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Raw output: _le_interpolation_lanczos.c

+001: # cython: infer_types=True, wraparound=False, nonecheck=False, boundscheck=False, cdivision=True, language_level=3, profile=False, autogen_pxd=False
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 004: 
 005: cimport numpy as np
 006: 
 007: from cython.parallel import parallel, prange
 008: 
 009: from libc.math cimport cos, sin
 010: 
+011: from .__interpolation_tools__ import check_image, value2array
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 014: 
 015: 
 016: cdef extern from "_c_interpolation_catmull_rom.h":
 017:     float _c_interpolate(float *image, float row, float col, int rows, int cols) nogil
 018: 
 019: 
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  __pyx_v_image_out = __pyx_t_1;
  __pyx_t_1 = 0;
+513:         cdef float[:,:,:] _image_out = image_out
  __pyx_t_6 = __Pyx_PyObject_to_MemoryviewSlice_dsdsds_float(__pyx_v_image_out, PyBUF_WRITABLE); if (unlikely(!__pyx_t_6.memview)) __PYX_ERR(0, 513, __pyx_L1_error)
  __pyx_v__image_out = __pyx_t_6;
  __pyx_t_6.memview = NULL;
  __pyx_t_6.data = NULL;
+514:         cdef float[:,:,:] _image_in = image
  __PYX_INC_MEMVIEW(&__pyx_v_image, 1);
  __pyx_v__image_in = __pyx_v_image;
 515: 
 516:         cdef int f, i, j
 517:         cdef float row, col
 518: 
+519:         cdef float center_col = cols/2
  __pyx_v_center_col = (((long)__pyx_v_cols) / 2);
+520:         cdef float center_row = rows/2
  __pyx_v_center_row = (((long)__pyx_v_rows) / 2);
 521: 
 522:         # cdef float center_rowM = (rows * scale_row) / 2
 523:         # cdef float center_colM = (cols * scale_col) / 2
 524: 
 525:         cdef float a,b,c,d
+526:         a = cos(angle)/scale_col
  __pyx_v_a = (cos(__pyx_v_angle) / ((double)__pyx_v_scale_col));
+527:         b = -sin(angle)/scale_col
  __pyx_v_b = ((-sin(__pyx_v_angle)) / ((double)__pyx_v_scale_col));
+528:         c = sin(angle)/scale_row
  __pyx_v_c = (sin(__pyx_v_angle) / ((double)__pyx_v_scale_row));
+529:         d = cos(angle)/scale_row
  __pyx_v_d = (cos(__pyx_v_angle) / ((double)__pyx_v_scale_row));
 530: 
+531:         with nogil:
  {
      #ifdef WITH_THREAD
      PyThreadState *_save;
      _save = NULL;
      Py_UNBLOCK_THREADS
      __Pyx_FastGIL_Remember();
      #endif
      /*try:*/ {
/* … */
      /*finally:*/ {
        /*normal exit:*/{
          #ifdef WITH_THREAD
          __Pyx_FastGIL_Forget();
          Py_BLOCK_THREADS
          #endif
          goto __pyx_L5;
        }
        __pyx_L5:;
      }
  }
+532:             for f in range(nFrames):
        __pyx_t_7 = __pyx_v_nFrames;
        __pyx_t_8 = __pyx_t_7;
        for (__pyx_t_9 = 0; __pyx_t_9 < __pyx_t_8; __pyx_t_9+=1) {
          __pyx_v_f = __pyx_t_9;
+533:                 for j in range(cols):
          __pyx_t_10 = __pyx_v_cols;
          __pyx_t_11 = __pyx_t_10;
          for (__pyx_t_12 = 0; __pyx_t_12 < __pyx_t_11; __pyx_t_12+=1) {
            __pyx_v_j = __pyx_t_12;
+534:                     for i in range(rows):
            __pyx_t_13 = __pyx_v_rows;
            __pyx_t_14 = __pyx_t_13;
            for (__pyx_t_15 = 0; __pyx_t_15 < __pyx_t_14; __pyx_t_15+=1) {
              __pyx_v_i = __pyx_t_15;
+535:                         col = (a*(j-center_col-shift_col[f])+b*(i-center_row-shift_row[f])) + center_col
              __pyx_t_16 = __pyx_v_f;
              __pyx_t_17 = __pyx_v_f;
              __pyx_v_col = (((__pyx_v_a * ((__pyx_v_j - __pyx_v_center_col) - (*((float *) ( /* dim=0 */ (__pyx_v_shift_col.data + __pyx_t_16 * __pyx_v_shift_col.strides[0]) ))))) + (__pyx_v_b * ((__pyx_v_i - __pyx_v_center_row) - (*((float *) ( /* dim=0 */ (__pyx_v_shift_row.data + __pyx_t_17 * __pyx_v_shift_row.strides[0]) )))))) + __pyx_v_center_col);
+536:                         row = (c*(j-center_col-shift_col[f])+d*(i-center_row-shift_row[f])) + center_row
              __pyx_t_17 = __pyx_v_f;
              __pyx_t_16 = __pyx_v_f;
              __pyx_v_row = (((__pyx_v_c * ((__pyx_v_j - __pyx_v_center_col) - (*((float *) ( /* dim=0 */ (__pyx_v_shift_col.data + __pyx_t_17 * __pyx_v_shift_col.strides[0]) ))))) + (__pyx_v_d * ((__pyx_v_i - __pyx_v_center_row) - (*((float *) ( /* dim=0 */ (__pyx_v_shift_row.data + __pyx_t_16 * __pyx_v_shift_row.strides[0]) )))))) + __pyx_v_center_row);
+537:                         _image_out[f, i, j] = _c_interpolate(&_image_in[f, 0, 0], row, col, rows, cols)
              __pyx_t_16 = __pyx_v_f;
              __pyx_t_17 = 0;
              __pyx_t_18 = 0;
              __pyx_t_19 = __pyx_v_f;
              __pyx_t_20 = __pyx_v_i;
              __pyx_t_21 = __pyx_v_j;
              *((float *) ( /* dim=2 */ (( /* dim=1 */ (( /* dim=0 */ (__pyx_v__image_out.data + __pyx_t_19 * __pyx_v__image_out.strides[0]) ) + __pyx_t_20 * __pyx_v__image_out.strides[1]) ) + __pyx_t_21 * __pyx_v__image_out.strides[2]) )) = _c_interpolate((&(*((float *) ( /* dim=2 */ (( /* dim=1 */ (( /* dim=0 */ (__pyx_v__image_in.data + __pyx_t_16 * __pyx_v__image_in.strides[0]) ) + __pyx_t_17 * __pyx_v__image_in.strides[1]) ) + __pyx_t_18 * __pyx_v__image_in.strides[2]) )))), __pyx_v_row, __pyx_v_col, __pyx_v_rows, __pyx_v_cols);
            }
          }
        }
      }
 538: 
+539:         return image_out
  __Pyx_XDECREF((PyObject *)__pyx_r);
  if (!(likely(((__pyx_v_image_out) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_image_out, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 539, __pyx_L1_error)
  __Pyx_INCREF(__pyx_v_image_out);
  __pyx_r = ((PyArrayObject *)__pyx_v_image_out);
  goto __pyx_L0;
 540:     # tag-end