_Format(PyExc_AttributeError,
                 "Vector addition: (%s += %s) "
                 "invalid type for this operation",
                 Py_TYPE(v1)->tp_name,
                 Py_TYPE(v2)->tp_name);
    return NULL;
  }
  vec1 = (VectorObject *)v1;
  vec2 = (VectorObject *)v2;
 
  if (vec1->size != vec2->size) {
    PyErr_SetString(PyExc_AttributeError,
                    "Vector addition: "
                    "vectors must have the same dimensions for this operation");
    return NULL;
  }
 
  if (BaseMath_ReadCallback_ForWrite(vec1) == -1 || BaseMath_ReadCallback(vec2) == -1) {
    return NULL;
  }
 
  add_vn_vn(vec1->vec, vec2->vec, vec1->size);
 
  (void)BaseMath_WriteCallback(vec1);
  Py_INCREF(v1);
  return v1;
}
 
/* subtraction: obj - obj */
static PyObject *Vector_sub(PyObject *v1, PyObject *v2)
{
  VectorObject *vec1 = NULL, *vec2 = NULL;
  float *vec;
 
  if (!VectorObject_Check(v1) || !VectorObject_Check(v2)) {
    PyErr_Format(PyExc_AttributeError,
                 "Vector subtraction: (%s - %s) "
                 "invalid type for this operation",
                 Py_TYPE(v1)->tp_name,
                 Py_TYPE(v2)->tp_name);
    return NULL;
  }
  vec1 = (VectorObject *)v1;
  vec2 = (VectorObject *)v2;
 
  if (BaseMath_ReadCallback(vec1) == -1 || BaseMath_ReadCallback(vec2) == -1) {
    return NULL;
  }
 
  if (vec1->size != vec2->size) {
    PyErr_SetString(PyExc_AttributeError,
                    "Vector subtraction: "
                    "vectors must have the same dimensions for this operation");
    return NULL;
  }
 
  vec = PyMem_Malloc(vec1->size * sizeof(float));
  if (vec == NULL) {
    PyErr_SetString(PyExc_MemoryError,
                    "Vector(): "
                    "problem allocating pointer space");
    return NULL;
  }
 
  sub_vn_vnvn(vec, vec1->vec, vec2->vec, vec1->size);
 
  return Vector_CreatePyObject_alloc(vec, vec1->size, Py_TYPE(v1));
}
 
/* subtraction in-place: obj -= obj */
static PyObject *Vector_isub(PyObject *v1, PyObject *v2)
{
  VectorObject *vec1 = NULL, *vec2 = NULL;
 
  if (!VectorObject_Check(v1) || !VectorObject_Check(v2)) {
    PyErr_Format(PyExc_AttributeError,
                 "Vector subtraction: (%s -= %s) "
                 "invalid type for this operation",
                 Py_TYPE(v1)->tp_name,
                 Py_TYPE(v2)->tp_name);
    return NULL;
  }
  vec1 = (VectorObject *)v1;
  vec2 = (VectorObject *)v2;
 
  if (vec1->size != vec2->size) {
    PyErr_SetString(PyExc_AttributeError,
                    "Vector subtraction: "
                    "vectors must have the same dimensions for this operation");
    return NULL;
  }
 
  if (BaseMath_ReadCallback_ForWrite(vec1) == -1 || BaseMath_ReadCallback(vec2) == -1) {
    return NULL;
  }
 
  sub_vn_vn(vec1->vec, vec2->vec, vec1->size);
 
  (void)BaseMath_WriteCallback(vec1);
  Py_INCREF(v1);
  return v1;
}
 
/*------------------------obj * obj------------------------------
 * multiplication */
 
int column_vector_multiplication(float r_vec[MAX_DIMENSIONS], VectorObject *vec, MatrixObject *mat)
{
  float vec_cpy[MAX_DIMENSIONS];
  int row, col, z = 0;
 
  if (mat->num_col != vec->size) {
    if (mat->num_col == 4 && vec->size == 3) {
      vec_cpy[3] = 1.0f;
    }
    else {
      PyErr_SetString(PyExc_ValueError,
                      "matrix * vector: "
                      "len(matrix.col) and len(vector) must be the same, "
                      "except for 4x4 matrix * 3D vector.");
      return -1;
    }
  }
 
  memcpy(vec_cpy, vec->vec, vec->size * sizeof(float));
 
  r_vec[3] = 1.0f;
 
  for (row = 0; row < mat->num_row; row++) {
    double dot = 0.0f;
    for (col = 0; col < mat->num_col; col++) {
      dot += (double)(MATRIX_ITEM(mat, row, col) * vec_cpy[col]);
    }
    r_vec[z++] = (float)dot;
  }
 
  return 0;
}
 
static PyObject *vector_mul_float(VectorObject *vec, const float scalar)
{
  float *tvec = PyMem_Malloc(vec->size * sizeof(float));
  if (tvec == NULL) {
    PyErr_SetString(PyExc_MemoryError,
                    "vec * float: "
                    "problem allocating pointer space");
    return NULL;
  }
 
  mul_vn_vn_fl(tvec, vec->vec, vec->size, scalar);
  return Vector_CreatePyObject_alloc(tvec, vec->size, Py_TYPE(vec));
}
 
static PyObject *vector_mul_vec(VectorObject *vec1, VectorObject *vec2)
{
  float *tvec = PyMem_Malloc(vec1->size * sizeof(float));
  if (tvec == NULL) {
    PyErr_SetString(PyExc_MemoryError,
                    "vec * vec: "
                    "problem allocating pointer space");
    return NULL;
  }
 
  mul_vn_vnvn(tvec, vec1->vec, vec2->vec, vec1->size);
  return Vector_CreatePyObject_alloc(tvec, vec1->size, Py_TYPE(vec1));
}
 
static PyObject *Vector_mul(PyObject *v1, PyObject *v2)
{
  VectorObject *vec1 = NULL, *vec2 = NULL;
  float scalar;
 
  if (VectorObject_Check(v1)) {
    vec1 = (VectorObject *)v1;
    if (BaseMath_ReadCallback(vec1) == -1) {
      return NULL;
    }
  }
  if (VectorObject_Check(v2)) {
    vec2 = (VectorObject *)v2;
    if (BaseMath_ReadCallback(vec2) == -1) {
      return NULL;
    }
  }
 
  /* Intentionally don't support (Quaternion) here, uses reverse order instead. */
 
  /* make sure v1 is always the vector */
  if (vec1 && vec2) {
    if (vec1->size != vec2->size) {
      PyErr_SetString(PyExc_ValueError,
                      "Vector multiplication: "
                      "vectors must have the same dimensions for this operation");
      return NULL;
    }
 
    /* element-wise product */
    return vector_mul_vec(vec1, vec2);
  }
  if (vec1) {
    if (((scalar = PyFloat_AsDouble(v2)) == -1.0f && PyErr_Occurred()) == 0) { /* VEC * FLOAT */
      return vector_mul_float(vec1, scalar);
    }
  }
  else if (vec2) {
    if (((scalar = PyFloat_AsDouble(v1)) == -1.0f && PyErr_Occurred()) == 0) { /* FLOAT * VEC */
      return vector_mul_float(vec2, scalar);
    }
  }
 
  PyErr_Format(PyExc_TypeError,
               "Element-wise multiplication: "
               "not supported between '%.200s' and '%.200s' types",
               Py_TYPE(v1)->tp_name,
               Py_TYPE(v2)->tp_name);
  return NULL;
}
 
