Пример #1
0
PyObject *
fftpack_rfftb(PyObject *NPY_UNUSED(self), PyObject *args)
{
    PyObject *op1, *op2;
    PyArrayObject *data, *ret;
    PyArray_Descr *descr;
    double *wsave, *dptr, *rptr;
    npy_intp nsave;
    int npts, nrepeats, i;

    if(!PyArg_ParseTuple(args, "OO", &op1, &op2)) {
        return NULL;
    }
    data = (PyArrayObject *)PyArray_ContiguousFromObject(op1,
            NPY_CDOUBLE, 1, 0);
    if (data == NULL) {
        return NULL;
    }
    npts = PyArray_DIM(data, PyArray_NDIM(data) - 1);
    ret = (PyArrayObject *)PyArray_Zeros(PyArray_NDIM(data), PyArray_DIMS(data),
            PyArray_DescrFromType(NPY_DOUBLE), 0);

    descr = PyArray_DescrFromType(NPY_DOUBLE);
    if (PyArray_AsCArray(&op2, (void *)&wsave, &nsave, 1, descr) == -1) {
        goto fail;
    }
    if (data == NULL || ret == NULL) {
        goto fail;
    }
    if (nsave != npts*2 + 15) {
        PyErr_SetString(ErrorObject, "invalid work array for fft size");
        goto fail;
    }

    nrepeats = PyArray_SIZE(ret)/npts;
    rptr = (double *)PyArray_DATA(ret);
    dptr = (double *)PyArray_DATA(data);

    NPY_SIGINT_ON;
    for (i = 0; i < nrepeats; i++) {
        memcpy((char *)(rptr + 1), (dptr + 2), (npts - 1)*sizeof(double));
        rptr[0] = dptr[0];
        rfftb(npts, rptr, wsave);
        rptr += npts;
        dptr += npts*2;
    }
    NPY_SIGINT_OFF;
    PyArray_Free(op2, (char *)wsave);
    Py_DECREF(data);
    return (PyObject *)ret;

fail:
    PyArray_Free(op2, (char *)wsave);
    Py_XDECREF(data);
    Py_XDECREF(ret);
    return NULL;
}
Пример #2
0
/*
 * arr_bincount is registered as bincount.
 *
 * bincount accepts one, two or three arguments. The first is an array of
 * non-negative integers The second, if present, is an array of weights,
 * which must be promotable to double. Call these arguments list and
 * weight. Both must be one-dimensional with len(weight) == len(list). If
 * weight is not present then bincount(list)[i] is the number of occurrences
 * of i in list.  If weight is present then bincount(self,list, weight)[i]
 * is the sum of all weight[j] where list [j] == i.  Self is not used.
 * The third argument, if present, is a minimum length desired for the
 * output array.
 */
NPY_NO_EXPORT PyObject *
arr_bincount(PyObject *NPY_UNUSED(self), PyObject *args, PyObject *kwds)
{
    PyArray_Descr *type;
    PyObject *list = NULL, *weight=Py_None, *mlength=Py_None;
    PyArrayObject *lst=NULL, *ans=NULL, *wts=NULL;
    npy_intp *numbers, *ians, len , mx, mn, ans_size, minlength;
    npy_intp i;
    double *weights , *dans;
    static char *kwlist[] = {"list", "weights", "minlength", NULL};

    if (!PyArg_ParseTupleAndKeywords(args, kwds, "O|OO",
                kwlist, &list, &weight, &mlength)) {
            goto fail;
    }

    lst = (PyArrayObject *)PyArray_ContiguousFromAny(list, NPY_INTP, 1, 1);
    if (lst == NULL) {
        goto fail;
    }
    len = PyArray_SIZE(lst);
    type = PyArray_DescrFromType(NPY_INTP);

    if (mlength == Py_None) {
        minlength = 0;
    }
    else {
        minlength = PyArray_PyIntAsIntp(mlength);
        if (minlength <= 0) {
            if (!PyErr_Occurred()) {
                PyErr_SetString(PyExc_ValueError,
                                "minlength must be positive");
            }
            goto fail;
        }
    }

