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org.jtransforms.fft.DoubleFFT_1D Maven / Gradle / Ivy
/* ***** BEGIN LICENSE BLOCK *****
* JTransforms
* Copyright (c) 2007 onward, Piotr Wendykier
* All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions are met:
*
* 1. Redistributions of source code must retain the above copyright notice, this
* list of conditions and the following disclaimer.
* 2. Redistributions in binary form must reproduce the above copyright notice,
* this list of conditions and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
* ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
* WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
* ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
* (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
* LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
* ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
* SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*
* ***** END LICENSE BLOCK ***** */
package org.jtransforms.fft;
import java.util.concurrent.Future;
import org.jtransforms.utils.CommonUtils;
import java.util.concurrent.ExecutionException;
import java.util.logging.Level;
import java.util.logging.Logger;
import pl.edu.icm.jlargearrays.ConcurrencyUtils;
import pl.edu.icm.jlargearrays.DoubleLargeArray;
import pl.edu.icm.jlargearrays.LargeArray;
import pl.edu.icm.jlargearrays.LongLargeArray;
import pl.edu.icm.jlargearrays.LargeArrayUtils;
import static org.apache.commons.math3.util.FastMath.*;
/**
* Computes 1D Discrete Fourier Transform (DFT) of complex and real, double
* precision data. The size of the data can be an arbitrary number. This is a
* parallel implementation of split-radix and mixed-radix algorithms optimized
* for SMP systems. [email protected] )
*/
public final class DoubleFFT_1D
{
private static enum Plans
{
SPLIT_RADIX, MIXED_RADIX, BLUESTEIN
}
private int n;
private long nl;
private int nBluestein;
private long nBluesteinl;
private int[] ip;
private LongLargeArray ipl;
private double[] w;
private DoubleLargeArray wl;
private int nw;
private long nwl;
private int nc;
private long ncl;
private double[] wtable;
private DoubleLargeArray wtablel;
private double[] wtable_r;
private DoubleLargeArray wtable_rl;
private double[] bk1;
private DoubleLargeArray bk1l;
private double[] bk2;
private DoubleLargeArray bk2l;
private Plans plan;
private boolean useLargeArrays;
private static final int[] factors = {4, 2, 3, 5};
private static final double PI = 3.14159265358979311599796346854418516;
private static final double TWO_PI = 6.28318530717958623199592693708837032;
/**
* Creates new instance of DoubleFFT_1D.
*
* @param n size of data
*/
public DoubleFFT_1D(long n)
{
if (n < 1) {
throw new IllegalArgumentException("n must be greater than 0");
}
this.useLargeArrays = (CommonUtils.isUseLargeArrays() || 2 * n > LargeArray.getMaxSizeOf32bitArray());
this.n = (int) n;
this.nl = n;
if (this.useLargeArrays == false) {
if (!CommonUtils.isPowerOf2(n)) {
if (CommonUtils.getReminder(n, factors) >= 211) {
plan = Plans.BLUESTEIN;
nBluestein = CommonUtils.nextPow2(this.n * 2 - 1);
bk1 = new double[2 * nBluestein];
bk2 = new double[2 * nBluestein];
this.ip = new int[2 + (int) ceil(2 + (1 << (int) (log(nBluestein + 0.5) / log(2)) / 2))];
this.w = new double[nBluestein];
int twon = 2 * nBluestein;
nw = twon >> 2;
CommonUtils.makewt(nw, ip, w);
nc = nBluestein >> 2;
CommonUtils.makect(nc, w, nw, ip);
bluesteini();
} else {
plan = Plans.MIXED_RADIX;
wtable = new double[4 * this.n + 15];
wtable_r = new double[2 * this.n + 15];
cffti();
rffti();
}
} else {
plan = Plans.SPLIT_RADIX;
this.ip = new int[2 + (int) ceil(2 + (1 << (int) (log(n + 0.5) / log(2)) / 2))];
this.w = new double[this.n];
int twon = 2 * this.n;
nw = twon >> 2;
CommonUtils.makewt(nw, ip, w);
nc = this.n >> 2;
CommonUtils.makect(nc, w, nw, ip);
}
} else if (!CommonUtils.isPowerOf2(nl)) {
if (CommonUtils.getReminder(nl, factors) >= 211) {
plan = Plans.BLUESTEIN;
nBluesteinl = CommonUtils.nextPow2(nl * 2 - 1);
bk1l = new DoubleLargeArray(2l * nBluesteinl);
bk2l = new DoubleLargeArray(2l * nBluesteinl);