/* multiplication in-place: obj *= obj */
static PyObject *Vector_imul(PyObject *v1, PyObject *v2)
{
  VectorObject *vec1 = NULL, *vec2 = NULL;
  float scalar;
 
  if (VectorObject_Check(v1)) {
    vec1 = (VectorObject *)v1;
    if (BaseMath_ReadCallback(vec1) == -1) {
      return NULL;
    }
  }
  if (VectorObject_Check(v2)) {
    vec2 = (VectorObject *)v2;
    if (BaseMath_ReadCallback(vec2) == -1) {
      return NULL;
    }
  }
 
  if (BaseMath_ReadCallback_ForWrite(vec1) == -1) {
    return NULL;
  }
 
  /* Intentionally don't support (Quaternion, Matrix) here, uses reverse order instead. */
 
  if (vec1 && vec2) {
    if (vec1->size != vec2->size) {
      PyErr_SetString(PyExc_ValueError,
                      "Vector multiplication: "
                      "vectors must have the same dimensions for this operation");
      return NULL;
    }
 
    /* Element-wise product in-place. */
    mul_vn_vn(vec1->vec, vec2->vec, vec1->size);
  }
  else if (vec1 && (((scalar = PyFloat_AsDouble(v2)) == -1.0f && PyErr_Occurred()) ==
                    0)) { /* VEC *= FLOAT */
    mul_vn_fl(vec1->vec, vec1->size, scalar);
  }
  else {
    PyErr_Format(PyExc_TypeError,
                 "In place element-wise multiplication: "
                 "not supported between '%.200s' and '%.200s' types",
                 Py_TYPE(v1)->tp_name,
                 Py_TYPE(v2)->tp_name);
    return NULL;
  }
 
  (void)BaseMath_WriteCallback(vec1);
  Py_INCREF(v1);
  return v1;
}
 
static PyObject *Vector_matmul(PyObject *v1, PyObject *v2)
{
  VectorObject *vec1 = NULL, *vec2 = NULL;
  int vec_size;
 
  if (VectorObject_Check(v1)) {
    vec1 = (VectorObject *)v1;
    if (BaseMath_ReadCallback(vec1) == -1) {
      return NULL;
    }
  }
  if (VectorObject_Check(v2)) {
    vec2 = (VectorObject *)v2;
    if (BaseMath_ReadCallback(vec2) == -1) {
      return NULL;
    }
  }
 
  /* Intentionally don't support (Quaternion) here, uses reverse order instead. */
 
  /* make sure v1 is always the vector */
  if (vec1 && vec2) {
    if (vec1->size != vec2->size) {
      PyErr_SetString(PyExc_ValueError,
                      "Vector multiplication: "
                      "vectors must have the same dimensions for this operation");
      return NULL;
    }
 
    /*dot product*/
    return PyFloat_FromDouble(dot_vn_vn(vec1->vec, vec2->vec, vec1->size));
  }
  if (vec1) {
    if (MatrixObject_Check(v2)) {
      /* VEC @ MATRIX */
      float tvec[MAX_DIMENSIONS];
 
      if (BaseMath_ReadCallback((MatrixObject *)v2) == -1) {
        return NULL;
      }
      if (row_vector_multiplication(tvec, vec1, (MatrixObject *)v2) == -1) {
        return NULL;
      }
 
      if (((MatrixObject *)v2)->num_row == 4 && vec1->size == 3) {
        vec_size = 3;
      }
      else {
        vec_size = ((MatrixObject *)v2)->num_col;
      }
 
      return Vector_CreatePyObject(tvec, vec_size, Py_TYPE(vec1));
    }
  }
 
  PyErr_Format(PyExc_TypeError,
               "Vector multiplication: "
               "not supported between '%.200s' and '%.200s' types",
               Py_TYPE(v1)->tp_name,
               Py_TYPE(v2)->tp_name);
  return NULL;
}
 
static PyObject *Vector_imatmul(PyObject *v1, PyObject *v2)
{
  PyErr_Format(PyExc_TypeError,
               "In place vector multiplication: "
               "not supported between '%.200s' and '%.200s' types",
               Py_TYPE(v1)->tp_name,
               Py_TYPE(v2)->tp_name);
  return NULL;
}
 
/* divid: obj / obj */
static PyObject *Vector_div(PyObject *v1, PyObject *v2)
{
  float *vec = NULL, scalar;
  VectorObject *vec1 = NULL;
 
  if (!VectorObject_Check(v1)) { /* not a vector */
    PyErr_SetString(PyExc_TypeError,
                    "Vector division: "
                    "Vector must be divided by a float");
    return NULL;
  }
  vec1 = (VectorObject *)v1; /* vector */
 
  if (BaseMath_ReadCallback(vec1) == -1) {
    return NULL;
  }
 
  if ((scalar = PyFloat_AsDouble(v2)) == -1.0f && PyErr_Occurred()) {
    /* parsed item not a number */
    PyErr_SetString(PyExc_TypeError,
                    "Vector division: "
                    "Vector must be divided by a float");
    return NULL;
  }
 
  if (scalar == 0.0f) {
    PyErr_SetString(PyExc_ZeroDivisionError,
                    "Vector division: "
                    "divide by zero error");
    return NULL;
  }
 
  vec = PyMem_Malloc(vec1->size * sizeof(float));
 
  if (vec == NULL) {
    PyErr_SetString(PyExc_MemoryError,
                    "vec / value: "
                    "problem allocating pointer space");
    return NULL;
  }
 
  mul_vn_vn_fl(vec, vec1->vec, vec1->size, 1.0f / scalar);
 
  return Vector_CreatePyObject_alloc(vec, vec1->size, Py_TYPE(v1));
}
 
/* divide in-place: obj /= obj */
static PyObject *Vector_idiv(PyObject *v1, PyObject *v2)
{
  float scalar;
  VectorObject *vec1 = (VectorObject *)v1;
 
  if (BaseMath_ReadCallback_ForWrite(vec1) == -1) {
    return NULL;
  }
 
  if ((scalar = PyFloat_AsDouble(v2)) == -1.0f && PyErr_Occurred()) {
    /* parsed item not a number */
    PyErr_SetString(PyExc_TypeError,
                    "Vector division: "
                    "Vector must be divided by a float");
    return NULL;
  }
 
  if (scalar == 0.0f) {
    PyErr_SetString(PyExc_ZeroDivisionError,
                    "Vector division: "
                    "divide by zero error");
    return NULL;
  }
 
  mul_vn_fl(vec1->vec, vec1->size, 1.0f / scalar);
 
  (void)BaseMath_WriteCallback(vec1);
 
  Py_INCREF(v1);
  return v1;
}
 
/* -obj
 * returns the negative of this object*/
static PyObject *Vector_neg(VectorObject *self)
{
  float *tvec;
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  tvec = PyMem_Malloc(self->size * sizeof(float));
  negate_vn_vn(tvec, self->vec, self->size);
  return Vector_CreatePyObject_alloc(tvec, self->size, Py_TYPE(self));
}
 
/*------------------------tp_richcmpr
 * returns -1 exception, 0 false, 1 true */
static PyObject *Vector_richcmpr(PyObject *objectA, PyObject *objectB, int comparison_type)
{
  VectorObject *vecA = NULL, *vecB = NULL;
  int result = 0;
  const double epsilon = 0.000001f;
  double lenA, lenB;
 
  if (!VectorObject_Check(objectA) || !VectorObject_Check(objectB)) {
    if (comparison_type == Py_NE) {
      Py_RETURN_TRUE;
    }
 
