Generated by Cython 3.0a0
Yellow lines hint at Python interaction.
Click on a line that starts with a "+" to see the C code that Cython generated for it.
Raw output: reshape.c
+001: import cython
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002: from cython import Py_ssize_t
003:
004: from numpy cimport (
005: float32_t,
006: float64_t,
007: int8_t,
008: int16_t,
009: int32_t,
010: int64_t,
011: ndarray,
012: uint8_t,
013: uint16_t,
014: uint32_t,
015: uint64_t,
016: )
017:
018: cimport numpy as cnp
+019: import numpy as np
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020: from pandas._libs.lib cimport c_is_list_like
+021: cnp.import_array()
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022:
023: ctypedef fused reshape_t:
024: uint8_t
025: uint16_t
026: uint32_t
027: uint64_t
028: int8_t
029: int16_t
030: int32_t
031: int64_t
032: float32_t
033: float64_t
034: object
035:
036:
+037: @cython.wraparound(False)
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038: @cython.boundscheck(False)
039: def unstack(reshape_t[:, :] values, uint8_t[:] mask,
040: Py_ssize_t stride, Py_ssize_t length, Py_ssize_t width,
041: reshape_t[:, :] new_values, uint8_t[:, :] new_mask):
042: """
043: Transform long values to wide new_values.
044:
045: Parameters
046: ----------
047: values : typed ndarray
048: mask : boolean ndarray
049: stride : int
050: length : int
051: width : int
052: new_values : typed ndarray
053: result array
054: new_mask : boolean ndarray
055: result mask
056: """
057: cdef:
058: Py_ssize_t i, j, w, nulls, s, offset
059:
060: if reshape_t is not object:
061: # evaluated at compile-time
+062: with nogil:
{
#ifdef WITH_THREAD
PyThreadState *_save;
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:;
}
}
/* … */
{
#ifdef WITH_THREAD
PyThreadState *_save;
Py_UNBLOCK_THREADS
__Pyx_FastGIL_Remember();
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/*try:*/ {
/* … */
/*finally:*/ {
/*normal exit:*/{
#ifdef WITH_THREAD
__Pyx_FastGIL_Forget();
Py_BLOCK_THREADS
#endif
goto __pyx_L5;
}
__pyx_L5:;
}
}
/* … */
{
#ifdef WITH_THREAD
PyThreadState *_save;
Py_UNBLOCK_THREADS
__Pyx_FastGIL_Remember();
#endif
/*try:*/ {
/* … */
/*finally:*/ {
/*normal exit:*/{
#ifdef WITH_THREAD
__Pyx_FastGIL_Forget();
Py_BLOCK_THREADS
#endif
goto __pyx_L5;
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__pyx_L5:;
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}
/* … */
{
#ifdef WITH_THREAD
PyThreadState *_save;
Py_UNBLOCK_THREADS
__Pyx_FastGIL_Remember();
#endif
/*try:*/ {
/* … */
/*finally:*/ {
/*normal exit:*/{
#ifdef WITH_THREAD
__Pyx_FastGIL_Forget();
Py_BLOCK_THREADS
#endif
goto __pyx_L5;
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__pyx_L5:;
}
}
/* … */
{
#ifdef WITH_THREAD
PyThreadState *_save;
Py_UNBLOCK_THREADS
__Pyx_FastGIL_Remember();
#endif
/*try:*/ {
/* … */
/*finally:*/ {
/*normal exit:*/{
#ifdef WITH_THREAD
__Pyx_FastGIL_Forget();
Py_BLOCK_THREADS
#endif