this.ipl = new LongLargeArray(2l + (long) ceil(2l + (1l << (long) (log(nBluesteinl + 0.5) / log(2.)) / 2)));
this.wl = new DoubleLargeArray(nBluesteinl);
long twon = 2 * nBluesteinl;
nwl = twon >> 2l;
CommonUtils.makewt(nwl, ipl, wl);
ncl = nBluesteinl >> 2l;
CommonUtils.makect(ncl, wl, nwl, ipl);
bluesteinil();
} else {
plan = Plans.MIXED_RADIX;
wtablel = new DoubleLargeArray(4 * nl + 15);
wtable_rl = new DoubleLargeArray(2 * nl + 15);
cfftil();
rfftil();
}
} else {
plan = Plans.SPLIT_RADIX;
this.ipl = new LongLargeArray(2l + (long) ceil(2 + (1l << (long) (log(nl + 0.5) / log(2)) / 2)));
this.wl = new DoubleLargeArray(nl);
long twon = 2 * nl;
nwl = twon >> 2l;
CommonUtils.makewt(nwl, ipl, wl);
ncl = nl >> 2l;
CommonUtils.makect(ncl, wl, nwl, ipl);
}
}
/**
* Computes 1D forward DFT of complex data leaving the result in
* a. Complex number is stored as two double values in
* sequence: the real and imaginary part, i.e. the size of the input array
* must be greater or equal 2*n. The physical layout of the input data has
* to be as follows:
* a[2*k] = Re[k],
* a[2*k+1] = Im[k], 0<=k<n
*
*
* @param a data to transform
*/
public void complexForward(double[] a)
{
complexForward(a, 0);
}
/**
* Computes 1D forward DFT of complex data leaving the result in
* a. Complex number is stored as two double values in
* sequence: the real and imaginary part, i.e. the size of the input array
* must be greater or equal 2*n. The physical layout of the input data has
* to be as follows:
* a[2*k] = Re[k],
* a[2*k+1] = Im[k], 0<=k<n
*
*
* @param a data to transform
*/
public void complexForward(DoubleLargeArray a)
{
complexForward(a, 0);
}
/**
* Computes 1D forward DFT of complex data leaving the result in
* a. Complex number is stored as two double values in
* sequence: the real and imaginary part, i.e. the size of the input array
* must be greater or equal 2*n. The physical layout of the input data has
* to be as follows:
* a[offa+2*k] = Re[k],
* a[offa+2*k+1] = Im[k], 0<=k<n
*
*
* @param a data to transform
* @param offa index of the first element in array a
*/
public void complexForward(double[] a, int offa)
{
if (useLargeArrays) {
complexForward(new DoubleLargeArray(a), offa);
} else {
if (n == 1) {
return;
}
switch (plan) {
case SPLIT_RADIX:
CommonUtils.cftbsub(2 * n, a, offa, ip, nw, w);
break;
case MIXED_RADIX:
cfftf(a, offa, -1);
break;
case BLUESTEIN:
bluestein_complex(a, offa, -1);
break;
}
}
}
/**
* Computes 1D forward DFT of complex data leaving the result in
* a. Complex number is stored as two double values in
* sequence: the real and imaginary part, i.e. the size of the input array
* must be greater or equal 2*n. The physical layout of the input data has
* to be as follows:
* a[offa+2*k] = Re[k],
* a[offa+2*k+1] = Im[k], 0<=k<n
*
*
* @param a data to transform
* @param offa index of the first element in array a
*/
public void complexForward(DoubleLargeArray a, long offa)
{
if (!useLargeArrays) {
if (!a.isLarge() && !a.isConstant() && offa < Integer.MAX_VALUE) {
complexForward(a.getData(), (int) offa);
} else {
throw new IllegalArgumentException("The data array is too big.");
}
} else {
if (nl == 1) {
return;
}
switch (plan) {
case SPLIT_RADIX:
CommonUtils.cftbsub(2 * nl, a, offa, ipl, nwl, wl);
break;
case MIXED_RADIX:
cfftf(a, offa, -1);
break;
case BLUESTEIN:
bluestein_complex(a, offa, -1);
break;
}
}
}
/**
* Computes 1D inverse DFT of complex data leaving the result in
* a. Complex number is stored as two double values in
* sequence: the real and imaginary part, i.e. the size of the input array
* must be greater or equal 2*n. The physical layout of the input data has
* to be as follows:
* a[2*k] = Re[k],
* a[2*k+1] = Im[k], 0<=k<n
*
*
* @param a data to transform
* @param scale if true then scaling is performed
*/
public void complexInverse(double[] a, boolean scale)
{
complexInverse(a, 0, scale);
}
/**
* Computes 1D inverse DFT of complex data leaving the result in
* a. Complex number is stored as two double values in
* sequence: the real and imaginary part, i.e. the size of the input array
* must be greater or equal 2*n. The physical layout of the input data has
* to be as follows:
* a[2*k] = Re[k],
* a[2*k+1] = Im[k], 0<=k<n