    Py_RETURN_FALSE;
  }
  vecA = (VectorObject *)objectA;
  vecB = (VectorObject *)objectB;
 
  if (BaseMath_ReadCallback(vecA) == -1 || BaseMath_ReadCallback(vecB) == -1) {
    return NULL;
  }
 
  if (vecA->size != vecB->size) {
    if (comparison_type == Py_NE) {
      Py_RETURN_TRUE;
    }
 
    Py_RETURN_FALSE;
  }
 
  switch (comparison_type) {
    case Py_LT:
      lenA = len_squared_vn(vecA->vec, vecA->size);
      lenB = len_squared_vn(vecB->vec, vecB->size);
      if (lenA < lenB) {
        result = 1;
      }
      break;
    case Py_LE:
      lenA = len_squared_vn(vecA->vec, vecA->size);
      lenB = len_squared_vn(vecB->vec, vecB->size);
      if (lenA < lenB) {
        result = 1;
      }
      else {
        result = (((lenA + epsilon) > lenB) && ((lenA - epsilon) < lenB));
      }
      break;
    case Py_EQ:
      result = EXPP_VectorsAreEqual(vecA->vec, vecB->vec, vecA->size, 1);
      break;
    case Py_NE:
      result = !EXPP_VectorsAreEqual(vecA->vec, vecB->vec, vecA->size, 1);
      break;
    case Py_GT:
      lenA = len_squared_vn(vecA->vec, vecA->size);
      lenB = len_squared_vn(vecB->vec, vecB->size);
      if (lenA > lenB) {
        result = 1;
      }
      break;
    case Py_GE:
      lenA = len_squared_vn(vecA->vec, vecA->size);
      lenB = len_squared_vn(vecB->vec, vecB->size);
      if (lenA > lenB) {
        result = 1;
      }
      else {
        result = (((lenA + epsilon) > lenB) && ((lenA - epsilon) < lenB));
      }
      break;
    default:
      printf("The result of the comparison could not be evaluated");
      break;
  }
  if (result == 1) {
    Py_RETURN_TRUE;
  }
 
  Py_RETURN_FALSE;
}
 
static Py_hash_t Vector_hash(VectorObject *self)
{
  if (BaseMath_ReadCallback(self) == -1) {
    return -1;
  }
 
  if (BaseMathObject_Prepare_ForHash(self) == -1) {
    return -1;
  }
 
  return mathutils_array_hash(self->vec, self->size);
}
 
/*-----------------PROTCOL DECLARATIONS--------------------------*/
static PySequenceMethods Vector_SeqMethods = {
    (lenfunc)Vector_len,              /* sq_length */
    (binaryfunc)NULL,                 /* sq_concat */
    (ssizeargfunc)NULL,               /* sq_repeat */
    (ssizeargfunc)Vector_item,        /* sq_item */
    NULL,                             /* py3 deprecated slice func */
    (ssizeobjargproc)Vector_ass_item, /* sq_ass_item */
    NULL,                             /* py3 deprecated slice assign func */
    (objobjproc)NULL,                 /* sq_contains */
    (binaryfunc)NULL,                 /* sq_inplace_concat */
    (ssizeargfunc)NULL,               /* sq_inplace_repeat */
};
 
static PyObject *Vector_subscript(VectorObject *self, PyObject *item)
{
  if (PyIndex_Check(item)) {
    Py_ssize_t i;
    i = PyNumber_AsSsize_t(item, PyExc_IndexError);
    if (i == -1 && PyErr_Occurred()) {
      return NULL;
    }
    if (i < 0) {
      i += self->size;
    }
    return Vector_item(self, i);
  }
  if (PySlice_Check(item)) {
    Py_ssize_t start, stop, step, slicelength;
 
    if (PySlice_GetIndicesEx(item, self->size, &start, &stop, &step, &slicelength) < 0) {
      return NULL;
    }
 
    if (slicelength <= 0) {
      return PyTuple_New(0);
    }
    if (step == 1) {
      return Vector_slice(self, start, stop);
    }
 
    PyErr_SetString(PyExc_IndexError, "slice steps not supported with vectors");
    return NULL;
  }
 
  PyErr_Format(
      PyExc_TypeError, "vector indices must be integers, not %.200s", Py_TYPE(item)->tp_name);
  return NULL;
}
 
static int Vector_ass_subscript(VectorObject *self, PyObject *item, PyObject *value)
{
  if (PyIndex_Check(item)) {
    Py_ssize_t i = PyNumber_AsSsize_t(item, PyExc_IndexError);
    if (i == -1 && PyErr_Occurred()) {
      return -1;
    }
    if (i < 0) {
      i += self->size;
    }
    return Vector_ass_item(self, i, value);
  }
  if (PySlice_Check(item)) {
    Py_ssize_t start, stop, step, slicelength;
 
    if (PySlice_GetIndicesEx(item, self->size, &start, &stop, &step, &slicelength) < 0) {
      return -1;
    }
 
    if (step == 1) {
      return Vector_ass_slice(self, start, stop, value);
    }
 
    PyErr_SetString(PyExc_IndexError, "slice steps not supported with vectors");
    return -1;
  }
 
  PyErr_Format(
      PyExc_TypeError, "vector indices must be integers, not %.200s", Py_TYPE(item)->tp_name);
  return -1;
}
 
static PyMappingMethods Vector_AsMapping = {
    (lenfunc)Vector_len,
    (binaryfunc)Vector_subscript,
    (objobjargproc)Vector_ass_subscript,
};
 
static PyNumberMethods Vector_NumMethods = {
    (binaryfunc)Vector_add,     /*nb_add*/
    (binaryfunc)Vector_sub,     /*nb_subtract*/
    (binaryfunc)Vector_mul,     /*nb_multiply*/
    NULL,                       /*nb_remainder*/
    NULL,                       /*nb_divmod*/
    NULL,                       /*nb_power*/
    (unaryfunc)Vector_neg,      /*nb_negative*/
    (unaryfunc)Vector_copy,     /*tp_positive*/
    (unaryfunc)NULL,            /*tp_absolute*/
    (inquiry)NULL,              /*tp_bool*/
    (unaryfunc)NULL,            /*nb_invert*/
    NULL,                       /*nb_lshift*/
    (binaryfunc)NULL,           /*nb_rshift*/
    NULL,                       /*nb_and*/
    NULL,                       /*nb_xor*/
    NULL,                       /*nb_or*/
    NULL,                       /*nb_int*/
    NULL,                       /*nb_reserved*/
    NULL,                       /*nb_float*/
    Vector_iadd,                /* nb_inplace_add */
    Vector_isub,                /* nb_inplace_subtract */
    Vector_imul,                /* nb_inplace_multiply */
    NULL,                       /* nb_inplace_remainder */
    NULL,                       /* nb_inplace_power */
    NULL,                       /* nb_inplace_lshift */
    NULL,                       /* nb_inplace_rshift */
    NULL,                       /* nb_inplace_and */
    NULL,                       /* nb_inplace_xor */
    NULL,                       /* nb_inplace_or */
    NULL,                       /* nb_floor_divide */
    Vector_div,                 /* nb_true_divide */
    NULL,                       /* nb_inplace_floor_divide */
    Vector_idiv,                /* nb_inplace_true_divide */
    NULL,                       /* nb_index */
    (binaryfunc)Vector_matmul,  /* nb_matrix_multiply */
    (binaryfunc)Vector_imatmul, /* nb_inplace_matrix_multiply */
};
 