goto __pyx_L5;
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__pyx_L5:;
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}
/* … */
{
#ifdef WITH_THREAD
PyThreadState *_save;
Py_UNBLOCK_THREADS
__Pyx_FastGIL_Remember();
#endif
/*try:*/ {
/* … */
/*finally:*/ {
/*normal exit:*/{
#ifdef WITH_THREAD
__Pyx_FastGIL_Forget();
Py_BLOCK_THREADS
#endif
goto __pyx_L5;
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__pyx_L5:;
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}
/* … */
{
#ifdef WITH_THREAD
PyThreadState *_save;
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:;
}
}
/* … */
{
#ifdef WITH_THREAD
PyThreadState *_save;
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:;
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}
/* … */
{
#ifdef WITH_THREAD
PyThreadState *_save;
Py_UNBLOCK_THREADS
__Pyx_FastGIL_Remember();
#endif
/*try:*/ {
/* … */
/*finally:*/ {
/*normal exit:*/{
#ifdef WITH_THREAD
__Pyx_FastGIL_Forget();
Py_BLOCK_THREADS
#endif
goto __pyx_L5;
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__pyx_L5:;
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}
/* … */
{
#ifdef WITH_THREAD
PyThreadState *_save;
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:;
}
}
+063: for i in range(stride):
__pyx_t_1 = __pyx_v_stride;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
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/* … */
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__pyx_t_2 = __pyx_t_1;
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__pyx_v_i = __pyx_t_3;
/* … */
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__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* … */
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__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* … */
__pyx_t_1 = __pyx_v_stride;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* … */
__pyx_t_1 = __pyx_v_stride;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* … */
__pyx_t_1 = __pyx_v_stride;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* … */
__pyx_t_1 = __pyx_v_stride;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* … */
__pyx_t_1 = __pyx_v_stride;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* … */
__pyx_t_1 = __pyx_v_stride;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
064:
+065: nulls = 0
__pyx_v_nulls = 0;
/* … */
__pyx_v_nulls = 0;
/* … */
__pyx_v_nulls = 0;
/* … */
__pyx_v_nulls = 0;
/* … */
__pyx_v_nulls = 0;
/* … */
__pyx_v_nulls = 0;
/* … */
__pyx_v_nulls = 0;
/* … */
__pyx_v_nulls = 0;
/* … */
__pyx_v_nulls = 0;
/* … */
__pyx_v_nulls = 0;
+066: for j in range(length):
__pyx_t_4 = __pyx_v_length;
__pyx_t_5 = __pyx_t_4;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_j = __pyx_t_6;
/* … */
__pyx_t_4 = __pyx_v_length;
__pyx_t_5 = __pyx_t_4;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_j = __pyx_t_6;
/* … */
__pyx_t_4 = __pyx_v_length;
__pyx_t_5 = __pyx_t_4;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_j = __pyx_t_6;
/* … */
