I am asking here because I haven't gotten any help from the OpenCV developers so far. I reduced the problem to a very simple test case so probably anyone with some background with CPython could help here.
This C code does not leak:
int main() {
while(true) {
int hist_size[] = {40};
float range[] = {0.0f,255.0f};
float* ranges[] = {range};
CvHistogram* hist = cvCreateHist(1, hist_size, CV_HIST_ARRAY, ranges, 1);
cvReleaseHist(&hist);
}
}
This Python code does leak:
while True: cv.CreateHist([40], cv.CV_HIST_ARRAY, [[0,255]], 1)
I searched through the CPython code (of OpenCVs current SVN trunk code) and found this:
struct cvhistogram_t {
PyObject_HEAD
CvHistogram h;
PyObject *bins;
};
...
/* cvhistogram */
static void cvhistogram_dealloc(PyObject *self)
{
cvhistogram_t *cvh = (cvhistogram_t*)self;
Py_DECREF(cvh->bins);
PyObject_Del(self);
}
static PyTypeObject cvhistogram_Type = {
PyObject_HEAD_INIT(&PyType_Type)
0, /*size*/
MODULESTR".cvhistogram", /*name*/
sizeof(cvhistogram_t), /*basicsize*/
};
static PyObject *cvhistogram_getbins(cvhistogram_t *cvh)
{
Py_INCREF(cvh->bins);
return cvh->bins;
}
static PyGetSetDef cvhistogram_getseters[] = {
{(char*)"bins", (getter)cvhistogram_getbins, (setter)NULL, (char*)"bins", NULL},
{NULL} /* Sentinel */
};
static void cvhistogram_specials(void)
{
cvhistogram_Type.tp_dealloc = cvhistogram_dealloc;
cvhistogram_Type.tp_getset = cvhistogram_getseters;
}
...
static PyObject *pycvCreateHist(PyObject *self, PyObject *args, PyObject *kw)
{
const char *keywords[] = { "dims", "type", "ranges", "uniform", NULL };
PyObject *dims;
int type;
float **ranges = NULL;
int uniform = 1;
if (!PyArg_ParseTupleAndKeywords(args, kw, "Oi|O&i", (char**)keywords, &dims, &type, convert_to_floatPTRPTR, (void*)&ranges, &uniform)) {
return NULL;
}
cvhistogram_t *h = PyObject_NEW(cvhistogram_t, &cvhistogram_Type);
args = Py_BuildValue("Oi", dims, CV_32FC1);
h->bins = pycvCreateMatND(self, args);
Py_DECREF(args);
if (h->bins == NULL) {
return NULL;
}
h->h.type = CV_HIST_MAGIC_VAL;
if (!convert_to_CvArr(h->bins, &(h->h.bins), "bins"))
return NULL;
ERRWRAP(cvSetHistBinRanges(&(h->h), ranges, uniform));
return (PyObject*)h;
}
And from the OpenCV C headers:
typedef struct CvHistogram
{
int type;
CvArr* bins;
float thresh[CV_MAX_DIM][2]; /* For uniform histograms. */
float** thresh2; /* For non-uniform histograms. */
CvMatND mat; /* Embedded matrix header for array histograms. */
}
CvHistogram;
I don't exactly understand everything because I never worked with the C-interface to Python before. But probably the bug I am searching for is somewhere in this code.
Am I right? Or where should I search for the bug? How would I fix it?
(Note for people who have seen an earlier version of this question: I looked at the wrong code. Their SWIG interface was deprecated and not used anymore (but the code was still there in SVN, this is why I confused it. So don't look into interfaces/swig
, this code is old and not used. The current code lives in modules/python
.)
Upstream bug report: memleak in OpenCV Python CreateHist
The Python program, just like other programming languages, experiences memory leaks. Memory leaks in Python happen if the garbage collector doesn't clean and eliminate the unreferenced or unused data from Python.
. read() in OpenCV returns 2 things, boolean and data. If there are not 2 variables, a tuple will be assigned to one variable. The boolean is mostly used for error catching.
cv2 (old interface in old OpenCV versions was named as cv ) is the name that OpenCV developers chose when they created the binding generators. This is kept as the import name to be consistent with different kind of tutorials around the internet.
It has been fixed.
Changed 3 weeks ago by jamesb
- status changed from accepted to closed
- resolution set to fixed
Fixed in r4526
The ranges parameters were not being freed, and the iterator over ranges was not being DECREF'ed. Regressions now pass, and original loop does not leak.
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