/*------------------PY_OBECT DEFINITION--------------------------*/
 
/* vector axis, vector.x/y/z/w */
 
PyDoc_STRVAR(Vector_axis_x_doc, "Vector X axis.\n\n:type: float");
PyDoc_STRVAR(Vector_axis_y_doc, "Vector Y axis.\n\n:type: float");
PyDoc_STRVAR(Vector_axis_z_doc, "Vector Z axis (3D Vectors only).\n\n:type: float");
PyDoc_STRVAR(Vector_axis_w_doc, "Vector W axis (4D Vectors only).\n\n:type: float");
 
static PyObject *Vector_axis_get(VectorObject *self, void *type)
{
  return vector_item_internal(self, POINTER_AS_INT(type), true);
}
 
static int Vector_axis_set(VectorObject *self, PyObject *value, void *type)
{
  return vector_ass_item_internal(self, POINTER_AS_INT(type), value, true);
}
 
/* vector.length */
 
PyDoc_STRVAR(Vector_length_doc, "Vector Length.\n\n:type: float");
static PyObject *Vector_length_get(VectorObject *self, void *UNUSED(closure))
{
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  return PyFloat_FromDouble(sqrt(dot_vn_vn(self->vec, self->vec, self->size)));
}
 
static int Vector_length_set(VectorObject *self, PyObject *value)
{
  double dot = 0.0f, param;
 
  if (BaseMath_ReadCallback_ForWrite(self) == -1) {
    return -1;
  }
 
  if ((param = PyFloat_AsDouble(value)) == -1.0 && PyErr_Occurred()) {
    PyErr_SetString(PyExc_TypeError, "length must be set to a number");
    return -1;
  }
 
  if (param < 0.0) {
    PyErr_SetString(PyExc_ValueError, "cannot set a vectors length to a negative value");
    return -1;
  }
  if (param == 0.0) {
    copy_vn_fl(self->vec, self->size, 0.0f);
    return 0;
  }
 
  dot = dot_vn_vn(self->vec, self->vec, self->size);
 
  if (!dot) {
    /* cant sqrt zero */
    return 0;
  }
 
  dot = sqrt(dot);
 
  if (dot == param) {
    return 0;
  }
 
  dot = dot / param;
 
  mul_vn_fl(self->vec, self->size, 1.0 / dot);
 
  (void)BaseMath_WriteCallback(self); /* checked already */
 
  return 0;
}
 
/* vector.length_squared */
PyDoc_STRVAR(Vector_length_squared_doc, "Vector length squared (v.dot(v)).\n\n:type: float");
static PyObject *Vector_length_squared_get(VectorObject *self, void *UNUSED(closure))
{
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  return PyFloat_FromDouble(dot_vn_vn(self->vec, self->vec, self->size));
}
 
static PyObject *Vector_swizzle_get(VectorObject *self, void *closure)
{
  size_t axis_to;
  size_t axis_from;
  float vec[MAX_DIMENSIONS];
  uint swizzleClosure;
 
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  /* Unpack the axes from the closure into an array. */
  axis_to = 0;
  swizzleClosure = POINTER_AS_INT(closure);
  while (swizzleClosure & SWIZZLE_VALID_AXIS) {
    axis_from = swizzleClosure & SWIZZLE_AXIS;
    if (axis_from >= self->size) {
      PyErr_SetString(PyExc_AttributeError,
                      "Vector swizzle: "
                      "specified axis not present");
      return NULL;
    }
 
    vec[axis_to] = self->vec[axis_from];
    swizzleClosure = swizzleClosure >> SWIZZLE_BITS_PER_AXIS;
    axis_to++;
  }
 
  return Vector_CreatePyObject(vec, axis_to, Py_TYPE(self));
}
 
static int Vector_swizzle_set(VectorObject *self, PyObject *value, void *closure)
{
  size_t size_from;
  float scalarVal;
 
  size_t axis_from;
  size_t axis_to;
 
  uint swizzleClosure;
 
  float tvec[MAX_DIMENSIONS];
  float vec_assign[MAX_DIMENSIONS];
 
  if (BaseMath_ReadCallback_ForWrite(self) == -1) {
    return -1;
  }
 
  /* Check that the closure can be used with this vector: even 2D vectors have
   * swizzles defined for axes z and w, but they would be invalid. */
  swizzleClosure = POINTER_AS_INT(closure);
  axis_from = 0;
 
  while (swizzleClosure & SWIZZLE_VALID_AXIS) {
    axis_to = swizzleClosure & SWIZZLE_AXIS;
    if (axis_to >= self->size) {
      PyErr_SetString(PyExc_AttributeError,
                      "Vector swizzle: "
                      "specified axis not present");
      return -1;
    }
    swizzleClosure = swizzleClosure >> SWIZZLE_BITS_PER_AXIS;
    axis_from++;
  }
 
  if (((scalarVal = PyFloat_AsDouble(value)) == -1 && PyErr_Occurred()) == 0) {
    int i;
 
    for (i = 0; i < MAX_DIMENSIONS; i++) {
      vec_assign[i] = scalarVal;
    }
 
    size_from = axis_from;
  }
  else if (((void)PyErr_Clear()), /* run but ignore the result */
           (size_from = mathutils_array_parse(
                vec_assign, 2, 4, value, "mathutils.Vector.**** = swizzle assignment")) == -1) {
    return -1;
  }
 
  if (axis_from != size_from) {
    PyErr_SetString(PyExc_AttributeError, "Vector swizzle: size does not match swizzle");
    return -1;
  }
 
  /* Copy vector contents onto swizzled axes. */
  axis_from = 0;
  swizzleClosure = POINTER_AS_INT(closure);
 
  /* We must first copy current vec into tvec, else some org values may be lost.
   * See T31760.
   * Assuming self->size can't be higher than MAX_DIMENSIONS! */
  memcpy(tvec, self->vec, self->size * sizeof(float));
 
  while (swizzleClosure & SWIZZLE_VALID_AXIS) {
    axis_to = swizzleClosure & SWIZZLE_AXIS;
    tvec[axis_to] = vec_assign[axis_from];
    swizzleClosure = swizzleClosure >> SWIZZLE_BITS_PER_AXIS;
    axis_from++;
  }
 
  /* We must copy back the whole tvec into vec, else some changes may be lost (e.g. xz...).
   * See T31760. */
  memcpy(self->vec, tvec, self->size * sizeof(float));
  /* continue with BaseMathObject_WriteCallback at the end */
 
  if (BaseMath_WriteCallback(self) == -1) {
    return -1;
  }
 
  return 0;
}
 
#define _SWIZZLE1(a) ((a) | SWIZZLE_VALID_AXIS)
#define _SWIZZLE2(a, b) (_SWIZZLE1(a) | (((b) | SWIZZLE_VALID_AXIS) << (SWIZZLE_BITS_PER_AXIS)))
#define _SWIZZLE3(a, b, c) \
  (_SWIZZLE2(a, b) | (((c) | SWIZZLE_VALID_AXIS) << (SWIZZLE_BITS_PER_AXIS * 2)))
#define _SWIZZLE4(a, b, c, d) \
  (_SWIZZLE3(a, b, c) | (((d) | SWIZZLE_VALID_AXIS) << (SWIZZLE_BITS_PER_AXIS * 3)))
 
#define SWIZZLE2(a, b) POINTER_FROM_INT(_SWIZZLE2(a, b))
#define SWIZZLE3(a, b, c) POINTER_FROM_INT(_SWIZZLE3(a, b, c))
#define SWIZZLE4(a, b, c, d) POINTER_FROM_INT(_SWIZZLE4(a, b, c, d))
 