__pyx_t_4 = __pyx_v_length;
__pyx_t_5 = __pyx_t_4;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_j = __pyx_t_6;
/* … */
__pyx_t_4 = __pyx_v_length;
__pyx_t_5 = __pyx_t_4;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_j = __pyx_t_6;
/* … */
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__pyx_t_5 = __pyx_t_4;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_j = __pyx_t_6;
/* … */
__pyx_t_4 = __pyx_v_length;
__pyx_t_5 = __pyx_t_4;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_j = __pyx_t_6;
/* … */
__pyx_t_4 = __pyx_v_length;
__pyx_t_5 = __pyx_t_4;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_j = __pyx_t_6;
/* … */
__pyx_t_4 = __pyx_v_length;
__pyx_t_5 = __pyx_t_4;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_j = __pyx_t_6;
/* … */
__pyx_t_4 = __pyx_v_length;
__pyx_t_5 = __pyx_t_4;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_j = __pyx_t_6;
067:
+068: for w in range(width):
__pyx_t_7 = __pyx_v_width;
__pyx_t_8 = __pyx_t_7;
for (__pyx_t_9 = 0; __pyx_t_9 < __pyx_t_8; __pyx_t_9+=1) {
__pyx_v_w = __pyx_t_9;
/* … */
__pyx_t_7 = __pyx_v_width;
__pyx_t_8 = __pyx_t_7;
for (__pyx_t_9 = 0; __pyx_t_9 < __pyx_t_8; __pyx_t_9+=1) {
__pyx_v_w = __pyx_t_9;
/* … */
__pyx_t_7 = __pyx_v_width;
__pyx_t_8 = __pyx_t_7;
for (__pyx_t_9 = 0; __pyx_t_9 < __pyx_t_8; __pyx_t_9+=1) {
__pyx_v_w = __pyx_t_9;
/* … */
__pyx_t_7 = __pyx_v_width;
__pyx_t_8 = __pyx_t_7;
for (__pyx_t_9 = 0; __pyx_t_9 < __pyx_t_8; __pyx_t_9+=1) {
__pyx_v_w = __pyx_t_9;
/* … */
__pyx_t_7 = __pyx_v_width;
__pyx_t_8 = __pyx_t_7;
for (__pyx_t_9 = 0; __pyx_t_9 < __pyx_t_8; __pyx_t_9+=1) {
__pyx_v_w = __pyx_t_9;
/* … */
__pyx_t_7 = __pyx_v_width;
__pyx_t_8 = __pyx_t_7;
for (__pyx_t_9 = 0; __pyx_t_9 < __pyx_t_8; __pyx_t_9+=1) {
__pyx_v_w = __pyx_t_9;
/* … */
__pyx_t_7 = __pyx_v_width;
__pyx_t_8 = __pyx_t_7;
for (__pyx_t_9 = 0; __pyx_t_9 < __pyx_t_8; __pyx_t_9+=1) {
__pyx_v_w = __pyx_t_9;
/* … */
__pyx_t_7 = __pyx_v_width;
__pyx_t_8 = __pyx_t_7;
for (__pyx_t_9 = 0; __pyx_t_9 < __pyx_t_8; __pyx_t_9+=1) {
__pyx_v_w = __pyx_t_9;
/* … */
__pyx_t_7 = __pyx_v_width;
__pyx_t_8 = __pyx_t_7;
for (__pyx_t_9 = 0; __pyx_t_9 < __pyx_t_8; __pyx_t_9+=1) {
__pyx_v_w = __pyx_t_9;
/* … */
__pyx_t_7 = __pyx_v_width;
__pyx_t_8 = __pyx_t_7;
for (__pyx_t_9 = 0; __pyx_t_9 < __pyx_t_8; __pyx_t_9+=1) {
__pyx_v_w = __pyx_t_9;
069:
+070: offset = j * width + w
__pyx_v_offset = ((__pyx_v_j * __pyx_v_width) + __pyx_v_w);
/* … */
__pyx_v_offset = ((__pyx_v_j * __pyx_v_width) + __pyx_v_w);
/* … */
__pyx_v_offset = ((__pyx_v_j * __pyx_v_width) + __pyx_v_w);
/* … */
__pyx_v_offset = ((__pyx_v_j * __pyx_v_width) + __pyx_v_w);
/* … */
__pyx_v_offset = ((__pyx_v_j * __pyx_v_width) + __pyx_v_w);
/* … */
__pyx_v_offset = ((__pyx_v_j * __pyx_v_width) + __pyx_v_w);
/* … */
__pyx_v_offset = ((__pyx_v_j * __pyx_v_width) + __pyx_v_w);
/* … */
__pyx_v_offset = ((__pyx_v_j * __pyx_v_width) + __pyx_v_w);
/* … */