*
*
* @param a data to transform
* @param scale if true then scaling is performed
*/
public void complexInverse(DoubleLargeArray a, boolean scale)
{
complexInverse(a, 0, scale);
}
/**
* Computes 1D inverse DFT of complex data leaving the result in
* a. Complex number is stored as two double values in
* sequence: the real and imaginary part, i.e. the size of the input array
* must be greater or equal 2*n. The physical layout of the input data has
* to be as follows:
* a[offa+2*k] = Re[k],
* a[offa+2*k+1] = Im[k], 0<=k<n
*
*
* @param a data to transform
* @param offa index of the first element in array a
* @param scale if true then scaling is performed
*/
public void complexInverse(double[] a, int offa, boolean scale)
{
if (useLargeArrays) {
complexInverse(new DoubleLargeArray(a), offa, scale);
} else {
if (n == 1) {
return;
}
switch (plan) {
case SPLIT_RADIX:
CommonUtils.cftfsub(2 * n, a, offa, ip, nw, w);
break;
case MIXED_RADIX:
cfftf(a, offa, +1);
break;
case BLUESTEIN:
bluestein_complex(a, offa, 1);
break;
}
if (scale) {
CommonUtils.scale(n, 1.0 / (double) n, a, offa, true);
}
}
}
/**
* Computes 1D inverse DFT of complex data leaving the result in
* a. Complex number is stored as two double values in
* sequence: the real and imaginary part, i.e. the size of the input array
* must be greater or equal 2*n. The physical layout of the input data has
* to be as follows:
* a[offa+2*k] = Re[k],
* a[offa+2*k+1] = Im[k], 0<=k<n
*
*
* @param a data to transform
* @param offa index of the first element in array a
* @param scale if true then scaling is performed
*/
public void complexInverse(DoubleLargeArray a, long offa, boolean scale)
{
if (!useLargeArrays) {
if (!a.isLarge() && !a.isConstant() && offa < Integer.MAX_VALUE) {
complexInverse(a.getData(), (int) offa, scale);
} else {
throw new IllegalArgumentException("The data array is too big.");
}
} else {
if (nl == 1) {
return;
}
switch (plan) {
case SPLIT_RADIX:
CommonUtils.cftfsub(2 * nl, a, offa, ipl, nwl, wl);
break;
case MIXED_RADIX:
cfftf(a, offa, +1);
break;
case BLUESTEIN:
bluestein_complex(a, offa, 1);
break;
}
if (scale) {
CommonUtils.scale(nl, 1.0 / (double) nl, a, offa, true);
}
}
}
/**
* Computes 1D forward DFT of real data leaving the result in a
* . The physical layout of the output data is as follows:
* a[2*k] = Re[k], 0<=k<n/2
* a[2*k+1] = Im[k], 0<k<n/2
* a[1] = Re[n/2]
*
*
* if n is odd then
*
*
* a[2*k] = Re[k], 0<=k<(n+1)/2
* a[2*k+1] = Im[k], 0<k<(n-1)/2
* a[1] = Im[(n-1)/2]
*
*
* This method computes only half of the elements of the real transform. The
* other half satisfies the symmetry condition. If you want the full real
* forward transform, use realForwardFull. To get back the
* original data, use realInverse on the output of this method.
*
* @param a data to transform
*/
public void realForward(double[] a)
{
realForward(a, 0);
}
/**
* Computes 1D forward DFT of real data leaving the result in a
* . The physical layout of the output data is as follows:
* a[2*k] = Re[k], 0<=k<n/2
* a[2*k+1] = Im[k], 0<k<n/2
* a[1] = Re[n/2]
*
*
* if n is odd then
*
*
* a[2*k] = Re[k], 0<=k<(n+1)/2
* a[2*k+1] = Im[k], 0<k<(n-1)/2
* a[1] = Im[(n-1)/2]
*
*
* This method computes only half of the elements of the real transform. The
* other half satisfies the symmetry condition. If you want the full real
* forward transform, use realForwardFull. To get back the
* original data, use realInverse on the output of this method.
*
* @param a data to transform
*/
public void realForward(DoubleLargeArray a)
{
realForward(a, 0);
}
/**
* Computes 1D forward DFT of real data leaving the result in a
* . The physical layout of the output data is as follows:
* a[offa+2*k] = Re[k], 0<=k<n/2
* a[offa+2*k+1] = Im[k], 0<k<n/2
* a[offa+1] = Re[n/2]
*
*
* if n is odd then
*
*
* a[offa+2*k] = Re[k], 0<=k<(n+1)/2
* a[offa+2*k+1] = Im[k], 0<k<(n-1)/2
* a[offa+1] = Im[(n-1)/2]
*
*
* This method computes only half of the elements of the real transform. The
* other half satisfies the symmetry condition. If you want the full real
* forward transform, use realForwardFull. To get back the
* original data, use realInverse on the output of this method.