/*****************************************************************************/
/* Python attributes get/set structure:                                      */
/*****************************************************************************/
static PyGetSetDef Vector_getseters[] = {
    {"x", (getter)Vector_axis_get, (setter)Vector_axis_set, Vector_axis_x_doc, (void *)0},
    {"y", (getter)Vector_axis_get, (setter)Vector_axis_set, Vector_axis_y_doc, (void *)1},
    {"z", (getter)Vector_axis_get, (setter)Vector_axis_set, Vector_axis_z_doc, (void *)2},
    {"w", (getter)Vector_axis_get, (setter)Vector_axis_set, Vector_axis_w_doc, (void *)3},
    {"length", (getter)Vector_length_get, (setter)Vector_length_set, Vector_length_doc, NULL},
    {"length_squared",
     (getter)Vector_length_squared_get,
     (setter)NULL,
     Vector_length_squared_doc,
     NULL},
    {"magnitude", (getter)Vector_length_get, (setter)Vector_length_set, Vector_length_doc, NULL},
    {"is_wrapped",
     (getter)BaseMathObject_is_wrapped_get,
     (setter)NULL,
     BaseMathObject_is_wrapped_doc,
     NULL},
    {"is_frozen",
     (getter)BaseMathObject_is_frozen_get,
     (setter)NULL,
     BaseMathObject_is_frozen_doc,
     NULL},
    {"owner", (getter)BaseMathObject_owner_get, (setter)NULL, BaseMathObject_owner_doc, NULL},
 