__pyx_v_offset = ((__pyx_v_j * __pyx_v_width) + __pyx_v_w);
/* … */
__pyx_v_offset = ((__pyx_v_j * __pyx_v_width) + __pyx_v_w);
071:
+072: if mask[offset]:
__pyx_t_10 = __pyx_v_offset;
__pyx_t_11 = ((*((__pyx_t_5numpy_uint8_t *) ( /* dim=0 */ (__pyx_v_mask.data + __pyx_t_10 * __pyx_v_mask.strides[0]) ))) != 0);
if (__pyx_t_11) {
/* … */
goto __pyx_L12;
}
/* … */
__pyx_t_10 = __pyx_v_offset;
__pyx_t_11 = ((*((__pyx_t_5numpy_uint8_t *) ( /* dim=0 */ (__pyx_v_mask.data + __pyx_t_10 * __pyx_v_mask.strides[0]) ))) != 0);
if (__pyx_t_11) {
/* … */
goto __pyx_L12;
}
/* … */
__pyx_t_10 = __pyx_v_offset;
__pyx_t_11 = ((*((__pyx_t_5numpy_uint8_t *) ( /* dim=0 */ (__pyx_v_mask.data + __pyx_t_10 * __pyx_v_mask.strides[0]) ))) != 0);
if (__pyx_t_11) {
/* … */
goto __pyx_L12;
}
/* … */
__pyx_t_10 = __pyx_v_offset;
__pyx_t_11 = ((*((__pyx_t_5numpy_uint8_t *) ( /* dim=0 */ (__pyx_v_mask.data + __pyx_t_10 * __pyx_v_mask.strides[0]) ))) != 0);
if (__pyx_t_11) {
/* … */
goto __pyx_L12;
}
/* … */
__pyx_t_10 = __pyx_v_offset;
__pyx_t_11 = ((*((__pyx_t_5numpy_uint8_t *) ( /* dim=0 */ (__pyx_v_mask.data + __pyx_t_10 * __pyx_v_mask.strides[0]) ))) != 0);
if (__pyx_t_11) {
/* … */
goto __pyx_L12;
}
/* … */
__pyx_t_10 = __pyx_v_offset;
__pyx_t_11 = ((*((__pyx_t_5numpy_uint8_t *) ( /* dim=0 */ (__pyx_v_mask.data + __pyx_t_10 * __pyx_v_mask.strides[0]) ))) != 0);
if (__pyx_t_11) {
/* … */
goto __pyx_L12;
}
/* … */
__pyx_t_10 = __pyx_v_offset;
__pyx_t_11 = ((*((__pyx_t_5numpy_uint8_t *) ( /* dim=0 */ (__pyx_v_mask.data + __pyx_t_10 * __pyx_v_mask.strides[0]) ))) != 0);
if (__pyx_t_11) {
/* … */
goto __pyx_L12;
}
/* … */
__pyx_t_10 = __pyx_v_offset;
__pyx_t_11 = ((*((__pyx_t_5numpy_uint8_t *) ( /* dim=0 */ (__pyx_v_mask.data + __pyx_t_10 * __pyx_v_mask.strides[0]) ))) != 0);
if (__pyx_t_11) {
/* … */
goto __pyx_L12;
}
/* … */
__pyx_t_10 = __pyx_v_offset;
__pyx_t_11 = ((*((__pyx_t_5numpy_uint8_t *) ( /* dim=0 */ (__pyx_v_mask.data + __pyx_t_10 * __pyx_v_mask.strides[0]) ))) != 0);
if (__pyx_t_11) {
/* … */
goto __pyx_L12;
}
/* … */
__pyx_t_10 = __pyx_v_offset;
__pyx_t_11 = ((*((__pyx_t_5numpy_uint8_t *) ( /* dim=0 */ (__pyx_v_mask.data + __pyx_t_10 * __pyx_v_mask.strides[0]) ))) != 0);
if (__pyx_t_11) {
/* … */
goto __pyx_L12;
}
+073: s = i * width + w
__pyx_v_s = ((__pyx_v_i * __pyx_v_width) + __pyx_v_w);
/* … */
__pyx_v_s = ((__pyx_v_i * __pyx_v_width) + __pyx_v_w);
/* … */
__pyx_v_s = ((__pyx_v_i * __pyx_v_width) + __pyx_v_w);
/* … */
__pyx_v_s = ((__pyx_v_i * __pyx_v_width) + __pyx_v_w);
/* … */
__pyx_v_s = ((__pyx_v_i * __pyx_v_width) + __pyx_v_w);
/* … */
__pyx_v_s = ((__pyx_v_i * __pyx_v_width) + __pyx_v_w);
/* … */
__pyx_v_s = ((__pyx_v_i * __pyx_v_width) + __pyx_v_w);
/* … */
__pyx_v_s = ((__pyx_v_i * __pyx_v_width) + __pyx_v_w);
/* … */
__pyx_v_s = ((__pyx_v_i * __pyx_v_width) + __pyx_v_w);
/* … */
__pyx_v_s = ((__pyx_v_i * __pyx_v_width) + __pyx_v_w);
+074: new_values[j, s] = values[offset - nulls, i]