    /* handle empty list */
    if (len == 0) {
        if (!(ans = (PyArrayObject *)PyArray_Zeros(1, &minlength, type, 0))){
            goto fail;
        }
        Py_DECREF(lst);
        return (PyObject *)ans;
    }

    numbers = (npy_intp *) PyArray_DATA(lst);
    minmax(numbers, len, &mn, &mx);
    if (mn < 0) {
        PyErr_SetString(PyExc_ValueError,
                "The first argument of bincount must be non-negative");
        goto fail;
    }
    ans_size = mx + 1;
    if (mlength != Py_None) {
        if (ans_size < minlength) {
            ans_size = minlength;
        }
    }
    if (weight == Py_None) {
        ans = (PyArrayObject *)PyArray_Zeros(1, &ans_size, type, 0);
        if (ans == NULL) {
            goto fail;
        }
        ians = (npy_intp *)(PyArray_DATA(ans));
        NPY_BEGIN_ALLOW_THREADS;
        for (i = 0; i < len; i++)
            ians[numbers[i]] += 1;
        NPY_END_ALLOW_THREADS;
        Py_DECREF(lst);
    }
    else {
        wts = (PyArrayObject *)PyArray_ContiguousFromAny(
                                                weight, NPY_DOUBLE, 1, 1);
        if (wts == NULL) {
            goto fail;
        }
        weights = (double *)PyArray_DATA (wts);
        if (PyArray_SIZE(wts) != len) {
            PyErr_SetString(PyExc_ValueError,
                    "The weights and list don't have the same length.");
            goto fail;
        }
        type = PyArray_DescrFromType(NPY_DOUBLE);
        ans = (PyArrayObject *)PyArray_Zeros(1, &ans_size, type, 0);
        if (ans == NULL) {
            goto fail;
        }
        dans = (double *)PyArray_DATA(ans);
        NPY_BEGIN_ALLOW_THREADS;
        for (i = 0; i < len; i++) {
            dans[numbers[i]] += weights[i];
        }
        NPY_END_ALLOW_THREADS;
        Py_DECREF(lst);
        Py_DECREF(wts);
    }
    return (PyObject *)ans;

fail:
    Py_XDECREF(lst);
    Py_XDECREF(wts);
    Py_XDECREF(ans);
    return NULL;
}
Пример #3
0
PyObject *
fftpack_rfftf(PyObject *NPY_UNUSED(self), PyObject *args)
{
    PyObject *op1, *op2;
    PyArrayObject *data, *ret;
    PyArray_Descr *descr;
    double *wsave, *dptr, *rptr;
    npy_intp nsave;
    int npts, nrepeats, i, rstep;

    if(!PyArg_ParseTuple(args, "OO", &op1, &op2)) {
        return NULL;
    }
    data = (PyArrayObject *)PyArray_ContiguousFromObject(op1,
            PyArray_DOUBLE, 1, 0);
    if (data == NULL) {
        return NULL;
    }
    npts = data->dimensions[data->nd-1];
    data->dimensions[data->nd - 1] = npts/2 + 1;
    ret = (PyArrayObject *)PyArray_Zeros(data->nd, data->dimensions,
            PyArray_DescrFromType(PyArray_CDOUBLE), 0);
    data->dimensions[data->nd - 1] = npts;
    rstep = (ret->dimensions[ret->nd - 1])*2;

    descr = PyArray_DescrFromType(PyArray_DOUBLE);
    if (PyArray_AsCArray(&op2, (void *)&wsave, &nsave, 1, descr) == -1) {
        goto fail;
    }
    if (data == NULL || ret == NULL) {
        goto fail;
    }
    if (nsave != npts*2+15) {
        PyErr_SetString(ErrorObject, "invalid work array for fft size");
        goto fail;
    }

    nrepeats = PyArray_SIZE(data)/npts;
    rptr = (double *)ret->data;
    dptr = (double *)data->data;


    NPY_SIGINT_ON;
    for (i = 0; i < nrepeats; i++) {
        memcpy((char *)(rptr+1), dptr, npts*sizeof(double));
        rfftf(npts, rptr+1, wsave);
        rptr[0] = rptr[1];
        rptr[1] = 0.0;
        rptr += rstep;
        dptr += npts;
    }
    NPY_SIGINT_OFF;
    PyArray_Free(op2, (char *)wsave);
    Py_DECREF(data);
    return (PyObject *)ret;

fail:
    PyArray_Free(op2, (char *)wsave);
    Py_XDECREF(data);
    Py_XDECREF(ret);
    return NULL;
}