    /* autogenerated swizzle attrs, see Python script above */
    {"xx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE2(0, 0)},
    {"xxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(0, 0, 0)},
    {"xxxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 0, 0, 0)},
    {"xxxy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 0, 0, 1)},
    {"xxxz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 0, 0, 2)},
    {"xxxw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 0, 0, 3)},
    {"xxy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(0, 0, 1)},
    {"xxyx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 0, 1, 0)},
    {"xxyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 0, 1, 1)},
    {"xxyz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 0, 1, 2)},
    {"xxyw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 0, 1, 3)},
    {"xxz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(0, 0, 2)},
    {"xxzx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 0, 2, 0)},
    {"xxzy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 0, 2, 1)},
    {"xxzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 0, 2, 2)},
    {"xxzw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 0, 2, 3)},
    {"xxw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(0, 0, 3)},
    {"xxwx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 0, 3, 0)},
    {"xxwy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 0, 3, 1)},
    {"xxwz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 0, 3, 2)},
    {"xxww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 0, 3, 3)},
    {"xy", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE2(0, 1)},
    {"xyx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(0, 1, 0)},
    {"xyxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 1, 0, 0)},
    {"xyxy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 1, 0, 1)},
    {"xyxz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 1, 0, 2)},
    {"xyxw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 1, 0, 3)},
    {"xyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(0, 1, 1)},
    {"xyyx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 1, 1, 0)},
    {"xyyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 1, 1, 1)},
    {"xyyz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 1, 1, 2)},
    {"xyyw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 1, 1, 3)},
    {"xyz", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(0, 1, 2)},
    {"xyzx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 1, 2, 0)},
    {"xyzy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 1, 2, 1)},
    {"xyzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 1, 2, 2)},
    {"xyzw", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(0, 1, 2, 3)},
    {"xyw", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(0, 1, 3)},
    {"xywx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 1, 3, 0)},
    {"xywy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 1, 3, 1)},
    {"xywz", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(0, 1, 3, 2)},
    {"xyww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 1, 3, 3)},
    {"xz", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE2(0, 2)},
    {"xzx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(0, 2, 0)},
    {"xzxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 2, 0, 0)},
    {"xzxy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 2, 0, 1)},
    {"xzxz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 2, 0, 2)},
    {"xzxw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 2, 0, 3)},
    {"xzy", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(0, 2, 1)},
    {"xzyx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 2, 1, 0)},
    {"xzyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 2, 1, 1)},
    {"xzyz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 2, 1, 2)},
    {"xzyw", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(0, 2, 1, 3)},
    {"xzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(0, 2, 2)},
    {"xzzx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 2, 2, 0)},
    {"xzzy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 2, 2, 1)},
    {"xzzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 2, 2, 2)},
    {"xzzw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 2, 2, 3)},
    {"xzw", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(0, 2, 3)},
    {"xzwx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 2, 3, 0)},
    {"xzwy", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(0, 2, 3, 1)},
    {"xzwz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 2, 3, 2)},
    {"xzww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 2, 3, 3)},
    {"xw", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE2(0, 3)},
    {"xwx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(0, 3, 0)},
    {"xwxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 3, 0, 0)},
    {"xwxy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 3, 0, 1)},
    {"xwxz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 3, 0, 2)},
    {"xwxw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 3, 0, 3)},
    {"xwy", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(0, 3, 1)},
    {"xwyx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 3, 1, 0)},
    {"xwyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 3, 1, 1)},
    {"xwyz", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(0, 3, 1, 2)},
    {"xwyw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 3, 1, 3)},
    {"xwz", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(0, 3, 2)},
    {"xwzx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 3, 2, 0)},
    {"xwzy", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(0, 3, 2, 1)},
    {"xwzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 3, 2, 2)},
    {"xwzw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 3, 2, 3)},
    {"xww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(0, 3, 3)},
    {"xwwx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 3, 3, 0)},
    {"xwwy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 3, 3, 1)},
    {"xwwz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 3, 3, 2)},
    {"xwww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(0, 3, 3, 3)},
    {"yx", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE2(1, 0)},
    {"yxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(1, 0, 0)},
    {"yxxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 0, 0, 0)},
    {"yxxy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 0, 0, 1)},
    {"yxxz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 0, 0, 2)},
    {"yxxw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 0, 0, 3)},
    {"yxy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(1, 0, 1)},
    {"yxyx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 0, 1, 0)},
    {"yxyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 0, 1, 1)},
    {"yxyz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 0, 1, 2)},
    {"yxyw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 0, 1, 3)},
    {"yxz", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(1, 0, 2)},
    {"yxzx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 0, 2, 0)},
    {"yxzy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 0, 2, 1)},
    {"yxzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 0, 2, 2)},
    {"yxzw", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(1, 0, 2, 3)},
    {"yxw", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(1, 0, 3)},
    {"yxwx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 0, 3, 0)},
    {"yxwy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 0, 3, 1)},
    {"yxwz", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(1, 0, 3, 2)},
    {"yxww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 0, 3, 3)},
    {"yy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE2(1, 1)},
    {"yyx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(1, 1, 0)},
    {"yyxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 1, 0, 0)},
    {"yyxy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 1, 0, 1)},
    {"yyxz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 1, 0, 2)},
    {"yyxw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 1, 0, 3)},
    {"yyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(1, 1, 1)},
    {"yyyx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 1, 1, 0)},
    {"yyyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 1, 1, 1)},
    {"yyyz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 1, 1, 2)},
    {"yyyw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 1, 1, 3)},
    {"yyz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(1, 1, 2)},
    {"yyzx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 1, 2, 0)},
    {"yyzy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 1, 2, 1)},
    {"yyzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 1, 2, 2)},
    {"yyzw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 1, 2, 3)},
    {"yyw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(1, 1, 3)},
    {"yywx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 1, 3, 0)},
    {"yywy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 1, 3, 1)},
    {"yywz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 1, 3, 2)},
    {"yyww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 1, 3, 3)},
    {"yz", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE2(1, 2)},
    {"yzx", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(1, 2, 0)},
    {"yzxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 2, 0, 0)},
    {"yzxy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 2, 0, 1)},
    {"yzxz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 2, 0, 2)},
    {"yzxw", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(1, 2, 0, 3)},
    {"yzy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(1, 2, 1)},
    {"yzyx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 2, 1, 0)},
    {"yzyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 2, 1, 1)},
    {"yzyz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 2, 1, 2)},
    {"yzyw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 2, 1, 3)},
    {"yzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(1, 2, 2)},
    {"yzzx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 2, 2, 0)},
    {"yzzy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 2, 2, 1)},
    {"yzzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 2, 2, 2)},
    {"yzzw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 2, 2, 3)},
    {"yzw", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(1, 2, 3)},
    {"yzwx", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(1, 2, 3, 0)},
    {"yzwy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 2, 3, 1)},
    {"yzwz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 2, 3, 2)},
    {"yzww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 2, 3, 3)},
    {"yw", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE2(1, 3)},
    {"ywx", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(1, 3, 0)},
    {"ywxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 3, 0, 0)},
    {"ywxy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 3, 0, 1)},
    {"ywxz", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(1, 3, 0, 2)},
    {"ywxw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 3, 0, 3)},
    {"ywy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(1, 3, 1)},
    {"ywyx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 3, 1, 0)},
    {"ywyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 3, 1, 1)},
    {"ywyz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 3, 1, 2)},
    {"ywyw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 3, 1, 3)},
    {"ywz", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(1, 3, 2)},
    {"ywzx", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(1, 3, 2, 0)},
    {"ywzy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 3, 2, 1)},
    {"ywzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 3, 2, 2)},
    {"ywzw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 3, 2, 3)},
    {"yww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(1, 3, 3)},
    {"ywwx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 3, 3, 0)},
    {"ywwy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 3, 3, 1)},
    {"ywwz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 3, 3, 2)},
    {"ywww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(1, 3, 3, 3)},
    {"zx", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE2(2, 0)},
    {"zxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(2, 0, 0)},
    {"zxxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 0, 0, 0)},
    {"zxxy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 0, 0, 1)},
    {"zxxz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 0, 0, 2)},
    {"zxxw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 0, 0, 3)},
    {"zxy", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(2, 0, 1)},
    {"zxyx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 0, 1, 0)},
    {"zxyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 0, 1, 1)},
    {"zxyz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 0, 1, 2)},
    {"zxyw", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(2, 0, 1, 3)},
    {"zxz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(2, 0, 2)},
    {"zxzx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 0, 2, 0)},
    {"zxzy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 0, 2, 1)},
    {"zxzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 0, 2, 2)},
    {"zxzw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 0, 2, 3)},
    {"zxw", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(2, 0, 3)},
    {"zxwx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 0, 3, 0)},
    {"zxwy", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(2, 0, 3, 1)},
    {"zxwz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 0, 3, 2)},
    {"zxww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 0, 3, 3)},
    {"zy", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE2(2, 1)},
    {"zyx", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(2, 1, 0)},
    {"zyxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 1, 0, 0)},
    {"zyxy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 1, 0, 1)},
    {"zyxz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 1, 0, 2)},
    {"zyxw", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(2, 1, 0, 3)},
    {"zyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(2, 1, 1)},
    {"zyyx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 1, 1, 0)},
    {"zyyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 1, 1, 1)},
    {"zyyz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 1, 1, 2)},
    {"zyyw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 1, 1, 3)},
    {"zyz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(2, 1, 2)},
    {"zyzx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 1, 2, 0)},
    {"zyzy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 1, 2, 1)},
    {"zyzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 1, 2, 2)},
    {"zyzw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 1, 2, 3)},
    {"zyw", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(2, 1, 3)},
    {"zywx", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(2, 1, 3, 0)},
    {"zywy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 1, 3, 1)},
    {"zywz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 1, 3, 2)},
    {"zyww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 1, 3, 3)},
    {"zz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE2(2, 2)},
    {"zzx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(2, 2, 0)},
    {"zzxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 2, 0, 0)},
    {"zzxy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 2, 0, 1)},
    {"zzxz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 2, 0, 2)},
    {"zzxw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 2, 0, 3)},
    {"zzy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(2, 2, 1)},
    {"zzyx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 2, 1, 0)},
    {"zzyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 2, 1, 1)},
    {"zzyz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 2, 1, 2)},
    {"zzyw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 2, 1, 3)},
    {"zzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(2, 2, 2)},
    {"zzzx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 2, 2, 0)},
    {"zzzy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 2, 2, 1)},
    {"zzzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 2, 2, 2)},
    {"zzzw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 2, 2, 3)},
    {"zzw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(2, 2, 3)},
    {"zzwx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 2, 3, 0)},
    {"zzwy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 2, 3, 1)},
    {"zzwz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 2, 3, 2)},
    {"zzww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 2, 3, 3)},
    {"zw", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE2(2, 3)},
    {"zwx", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(2, 3, 0)},
    {"zwxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 3, 0, 0)},
    {"zwxy", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(2, 3, 0, 1)},
    {"zwxz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 3, 0, 2)},
    {"zwxw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 3, 0, 3)},
    {"zwy", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(2, 3, 1)},
    {"zwyx", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(2, 3, 1, 0)},
    {"zwyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 3, 1, 1)},
    {"zwyz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 3, 1, 2)},
    {"zwyw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 3, 1, 3)},
    {"zwz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(2, 3, 2)},
    {"zwzx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 3, 2, 0)},
    {"zwzy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 3, 2, 1)},
    {"zwzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 3, 2, 2)},
    {"zwzw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 3, 2, 3)},
    {"zww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(2, 3, 3)},
    {"zwwx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 3, 3, 0)},
    {"zwwy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 3, 3, 1)},
    {"zwwz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 3, 3, 2)},
    {"zwww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(2, 3, 3, 3)},
    {"wx", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE2(3, 0)},
    {"wxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(3, 0, 0)},
    {"wxxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 0, 0, 0)},
    {"wxxy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 0, 0, 1)},
    {"wxxz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 0, 0, 2)},
    {"wxxw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 0, 0, 3)},
    {"wxy", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(3, 0, 1)},
    {"wxyx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 0, 1, 0)},
    {"wxyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 0, 1, 1)},
    {"wxyz", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(3, 0, 1, 2)},
    {"wxyw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 0, 1, 3)},
    {"wxz", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(3, 0, 2)},
    {"wxzx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 0, 2, 0)},
    {"wxzy", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(3, 0, 2, 1)},
    {"wxzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 0, 2, 2)},
    {"wxzw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 0, 2, 3)},
    {"wxw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(3, 0, 3)},
    {"wxwx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 0, 3, 0)},
    {"wxwy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 0, 3, 1)},
    {"wxwz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 0, 3, 2)},
    {"wxww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 0, 3, 3)},
    {"wy", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE2(3, 1)},
    {"wyx", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(3, 1, 0)},
    {"wyxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 1, 0, 0)},
    {"wyxy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 1, 0, 1)},
    {"wyxz", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(3, 1, 0, 2)},
    {"wyxw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 1, 0, 3)},
    {"wyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(3, 1, 1)},
    {"wyyx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 1, 1, 0)},
    {"wyyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 1, 1, 1)},
    {"wyyz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 1, 1, 2)},
    {"wyyw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 1, 1, 3)},
    {"wyz", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(3, 1, 2)},
    {"wyzx", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(3, 1, 2, 0)},
    {"wyzy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 1, 2, 1)},
    {"wyzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 1, 2, 2)},
    {"wyzw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 1, 2, 3)},
    {"wyw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(3, 1, 3)},
    {"wywx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 1, 3, 0)},
    {"wywy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 1, 3, 1)},
    {"wywz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 1, 3, 2)},
    {"wyww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 1, 3, 3)},
    {"wz", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE2(3, 2)},
    {"wzx", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(3, 2, 0)},
    {"wzxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 2, 0, 0)},
    {"wzxy", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(3, 2, 0, 1)},
    {"wzxz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 2, 0, 2)},
    {"wzxw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 2, 0, 3)},
    {"wzy", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE3(3, 2, 1)},
    {"wzyx", (getter)Vector_swizzle_get, (setter)Vector_swizzle_set, NULL, SWIZZLE4(3, 2, 1, 0)},
    {"wzyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 2, 1, 1)},
    {"wzyz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 2, 1, 2)},
    {"wzyw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 2, 1, 3)},
    {"wzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(3, 2, 2)},
    {"wzzx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 2, 2, 0)},
    {"wzzy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 2, 2, 1)},
    {"wzzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 2, 2, 2)},
    {"wzzw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 2, 2, 3)},
    {"wzw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(3, 2, 3)},
    {"wzwx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 2, 3, 0)},
    {"wzwy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 2, 3, 1)},
    {"wzwz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 2, 3, 2)},
    {"wzww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 2, 3, 3)},
    {"ww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE2(3, 3)},
    {"wwx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(3, 3, 0)},
    {"wwxx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 3, 0, 0)},
    {"wwxy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 3, 0, 1)},
    {"wwxz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 3, 0, 2)},
    {"wwxw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 3, 0, 3)},
    {"wwy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(3, 3, 1)},
    {"wwyx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 3, 1, 0)},
    {"wwyy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 3, 1, 1)},
    {"wwyz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 3, 1, 2)},
    {"wwyw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 3, 1, 3)},
    {"wwz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(3, 3, 2)},
    {"wwzx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 3, 2, 0)},
    {"wwzy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 3, 2, 1)},
    {"wwzz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 3, 2, 2)},
    {"wwzw", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 3, 2, 3)},
    {"www", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE3(3, 3, 3)},
    {"wwwx", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 3, 3, 0)},
    {"wwwy", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 3, 3, 1)},
    {"wwwz", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 3, 3, 2)},
    {"wwww", (getter)Vector_swizzle_get, (setter)NULL, NULL, SWIZZLE4(3, 3, 3, 3)},
 