__pyx_t_12 = (__pyx_v_offset - __pyx_v_nulls);
__pyx_t_13 = __pyx_v_i;
__pyx_t_14 = __pyx_v_j;
__pyx_t_15 = __pyx_v_s;
*((__pyx_t_5numpy_uint8_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_values.data + __pyx_t_14 * __pyx_v_new_values.strides[0]) ) + __pyx_t_15 * __pyx_v_new_values.strides[1]) )) = (*((__pyx_t_5numpy_uint8_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_values.data + __pyx_t_12 * __pyx_v_values.strides[0]) ) + __pyx_t_13 * __pyx_v_values.strides[1]) )));
/* … */
__pyx_t_12 = (__pyx_v_offset - __pyx_v_nulls);
__pyx_t_13 = __pyx_v_i;
__pyx_t_14 = __pyx_v_j;
__pyx_t_15 = __pyx_v_s;
*((__pyx_t_5numpy_uint16_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_values.data + __pyx_t_14 * __pyx_v_new_values.strides[0]) ) + __pyx_t_15 * __pyx_v_new_values.strides[1]) )) = (*((__pyx_t_5numpy_uint16_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_values.data + __pyx_t_12 * __pyx_v_values.strides[0]) ) + __pyx_t_13 * __pyx_v_values.strides[1]) )));
/* … */
__pyx_t_12 = (__pyx_v_offset - __pyx_v_nulls);
__pyx_t_13 = __pyx_v_i;
__pyx_t_14 = __pyx_v_j;
__pyx_t_15 = __pyx_v_s;
*((__pyx_t_5numpy_uint32_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_values.data + __pyx_t_14 * __pyx_v_new_values.strides[0]) ) + __pyx_t_15 * __pyx_v_new_values.strides[1]) )) = (*((__pyx_t_5numpy_uint32_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_values.data + __pyx_t_12 * __pyx_v_values.strides[0]) ) + __pyx_t_13 * __pyx_v_values.strides[1]) )));
/* … */
__pyx_t_12 = (__pyx_v_offset - __pyx_v_nulls);
__pyx_t_13 = __pyx_v_i;
__pyx_t_14 = __pyx_v_j;
__pyx_t_15 = __pyx_v_s;
*((__pyx_t_5numpy_uint64_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_values.data + __pyx_t_14 * __pyx_v_new_values.strides[0]) ) + __pyx_t_15 * __pyx_v_new_values.strides[1]) )) = (*((__pyx_t_5numpy_uint64_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_values.data + __pyx_t_12 * __pyx_v_values.strides[0]) ) + __pyx_t_13 * __pyx_v_values.strides[1]) )));
/* … */
__pyx_t_12 = (__pyx_v_offset - __pyx_v_nulls);
__pyx_t_13 = __pyx_v_i;
__pyx_t_14 = __pyx_v_j;
__pyx_t_15 = __pyx_v_s;
*((__pyx_t_5numpy_int8_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_values.data + __pyx_t_14 * __pyx_v_new_values.strides[0]) ) + __pyx_t_15 * __pyx_v_new_values.strides[1]) )) = (*((__pyx_t_5numpy_int8_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_values.data + __pyx_t_12 * __pyx_v_values.strides[0]) ) + __pyx_t_13 * __pyx_v_values.strides[1]) )));
/* … */
__pyx_t_12 = (__pyx_v_offset - __pyx_v_nulls);
__pyx_t_13 = __pyx_v_i;
__pyx_t_14 = __pyx_v_j;
__pyx_t_15 = __pyx_v_s;
*((__pyx_t_5numpy_int16_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_values.data + __pyx_t_14 * __pyx_v_new_values.strides[0]) ) + __pyx_t_15 * __pyx_v_new_values.strides[1]) )) = (*((__pyx_t_5numpy_int16_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_values.data + __pyx_t_12 * __pyx_v_values.strides[0]) ) + __pyx_t_13 * __pyx_v_values.strides[1]) )));