*
* @param a data to transform
* @param offa index of the first element in array a
*/
public void realForward(double[] a, int offa)
{
if (useLargeArrays) {
realForward(new DoubleLargeArray(a), offa);
} else {
if (n == 1) {
return;
}
switch (plan) {
case SPLIT_RADIX:
double xi;
if (n > 4) {
CommonUtils.cftfsub(n, a, offa, ip, nw, w);
CommonUtils.rftfsub(n, a, offa, nc, w, nw);
} else if (n == 4) {
CommonUtils.cftx020(a, offa);
}
xi = a[offa] - a[offa + 1];
a[offa] += a[offa + 1];
a[offa + 1] = xi;
break;
case MIXED_RADIX:
rfftf(a, offa);
for (int k = n - 1; k >= 2; k--) {
int idx = offa + k;
double tmp = a[idx];
a[idx] = a[idx - 1];
a[idx - 1] = tmp;
}
break;
case BLUESTEIN:
bluestein_real_forward(a, offa);
break;
}
}
}
/**
* Computes 1D forward DFT of real data leaving the result in a
* . The physical layout of the output data is as follows:
* a[offa+2*k] = Re[k], 0<=k<n/2
* a[offa+2*k+1] = Im[k], 0<k<n/2
* a[offa+1] = Re[n/2]
*
*
* if n is odd then
*
*
* a[offa+2*k] = Re[k], 0<=k<(n+1)/2
* a[offa+2*k+1] = Im[k], 0<k<(n-1)/2
* a[offa+1] = Im[(n-1)/2]
*
*
* This method computes only half of the elements of the real transform. The
* other half satisfies the symmetry condition. If you want the full real
* forward transform, use realForwardFull. To get back the
* original data, use realInverse on the output of this method.
*
* @param a data to transform
* @param offa index of the first element in array a
*/
public void realForward(DoubleLargeArray a, long offa)
{
if (!useLargeArrays) {
if (!a.isLarge() && !a.isConstant() && offa < Integer.MAX_VALUE) {
realForward(a.getData(), (int) offa);
} else {
throw new IllegalArgumentException("The data array is too big.");
}
} else {
if (nl == 1) {
return;
}
switch (plan) {
case SPLIT_RADIX:
double xi;
if (nl > 4) {
CommonUtils.cftfsub(nl, a, offa, ipl, nwl, wl);
CommonUtils.rftfsub(nl, a, offa, ncl, wl, nwl);
} else if (nl == 4) {
CommonUtils.cftx020(a, offa);
}
xi = a.getDouble(offa) - a.getDouble(offa + 1);
a.setDouble(offa, a.getDouble(offa) + a.getDouble(offa + 1));
a.setDouble(offa + 1, xi);
break;
case MIXED_RADIX:
rfftf(a, offa);
for (long k = nl - 1; k >= 2; k--) {
long idx = offa + k;
double tmp = a.getDouble(idx);
a.setDouble(idx, a.getDouble(idx - 1));
a.setDouble(idx - 1, tmp);
}
break;
case BLUESTEIN:
bluestein_real_forward(a, offa);
break;
}
}
}
/**
* Computes 1D forward DFT of real data leaving the result in a
* . This method computes the full real forward transform, i.e. you will get
* the same result as from complexForward called with all
* imaginary parts equal 0. Because the result is stored in a,
* the size of the input array must greater or equal 2*n, with only the
* first n elements filled with real data. To get back the original data,
* use complexInverse on the output of this method.
*
* @param a data to transform
*/
public void realForwardFull(double[] a)
{
realForwardFull(a, 0);
}
/**
* Computes 1D forward DFT of real data leaving the result in a
* . This method computes the full real forward transform, i.e. you will get
* the same result as from complexForward called with all
* imaginary parts equal 0. Because the result is stored in a,
* the size of the input array must greater or equal 2*n, with only the
* first n elements filled with real data. To get back the original data,
* use complexInverse on the output of this method.
*
* @param a data to transform
*/
public void realForwardFull(DoubleLargeArray a)
{
realForwardFull(a, 0);
}
/**
* Computes 1D forward DFT of real data leaving the result in a
* . This method computes the full real forward transform, i.e. you will get
* the same result as from complexForward called with all
* imaginary part equal 0. Because the result is stored in a,
* the size of the input array must greater or equal 2*n, with only the
* first n elements filled with real data. To get back the original data,
* use complexInverse on the output of this method.