#undef AXIS_FROM_CHAR
#undef SWIZZLE1
#undef SWIZZLE2
#undef SWIZZLE3
#undef SWIZZLE4
#undef _SWIZZLE1
#undef _SWIZZLE2
#undef _SWIZZLE3
#undef _SWIZZLE4
 
    {NULL, NULL, NULL, NULL, NULL} /* Sentinel */
};
 
static int row_vector_multiplication(float r_vec[MAX_DIMENSIONS],
                                     VectorObject *vec,
                                     MatrixObject *mat)
{
  float vec_cpy[MAX_DIMENSIONS];
  int row, col, z = 0, vec_size = vec->size;
 
  if (mat->num_row != vec_size) {
    if (mat->num_row == 4 && vec_size == 3) {
      vec_cpy[3] = 1.0f;
    }
    else {
      PyErr_SetString(PyExc_ValueError,
                      "vector * matrix: matrix column size "
                      "and the vector size must be the same");
      return -1;
    }
  }
 
  if (BaseMath_ReadCallback(vec) == -1 || BaseMath_ReadCallback(mat) == -1) {
    return -1;
  }
 
  memcpy(vec_cpy, vec->vec, vec_size * sizeof(float));
 
  r_vec[3] = 1.0f;
  /* muliplication */
  for (col = 0; col < mat->num_col; col++) {
    double dot = 0.0;
    for (row = 0; row < mat->num_row; row++) {
      dot += (double)(MATRIX_ITEM(mat, row, col) * vec_cpy[row]);
    }
    r_vec[z++] = (float)dot;
  }
  return 0;
}
 
/*----------------------------Vector.negate() -------------------- */
PyDoc_STRVAR(Vector_negate_doc,
             ".. method:: negate()\n"
             "\n"
             "   Set all values to their negative.\n");
static PyObject *Vector_negate(VectorObject *self)
{
  if (BaseMath_ReadCallback(self) == -1) {
    return NULL;
  }
 
  negate_vn(self->vec, self->size);
 
  (void)BaseMath_WriteCallback(self); /* already checked for error */
  Py_RETURN_NONE;
}
 
static struct PyMethodDef Vector_methods[] = {
    /* Class Methods */
    {"Fill", (PyCFunction)C_Vector_Fill, METH_VARARGS | METH_CLASS, C_Vector_Fill_doc},
    {"Range", (PyCFunction)C_Vector_Range, METH_VARARGS | METH_CLASS, C_Vector_Range_doc},
    {"Linspace", (PyCFunction)C_Vector_Linspace, METH_VARARGS | METH_CLASS, C_Vector_Linspace_doc},
    {"Repeat", (PyCFunction)C_Vector_Repeat, METH_VARARGS | METH_CLASS, C_Vector_Repeat_doc},
 
    /* in place only */
    {"zero", (PyCFunction)Vector_zero, METH_NOARGS, Vector_zero_doc},
    {"negate", (PyCFunction)Vector_negate, METH_NOARGS, Vector_negate_doc},
 
    /* operate on original or copy */
    {"normalize", (PyCFunction)Vector_normalize, METH_NOARGS, Vector_normalize_doc},
    {"normalized", (PyCFunction)Vector_normalized, METH_NOARGS, Vector_normalized_doc},
 
    {"resize", (PyCFunction)Vector_resize, METH_O, Vector_resize_doc},
    {"resized", (PyCFunction)Vector_resized, METH_O, Vector_resized_doc},
    {"to_2d", (PyCFunction)Vector_to_2d, METH_NOARGS, Vector_to_2d_doc},
    {"resize_2d", (PyCFunction)Vector_resize_2d, METH_NOARGS, Vector_resize_2d_doc},
    {"to_3d", (PyCFunction)Vector_to_3d, METH_NOARGS, Vector_to_3d_doc},
    {"resize_3d", (PyCFunction)Vector_resize_3d, METH_NOARGS, Vector_resize_3d_doc},
    {"to_4d", (PyCFunction)Vector_to_4d, METH_NOARGS, Vector_to_4d_doc},
    {"resize_4d", (PyCFunction)Vector_resize_4d, METH_NOARGS, Vector_resize_4d_doc},
    {"to_tuple", (PyCFunction)Vector_to_tuple, METH_VARARGS, Vector_to_tuple_doc},
    {"to_track_quat", (PyCFunction)Vector_to_track_quat, METH_VARARGS, Vector_to_track_quat_doc},
    {"orthogonal", (PyCFunction)Vector_orthogonal, METH_NOARGS, Vector_orthogonal_doc},
 
    /* operation between 2 or more types  */
    {"reflect", (PyCFunction)Vector_reflect, METH_O, Vector_reflect_doc},
    {"cross", (PyCFunction)Vector_cross, METH_O, Vector_cross_doc},
    {"dot", (PyCFunction)Vector_dot, METH_O, Vector_dot_doc},
    {"angle", (PyCFunction)Vector_angle, METH_VARARGS, Vector_angle_doc},
    {"angle_signed", (PyCFunction)Vector_angle_signed, METH_VARARGS, Vector_angle_signed_doc},
    {"rotation_difference",
     (PyCFunction)Vector_rotation_difference,
     METH_O,
     Vector_rotation_difference_doc},
    {"project", (PyCFunction)Vector_project, METH_O, Vector_project_doc},
    {"lerp", (PyCFunction)Vector_lerp, METH_VARARGS, Vector_lerp_doc},
    {"slerp", (PyCFunction)Vector_slerp, METH_VARARGS, Vector_slerp_doc},
    {"rotate", (PyCFunction)Vector_rotate, METH_O, Vector_rotate_doc},
 