/* … */
__pyx_t_12 = (__pyx_v_offset - __pyx_v_nulls);
__pyx_t_13 = __pyx_v_i;
__pyx_t_14 = __pyx_v_j;
__pyx_t_15 = __pyx_v_s;
*((__pyx_t_5numpy_int32_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_values.data + __pyx_t_14 * __pyx_v_new_values.strides[0]) ) + __pyx_t_15 * __pyx_v_new_values.strides[1]) )) = (*((__pyx_t_5numpy_int32_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_values.data + __pyx_t_12 * __pyx_v_values.strides[0]) ) + __pyx_t_13 * __pyx_v_values.strides[1]) )));
/* … */
__pyx_t_12 = (__pyx_v_offset - __pyx_v_nulls);
__pyx_t_13 = __pyx_v_i;
__pyx_t_14 = __pyx_v_j;
__pyx_t_15 = __pyx_v_s;
*((__pyx_t_5numpy_int64_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_values.data + __pyx_t_14 * __pyx_v_new_values.strides[0]) ) + __pyx_t_15 * __pyx_v_new_values.strides[1]) )) = (*((__pyx_t_5numpy_int64_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_values.data + __pyx_t_12 * __pyx_v_values.strides[0]) ) + __pyx_t_13 * __pyx_v_values.strides[1]) )));
/* … */
__pyx_t_12 = (__pyx_v_offset - __pyx_v_nulls);
__pyx_t_13 = __pyx_v_i;
__pyx_t_14 = __pyx_v_j;
__pyx_t_15 = __pyx_v_s;
*((__pyx_t_5numpy_float32_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_values.data + __pyx_t_14 * __pyx_v_new_values.strides[0]) ) + __pyx_t_15 * __pyx_v_new_values.strides[1]) )) = (*((__pyx_t_5numpy_float32_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_values.data + __pyx_t_12 * __pyx_v_values.strides[0]) ) + __pyx_t_13 * __pyx_v_values.strides[1]) )));
/* … */
__pyx_t_12 = (__pyx_v_offset - __pyx_v_nulls);
__pyx_t_13 = __pyx_v_i;
__pyx_t_14 = __pyx_v_j;
__pyx_t_15 = __pyx_v_s;
*((__pyx_t_5numpy_float64_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_values.data + __pyx_t_14 * __pyx_v_new_values.strides[0]) ) + __pyx_t_15 * __pyx_v_new_values.strides[1]) )) = (*((__pyx_t_5numpy_float64_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_values.data + __pyx_t_12 * __pyx_v_values.strides[0]) ) + __pyx_t_13 * __pyx_v_values.strides[1]) )));
+075: new_mask[j, s] = 1
__pyx_t_16 = __pyx_v_j;
__pyx_t_17 = __pyx_v_s;
*((__pyx_t_5numpy_uint8_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_mask.data + __pyx_t_16 * __pyx_v_new_mask.strides[0]) ) + __pyx_t_17 * __pyx_v_new_mask.strides[1]) )) = 1;
/* … */
__pyx_t_16 = __pyx_v_j;
__pyx_t_17 = __pyx_v_s;
*((__pyx_t_5numpy_uint8_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_mask.data + __pyx_t_16 * __pyx_v_new_mask.strides[0]) ) + __pyx_t_17 * __pyx_v_new_mask.strides[1]) )) = 1;
/* … */
__pyx_t_16 = __pyx_v_j;
__pyx_t_17 = __pyx_v_s;
*((__pyx_t_5numpy_uint8_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_mask.data + __pyx_t_16 * __pyx_v_new_mask.strides[0]) ) + __pyx_t_17 * __pyx_v_new_mask.strides[1]) )) = 1;
/* … */
__pyx_t_16 = __pyx_v_j;
__pyx_t_17 = __pyx_v_s;
*((__pyx_t_5numpy_uint8_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_mask.data + __pyx_t_16 * __pyx_v_new_mask.strides[0]) ) + __pyx_t_17 * __pyx_v_new_mask.strides[1]) )) = 1;