*
* @param a data to transform
* @param offa index of the first element in array a
*/
public void realForwardFull(final double[] a, final int offa)
{
if (useLargeArrays) {
realForwardFull(new DoubleLargeArray(a), offa);
} else {
final int twon = 2 * n;
switch (plan) {
case SPLIT_RADIX:
realForward(a, offa);
int nthreads = ConcurrencyUtils.getNumberOfThreads();
if ((nthreads > 1) && (n / 2 > CommonUtils.getThreadsBeginN_1D_FFT_2Threads())) {
Future[] futures = new Future[nthreads];
int k = n / 2 / nthreads;
for (int i = 0; i < nthreads; i++) {
final int firstIdx = i * k;
final int lastIdx = (i == (nthreads - 1)) ? n / 2 : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
int idx1, idx2;
for (int k = firstIdx; k < lastIdx; k++) {
idx1 = 2 * k;
idx2 = offa + ((twon - idx1) % twon);
a[idx2] = a[offa + idx1];
a[idx2 + 1] = -a[offa + idx1 + 1];
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
} else {
int idx1, idx2;
for (int k = 0; k < n / 2; k++) {
idx1 = 2 * k;
idx2 = offa + ((twon - idx1) % twon);
a[idx2] = a[offa + idx1];
a[idx2 + 1] = -a[offa + idx1 + 1];
}
}
a[offa + n] = -a[offa + 1];
a[offa + 1] = 0;
break;
case MIXED_RADIX:
rfftf(a, offa);
int m;
if (n % 2 == 0) {
m = n / 2;
} else {
m = (n + 1) / 2;
}
for (int k = 1; k < m; k++) {
int idx1 = offa + twon - 2 * k;
int idx2 = offa + 2 * k;
a[idx1 + 1] = -a[idx2];
a[idx1] = a[idx2 - 1];
}
for (int k = 1; k < n; k++) {
int idx = offa + n - k;
double tmp = a[idx + 1];
a[idx + 1] = a[idx];
a[idx] = tmp;
}
a[offa + 1] = 0;
break;
case BLUESTEIN:
bluestein_real_full(a, offa, -1);
break;
}
}
}
/**
* Computes 1D forward DFT of real data leaving the result in a
* . This method computes the full real forward transform, i.e. you will get
* the same result as from complexForward called with all
* imaginary part equal 0. Because the result is stored in a,
* the size of the input array must greater or equal 2*n, with only the
* first n elements filled with real data. To get back the original data,
* use complexInverse on the output of this method.
*
* @param a data to transform
* @param offa index of the first element in array a
*/
public void realForwardFull(final DoubleLargeArray a, final long offa)
{
if (!useLargeArrays) {
if (!a.isLarge() && !a.isConstant() && offa < Integer.MAX_VALUE) {
realForwardFull(a.getData(), (int) offa);
} else {
throw new IllegalArgumentException("The data array is too big.");
}
} else {
final long twon = 2 * nl;
switch (plan) {
case SPLIT_RADIX:
realForward(a, offa);
int nthreads = ConcurrencyUtils.getNumberOfThreads();
if ((nthreads > 1) && (nl / 2 > CommonUtils.getThreadsBeginN_1D_FFT_2Threads())) {
Future[] futures = new Future[nthreads];
long k = nl / 2 / nthreads;
for (int i = 0; i < nthreads; i++) {
final long firstIdx = i * k;
final long lastIdx = (i == (nthreads - 1)) ? nl / 2 : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
long idx1, idx2;
for (long k = firstIdx; k < lastIdx; k++) {
idx1 = 2 * k;
idx2 = offa + ((twon - idx1) % twon);
a.setDouble(idx2, a.getDouble(offa + idx1));
a.setDouble(idx2 + 1, -a.getDouble(offa + idx1 + 1));
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
} else {
long idx1, idx2;
for (long k = 0; k < nl / 2; k++) {
idx1 = 2 * k;
idx2 = offa + ((twon - idx1) % twon);
a.setDouble(idx2, a.getDouble(offa + idx1));
a.setDouble(idx2 + 1, -a.getDouble(offa + idx1 + 1));
}
}
a.setDouble(offa + nl, -a.getDouble(offa + 1));
a.setDouble(offa + 1, 0);
break;
case MIXED_RADIX:
rfftf(a, offa);
long m;
if (nl % 2 == 0) {
m = nl / 2;
} else {
m = (nl + 1) / 2;
}
for (long k = 1; k < m; k++) {
long idx1 = offa + twon - 2 * k;
long idx2 = offa + 2 * k;
a.setDouble(idx1 + 1, -a.getDouble(idx2));
a.setDouble(idx1, a.getDouble(idx2 - 1));
}
for (long k = 1; k < nl; k++) {
long idx = offa + nl - k;
double tmp = a.getDouble(idx + 1);
a.setDouble(idx + 1, a.getDouble(idx));
a.setDouble(idx, tmp);
}
a.setDouble(offa + 1, 0);
break;
case BLUESTEIN:
bluestein_real_full(a, offa, -1);
break;
}
}
}
/**
* Computes 1D inverse DFT of real data leaving the result in a
* . The physical layout of the input data has to be as follows:
* a[2*k] = Re[k], 0<=k<n/2
* a[2*k+1] = Im[k], 0<k<n/2
* a[1] = Re[n/2]
*
*
* if n is odd then
*
*
* a[2*k] = Re[k], 0<=k<(n+1)/2
* a[2*k+1] = Im[k], 0<k<(n-1)/2
* a[1] = Im[(n-1)/2]
*
*
* This method computes only half of the elements of the real transform. The
* other half satisfies the symmetry condition. If you want the full real
* inverse transform, use realInverseFull.