    /* base-math methods */
    {"freeze", (PyCFunction)BaseMathObject_freeze, METH_NOARGS, BaseMathObject_freeze_doc},
 
    {"copy", (PyCFunction)Vector_copy, METH_NOARGS, Vector_copy_doc},
    {"__copy__", (PyCFunction)Vector_copy, METH_NOARGS, NULL},
    {"__deepcopy__", (PyCFunction)Vector_deepcopy, METH_VARARGS, NULL},
    {NULL, NULL, 0, NULL},
};
 
PyDoc_STRVAR(vector_doc,
             ".. class:: Vector(seq)\n"
             "\n"
             "   This object gives access to Vectors in Blender.\n"
             "\n"
             "   :param seq: Components of the vector, must be a sequence of at least two\n"
             "   :type seq: sequence of numbers\n");
PyTypeObject vector_Type = {
    PyVarObject_HEAD_INIT(NULL, 0)
    /*  For printing, in format "<module>.<name>" */
    "Vector",             /* char *tp_name; */
    sizeof(VectorObject), /* int tp_basicsize; */
    0,                    /* tp_itemsize;  For allocation */
 
    /* Methods to implement standard operations */
 
    (destructor)BaseMathObject_dealloc, /* destructor tp_dealloc; */
    0,                                  /* tp_vectorcall_offset */
    NULL,                               /* getattrfunc tp_getattr; */
    NULL,                               /* setattrfunc tp_setattr; */
    NULL,                               /* cmpfunc tp_compare; */
    (reprfunc)Vector_repr,              /* reprfunc tp_repr; */
 
    /* Method suites for standard classes */
 
    &Vector_NumMethods, /* PyNumberMethods *tp_as_number; */
    &Vector_SeqMethods, /* PySequenceMethods *tp_as_sequence; */
    &Vector_AsMapping,  /* PyMappingMethods *tp_as_mapping; */
 
    /* More standard operations (here for binary compatibility) */
 
    (hashfunc)Vector_hash, /* hashfunc tp_hash; */
    NULL,                  /* ternaryfunc tp_call; */
#ifndef MATH_STANDALONE
    (reprfunc)Vector_str, /* reprfunc tp_str; */
#else
    NULL, /* reprfunc tp_str; */
#endif
    NULL, /* getattrofunc tp_getattro; */
    NULL, /* setattrofunc tp_setattro; */
 
    /* Functions to access object as input/output buffer */
    NULL, /* PyBufferProcs *tp_as_buffer; */
 
    /*** Flags to define presence of optional/expanded features ***/
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_BASETYPE | Py_TPFLAGS_HAVE_GC,
    vector_doc, /*  char *tp_doc;  Documentation string */
    /*** Assigned meaning in release 2.0 ***/
 
    /* call function for all accessible objects */
    (traverseproc)BaseMathObject_traverse, /* tp_traverse */
 
    /* delete references to contained objects */
    (inquiry)BaseMathObject_clear, /* tp_clear */
 
    /***  Assigned meaning in release 2.1 ***/
    /*** rich comparisons ***/
    (richcmpfunc)Vector_richcmpr, /* richcmpfunc tp_richcompare; */
 
    /***  weak reference enabler ***/
    0, /* long tp_weaklistoffset; */
 
    /*** Added in release 2.2 ***/
    /*   Iterators */
    NULL, /* getiterfunc tp_iter; */
    NULL, /* iternextfunc tp_iternext; */
 
    /*** Attribute descriptor and subclassing stuff ***/
    Vector_methods,   /* struct PyMethodDef *tp_methods; */
    NULL,             /* struct PyMemberDef *tp_members; */
    Vector_getseters, /* struct PyGetSetDef *tp_getset; */
    NULL,             /* struct _typeobject *tp_base; */
    NULL,             /* PyObject *tp_dict; */
    NULL,             /* descrgetfunc tp_descr_get; */
    NULL,             /* descrsetfunc tp_descr_set; */
    0,                /* long tp_dictoffset; */
    NULL,             /* initproc tp_init; */
    NULL,             /* allocfunc tp_alloc; */
    Vector_new,       /* newfunc tp_new; */
    /*  Low-level free-memory routine */
    NULL, /* freefunc tp_free;  */
    /* For PyObject_IS_GC */
    NULL, /* inquiry tp_is_gc;  */
    NULL, /* PyObject *tp_bases; */
    /* method resolution order */
    NULL, /* PyObject *tp_mro;  */
    NULL, /* PyObject *tp_cache; */
    NULL, /* PyObject *tp_subclasses; */
    NULL, /* PyObject *tp_weaklist; */
    NULL,
};
 
PyObject *Vector_CreatePyObject(const float *vec, const int size, PyTypeObject *base_type)
{
  VectorObject *self;
  float *vec_alloc;
 
  if (size < 2) {
    PyErr_SetString(PyExc_RuntimeError, "Vector(): invalid size");
    return NULL;
  }
 
  vec_alloc = PyMem_Malloc(size * sizeof(float));
  if (UNLIKELY(vec_alloc == NULL)) {
    PyErr_SetString(PyExc_MemoryError,
                    "Vector(): "
                    "problem allocating data");
    return NULL;
  }
 
  self = BASE_MATH_NEW(VectorObject, vector_Type, base_type);
  if (self) {
    self->vec = vec_alloc;
    self->size = size;
 
    /* init callbacks as NULL */
    self->cb_user = NULL;
    self->cb_type = self->cb_subtype = 0;
 
    if (vec) {
      memcpy(self->vec, vec, size * sizeof(float));
    }
    else { /* new empty */
      copy_vn_fl(self->vec, size, 0.0f);
      if (size == 4) { /* do the homogeneous thing */
        self->vec[3] = 1.0f;
      }
    }
    self->flag = BASE_MATH_FLAG_DEFAULT;
  }
  else {
    PyMem_Free(vec_alloc);
  }
 
  return (PyObject *)self;
}
 
PyObject *Vector_CreatePyObject_wrap(float *vec, const int size, PyTypeObject *base_type)
{
  VectorObject *self;
 
  if (size < 2) {
    PyErr_SetString(PyExc_RuntimeError, "Vector(): invalid size");
    return NULL;
  }
 
  self = BASE_MATH_NEW(VectorObject, vector_Type, base_type);
  if (self) {
    self->size = size;
 
    /* init callbacks as NULL */
    self->cb_user = NULL;
    self->cb_type = self->cb_subtype = 0;
 
    self->vec = vec;
    self->flag = BASE_MATH_FLAG_DEFAULT | BASE_MATH_FLAG_IS_WRAP;
  }
  return (PyObject *)self;
}
 
PyObject *Vector_CreatePyObject_cb(PyObject *cb_user, int size, uchar cb_type, uchar cb_subtype)
{
  VectorObject *self = (VectorObject *)Vector_CreatePyObject(NULL, size, NULL);
  if (self) {
    Py_INCREF(cb_user);
    self->cb_user = cb_user;
    self->cb_type = cb_type;
    self->cb_subtype = cb_subtype;
    PyObject_GC_Track(self);
  }
 
  return (PyObject *)self;
}
 
PyObject *Vector_CreatePyObject_alloc(float *vec, const int size, PyTypeObject *base_type)
{
  VectorObject *self;
  self = (VectorObject *)Vector_CreatePyObject_wrap(vec, size, base_type);
  if (self) {
    self->flag &= ~BASE_MATH_FLAG_IS_WRAP;
  }
 
  return (PyObject *)self;
}