/* … */
__pyx_t_16 = __pyx_v_j;
__pyx_t_17 = __pyx_v_s;
*((__pyx_t_5numpy_uint8_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_mask.data + __pyx_t_16 * __pyx_v_new_mask.strides[0]) ) + __pyx_t_17 * __pyx_v_new_mask.strides[1]) )) = 1;
/* … */
__pyx_t_16 = __pyx_v_j;
__pyx_t_17 = __pyx_v_s;
*((__pyx_t_5numpy_uint8_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_mask.data + __pyx_t_16 * __pyx_v_new_mask.strides[0]) ) + __pyx_t_17 * __pyx_v_new_mask.strides[1]) )) = 1;
/* … */
__pyx_t_16 = __pyx_v_j;
__pyx_t_17 = __pyx_v_s;
*((__pyx_t_5numpy_uint8_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_mask.data + __pyx_t_16 * __pyx_v_new_mask.strides[0]) ) + __pyx_t_17 * __pyx_v_new_mask.strides[1]) )) = 1;
/* … */
__pyx_t_16 = __pyx_v_j;
__pyx_t_17 = __pyx_v_s;
*((__pyx_t_5numpy_uint8_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_mask.data + __pyx_t_16 * __pyx_v_new_mask.strides[0]) ) + __pyx_t_17 * __pyx_v_new_mask.strides[1]) )) = 1;
/* … */
__pyx_t_16 = __pyx_v_j;
__pyx_t_17 = __pyx_v_s;
*((__pyx_t_5numpy_uint8_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_mask.data + __pyx_t_16 * __pyx_v_new_mask.strides[0]) ) + __pyx_t_17 * __pyx_v_new_mask.strides[1]) )) = 1;
/* … */
__pyx_t_16 = __pyx_v_j;
__pyx_t_17 = __pyx_v_s;
*((__pyx_t_5numpy_uint8_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_mask.data + __pyx_t_16 * __pyx_v_new_mask.strides[0]) ) + __pyx_t_17 * __pyx_v_new_mask.strides[1]) )) = 1;
076: else:
+077: nulls += 1
/*else*/ {
__pyx_v_nulls = (__pyx_v_nulls + 1);
}
__pyx_L12:;
}
}
}
}
/* … */
/*else*/ {
__pyx_v_nulls = (__pyx_v_nulls + 1);
}
__pyx_L12:;
}
}
}
}
/* … */
/*else*/ {
__pyx_v_nulls = (__pyx_v_nulls + 1);
}
__pyx_L12:;
}
}
}
}
/* … */
/*else*/ {
__pyx_v_nulls = (__pyx_v_nulls + 1);
}
__pyx_L12:;
}
}
}
}
/* … */
/*else*/ {
__pyx_v_nulls = (__pyx_v_nulls + 1);
}
__pyx_L12:;
}
}
}
}
/* … */
/*else*/ {
__pyx_v_nulls = (__pyx_v_nulls + 1);
}
__pyx_L12:;
}
}
}
}
/* … */
/*else*/ {
__pyx_v_nulls = (__pyx_v_nulls + 1);
}
__pyx_L12:;
}
}
}
}
/* … */
/*else*/ {
__pyx_v_nulls = (__pyx_v_nulls + 1);
}
__pyx_L12:;
}
}
}
}
/* … */
/*else*/ {
__pyx_v_nulls = (__pyx_v_nulls + 1);
}
__pyx_L12:;
}
}
}
}
/* … */
/*else*/ {
__pyx_v_nulls = (__pyx_v_nulls + 1);
}
__pyx_L12:;
}
}
}
}
078:
079: else:
080: # object-dtype, identical to above but we cannot use nogil
+081: for i in range(stride):
__pyx_t_1 = __pyx_v_stride;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
082:
+083: nulls = 0
__pyx_v_nulls = 0;
+084: for j in range(length):
__pyx_t_4 = __pyx_v_length;
__pyx_t_5 = __pyx_t_4;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_j = __pyx_t_6;
085:
+086: for w in range(width):
__pyx_t_7 = __pyx_v_width;
__pyx_t_8 = __pyx_t_7;
for (__pyx_t_9 = 0; __pyx_t_9 < __pyx_t_8; __pyx_t_9+=1) {
__pyx_v_w = __pyx_t_9;
087:
+088: offset = j * width + w
__pyx_v_offset = ((__pyx_v_j * __pyx_v_width) + __pyx_v_w);
089:
+090: if mask[offset]:
__pyx_t_10 = __pyx_v_offset;
__pyx_t_11 = ((*((__pyx_t_5numpy_uint8_t *) ( /* dim=0 */ (__pyx_v_mask.data + __pyx_t_10 * __pyx_v_mask.strides[0]) ))) != 0);
if (__pyx_t_11) {
/* … */
goto __pyx_L9;
}
+091: s = i * width + w
__pyx_v_s = ((__pyx_v_i * __pyx_v_width) + __pyx_v_w);
+092: new_values[j, s] = values[offset - nulls, i]
__pyx_t_13 = (__pyx_v_offset - __pyx_v_nulls);
__pyx_t_14 = __pyx_v_i;
__pyx_t_12 = (PyObject *) *((PyObject * *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_values.data + __pyx_t_13 * __pyx_v_values.strides[0]) ) + __pyx_t_14 * __pyx_v_values.strides[1]) ));
__Pyx_INCREF((PyObject*)__pyx_t_12);
__pyx_t_15 = __pyx_v_j;
__pyx_t_16 = __pyx_v_s;
__pyx_t_17 = ((PyObject * *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_values.data + __pyx_t_15 * __pyx_v_new_values.strides[0]) ) + __pyx_t_16 * __pyx_v_new_values.strides[1]) ));
__Pyx_GOTREF(*__pyx_t_17);
__Pyx_INCREF(__pyx_t_12); __Pyx_DECREF(*__pyx_t_17);
*__pyx_t_17 = __pyx_t_12;
__Pyx_GIVEREF(*__pyx_t_17);
__Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+093: new_mask[j, s] = 1
__pyx_t_18 = __pyx_v_j;
__pyx_t_19 = __pyx_v_s;
*((__pyx_t_5numpy_uint8_t *) ( /* dim=1 */ (( /* dim=0 */ (__pyx_v_new_mask.data + __pyx_t_18 * __pyx_v_new_mask.strides[0]) ) + __pyx_t_19 * __pyx_v_new_mask.strides[1]) )) = 1;
094: else:
+095: nulls += 1
/*else*/ {
__pyx_v_nulls = (__pyx_v_nulls + 1);
}
__pyx_L9:;
}
}
}
096:
097:
+098: @cython.wraparound(False)
/* Python wrapper */ static PyObject *__pyx_pw_6pandas_5_libs_7reshape_3explode(PyObject *__pyx_self, PyObject *__pyx_v_values); /*proto*/ PyDoc_STRVAR(__pyx_doc_6pandas_5_libs_7reshape_2explode, "\n transform array list-likes to long form\n preserve non-list entries\n\n Parameters\n ----------\n values : object ndarray\n\n Returns\n -------\n tuple(values, counts)\n "); static PyMethodDef __pyx_mdef_6pandas_5_libs_7reshape_3explode = {"explode", (PyCFunction)__pyx_pw_6pandas_5_libs_7reshape_3explode, METH_O, __pyx_doc_6pandas_5_libs_7reshape_2explode}; static PyObject *__pyx_pw_6pandas_5_libs_7reshape_3explode(PyObject *__pyx_self, PyObject *__pyx_v_values) { CYTHON_UNUSED PyObject *const *__pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs); PyObject *__pyx_r = 0; __Pyx_RefNannyDeclarations __Pyx_RefNannySetupContext("explode (wrapper)", 0); if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) __PYX_ERR(0, 100, __pyx_L1_error) __pyx_r = __pyx_pf_6pandas_5_libs_7reshape_2explode(__pyx_self, ((PyArrayObject *)__pyx_v_values)); 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099: @cython.boundscheck(False)
100: def explode(ndarray[object] values):
101: """
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105: Parameters
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107: values : object ndarray
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147: else:
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