*
* @param a data to transform
*
* @param scale if true then scaling is performed
*/
public void realInverse(double[] a, boolean scale)
{
realInverse(a, 0, scale);
}
/**
* Computes 1D inverse DFT of real data leaving the result in a
* . The physical layout of the input data has to be as follows:
* a[2*k] = Re[k], 0<=k<n/2
* a[2*k+1] = Im[k], 0<k<n/2
* a[1] = Re[n/2]
*
*
* if n is odd then
*
*
* a[2*k] = Re[k], 0<=k<(n+1)/2
* a[2*k+1] = Im[k], 0<k<(n-1)/2
* a[1] = Im[(n-1)/2]
*
*
* This method computes only half of the elements of the real transform. The
* other half satisfies the symmetry condition. If you want the full real
* inverse transform, use realInverseFull.
*
* @param a data to transform
*
* @param scale if true then scaling is performed
*/
public void realInverse(DoubleLargeArray a, boolean scale)
{
realInverse(a, 0, scale);
}
/**
* Computes 1D inverse DFT of real data leaving the result in a
* . The physical layout of the input data has to be as follows:
* a[offa+2*k] = Re[k], 0<=k<n/2
* a[offa+2*k+1] = Im[k], 0<k<n/2
* a[offa+1] = Re[n/2]
*
*
* if n is odd then
*
*
* a[offa+2*k] = Re[k], 0<=k<(n+1)/2
* a[offa+2*k+1] = Im[k], 0<k<(n-1)/2
* a[offa+1] = Im[(n-1)/2]
*
*
* This method computes only half of the elements of the real transform. The
* other half satisfies the symmetry condition. If you want the full real
* inverse transform, use realInverseFull.
*
* @param a data to transform
* @param offa index of the first element in array a
* @param scale if true then scaling is performed
*/
public void realInverse(double[] a, int offa, boolean scale)
{
if (useLargeArrays) {
realInverse(new DoubleLargeArray(a), offa, scale);
} else {
if (n == 1) {
return;
}
switch (plan) {
case SPLIT_RADIX:
a[offa + 1] = 0.5 * (a[offa] - a[offa + 1]);
a[offa] -= a[offa + 1];
if (n > 4) {
CommonUtils.rftfsub(n, a, offa, nc, w, nw);
CommonUtils.cftbsub(n, a, offa, ip, nw, w);
} else if (n == 4) {
CommonUtils.cftxc020(a, offa);
}
if (scale) {
CommonUtils.scale(n, 1.0 / (n / 2.0), a, offa, false);
}
break;
case MIXED_RADIX:
for (int k = 2; k < n; k++) {
int idx = offa + k;
double tmp = a[idx - 1];
a[idx - 1] = a[idx];
a[idx] = tmp;
}
rfftb(a, offa);
if (scale) {
CommonUtils.scale(n, 1.0 / n, a, offa, false);
}
break;
case BLUESTEIN:
bluestein_real_inverse(a, offa);
if (scale) {
CommonUtils.scale(n, 1.0 / n, a, offa, false);
}
break;
}
}
}
/**
* Computes 1D inverse DFT of real data leaving the result in a
* . The physical layout of the input data has to be as follows:
* a[offa+2*k] = Re[k], 0<=k<n/2
* a[offa+2*k+1] = Im[k], 0<k<n/2
* a[offa+1] = Re[n/2]
*
*
* if n is odd then
*
*
* a[offa+2*k] = Re[k], 0<=k<(n+1)/2
* a[offa+2*k+1] = Im[k], 0<k<(n-1)/2
* a[offa+1] = Im[(n-1)/2]
*
*
* This method computes only half of the elements of the real transform. The
* other half satisfies the symmetry condition. If you want the full real
* inverse transform, use realInverseFull.
*
* @param a data to transform
* @param offa index of the first element in array a
* @param scale if true then scaling is performed
*/
public void realInverse(DoubleLargeArray a, long offa, boolean scale)
{
if (!useLargeArrays) {
if (!a.isLarge() && !a.isConstant() && offa < Integer.MAX_VALUE) {
realInverse(a.getData(), (int) offa, scale);
} else {
throw new IllegalArgumentException("The data array is too big.");
}
} else {
if (nl == 1) {
return;
}
switch (plan) {
case SPLIT_RADIX:
a.setDouble(offa + 1, 0.5 * (a.getDouble(offa) - a.getDouble(offa + 1)));
a.setDouble(offa, a.getDouble(offa) - a.getDouble(offa + 1));
if (nl > 4) {
CommonUtils.rftfsub(nl, a, offa, ncl, wl, nwl);
CommonUtils.cftbsub(nl, a, offa, ipl, nwl, wl);
} else if (nl == 4) {
CommonUtils.cftxc020(a, offa);
}
if (scale) {
CommonUtils.scale(nl, 1.0 / (nl / 2.0), a, offa, false);
}
break;
case MIXED_RADIX:
for (long k = 2; k < nl; k++) {
long idx = offa + k;
double tmp = a.getDouble(idx - 1);
a.setDouble(idx - 1, a.getDouble(idx));
a.setDouble(idx, tmp);
}
rfftb(a, offa);
if (scale) {
CommonUtils.scale(nl, 1.0 / nl, a, offa, false);
}
break;
case BLUESTEIN:
bluestein_real_inverse(a, offa);
if (scale) {
CommonUtils.scale(nl, 1.0 / nl, a, offa, false);
}
break;
}
}
}
/**
* Computes 1D inverse DFT of real data leaving the result in a
* . This method computes the full real inverse transform, i.e. you will get
* the same result as from complexInverse called with all
* imaginary part equal 0. Because the result is stored in a,
* the size of the input array must greater or equal 2*n, with only the
* first n elements filled with real data.
*
* @param a data to transform
* @param scale if true then scaling is performed
*/
public void realInverseFull(double[] a, boolean scale)
{
realInverseFull(a, 0, scale);
}
/**
* Computes 1D inverse DFT of real data leaving the result in a
* . This method computes the full real inverse transform, i.e. you will get
* the same result as from complexInverse called with all
* imaginary part equal 0. Because the result is stored in a,
* the size of the input array must greater or equal 2*n, with only the
* first n elements filled with real data.
*
* @param a data to transform
* @param scale if true then scaling is performed
*/
public void realInverseFull(DoubleLargeArray a, boolean scale)
{
realInverseFull(a, 0, scale);
}
/**
* Computes 1D inverse DFT of real data leaving the result in a
* . This method computes the full real inverse transform, i.e. you will get
* the same result as from complexInverse called with all
* imaginary part equal 0. Because the result is stored in a,
* the size of the input array must greater or equal 2*n, with only the
* first n elements filled with real data.
*
* @param a data to transform
* @param offa index of the first element in array a
* @param scale if true then scaling is performed
*/
public void realInverseFull(final double[] a, final int offa, boolean scale)
{
if (useLargeArrays) {
realInverseFull(new DoubleLargeArray(a), offa, scale);
} else {
final int twon = 2 * n;
switch (plan) {
case SPLIT_RADIX:
realInverse2(a, offa, scale);
int nthreads = ConcurrencyUtils.getNumberOfThreads();
if ((nthreads > 1) && (n / 2 > CommonUtils.getThreadsBeginN_1D_FFT_2Threads())) {
Future[] futures = new Future[nthreads];
int k = n / 2 / nthreads;
for (int i = 0; i < nthreads; i++) {
final int firstIdx = i * k;
final int lastIdx = (i == (nthreads - 1)) ? n / 2 : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
int idx1, idx2;
for (int k = firstIdx; k < lastIdx; k++) {
idx1 = 2 * k;
idx2 = offa + ((twon - idx1) % twon);
a[idx2] = a[offa + idx1];
a[idx2 + 1] = -a[offa + idx1 + 1];
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
} else {
int idx1, idx2;
for (int k = 0; k < n / 2; k++) {
idx1 = 2 * k;
idx2 = offa + ((twon - idx1) % twon);
a[idx2] = a[offa + idx1];
a[idx2 + 1] = -a[offa + idx1 + 1];
}
}
a[offa + n] = -a[offa + 1];
a[offa + 1] = 0;
break;
case MIXED_RADIX:
rfftf(a, offa);
if (scale) {
CommonUtils.scale(n, 1.0 / n, a, offa, false);
}
int m;
if (n % 2 == 0) {
m = n / 2;
} else {
m = (n + 1) / 2;
}
for (int k = 1; k < m; k++) {
int idx1 = offa + 2 * k;
int idx2 = offa + twon - 2 * k;
a[idx1] = -a[idx1];
a[idx2 + 1] = -a[idx1];
a[idx2] = a[idx1 - 1];
}
for (int k = 1; k < n; k++) {
int idx = offa + n - k;
double tmp = a[idx + 1];
a[idx + 1] = a[idx];
a[idx] = tmp;
}
a[offa + 1] = 0;
break;
case BLUESTEIN:
bluestein_real_full(a, offa, 1);
if (scale) {
CommonUtils.scale(n, 1.0 / n, a, offa, true);
}
break;
}
}
}
/**
* Computes 1D inverse DFT of real data leaving the result in a
* . This method computes the full real inverse transform, i.e. you will get
* the same result as from complexInverse called with all
* imaginary part equal 0. Because the result is stored in a,
* the size of the input array must greater or equal 2*n, with only the
* first n elements filled with real data.
*
* @param a data to transform
* @param offa index of the first element in array a
* @param scale if true then scaling is performed
*/
public void realInverseFull(final DoubleLargeArray a, final long offa, boolean scale)
{
if (!useLargeArrays) {
if (!a.isLarge() && !a.isConstant() && offa < Integer.MAX_VALUE) {
realInverseFull(a.getData(), (int) offa, scale);
} else {
throw new IllegalArgumentException("The data array is too big.");
}
} else {
final long twon = 2 * nl;
switch (plan) {
case SPLIT_RADIX:
realInverse2(a, offa, scale);
int nthreads = ConcurrencyUtils.getNumberOfThreads();
if ((nthreads > 1) && (nl / 2 > CommonUtils.getThreadsBeginN_1D_FFT_2Threads())) {
Future[] futures = new Future[nthreads];
long k = nl / 2 / nthreads;
for (int i = 0; i < nthreads; i++) {
final long firstIdx = i * k;
final long lastIdx = (i == (nthreads - 1)) ? nl / 2 : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
long idx1, idx2;
for (long k = firstIdx; k < lastIdx; k++) {
idx1 = 2 * k;
idx2 = offa + ((twon - idx1) % twon);
a.setDouble(idx2, a.getDouble(offa + idx1));
a.setDouble(idx2 + 1, -a.getDouble(offa + idx1 + 1));
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
} else {
long idx1, idx2;
for (long k = 0; k < nl / 2; k++) {
idx1 = 2 * k;
idx2 = offa + ((twon - idx1) % twon);
a.setDouble(idx2, a.getDouble(offa + idx1));
a.setDouble(idx2 + 1, -a.getDouble(offa + idx1 + 1));
}
}
a.setDouble(offa + nl, -a.getDouble(offa + 1));
a.setDouble(offa + 1, 0);
break;
case MIXED_RADIX:
rfftf(a, offa);
if (scale) {
CommonUtils.scale(nl, 1.0 / nl, a, offa, false);
}
long m;
if (nl % 2 == 0) {
m = nl / 2;
} else {
m = (nl + 1) / 2;
}
for (long k = 1; k < m; k++) {
long idx1 = offa + 2 * k;
long idx2 = offa + twon - 2 * k;
a.setDouble(idx1, -a.getDouble(idx1));
a.setDouble(idx2 + 1, -a.getDouble(idx1));
a.setDouble(idx2, a.getDouble(idx1 - 1));
}
for (long k = 1; k < nl; k++) {
long idx = offa + nl - k;
double tmp = a.getDouble(idx + 1);
a.setDouble(idx + 1, a.getDouble(idx));
a.setDouble(idx, tmp);
}
a.setDouble(offa + 1, 0);
break;
case BLUESTEIN:
bluestein_real_full(a, offa, 1);
if (scale) {
CommonUtils.scale(nl, 1.0 / nl, a, offa, true);
}
break;
}
}
}
protected void realInverse2(double[] a, int offa, boolean scale)
{
if (useLargeArrays) {
realInverse2(new DoubleLargeArray(a), offa, scale);
} else {
if (n == 1) {
return;
}
switch (plan) {
case SPLIT_RADIX:
double xi;
if (n > 4) {
CommonUtils.cftfsub(n, a, offa, ip, nw, w);
CommonUtils.rftbsub(n, a, offa, nc, w, nw);
} else if (n == 4) {
CommonUtils.cftbsub(n, a, offa, ip, nw, w);
}
xi = a[offa] - a[offa + 1];
a[offa] += a[offa + 1];
a[offa + 1] = xi;
if (scale) {
CommonUtils.scale(n, 1.0 / n, a, offa, false);
}
break;
case MIXED_RADIX:
rfftf(a, offa);
for (int k = n - 1; k >= 2; k--) {
int idx = offa + k;
double tmp = a[idx];
a[idx] = a[idx - 1];
a[idx - 1] = tmp;
}
if (scale) {
CommonUtils.scale(n, 1.0 / n, a, offa, false);
}
int m;
if (n % 2 == 0) {
m = n / 2;
for (int i = 1; i < m; i++) {
int idx = offa + 2 * i + 1;
a[idx] = -a[idx];
}
} else {
m = (n - 1) / 2;
for (int i = 0; i < m; i++) {
int idx = offa + 2 * i + 1;
a[idx] = -a[idx];
}
}
break;
case BLUESTEIN:
bluestein_real_inverse2(a, offa);
if (scale) {
CommonUtils.scale(n, 1.0 / n, a, offa, false);
}
break;
}
}
}
protected void realInverse2(DoubleLargeArray a, long offa, boolean scale)
{
if (!useLargeArrays) {
if (!a.isLarge() && !a.isConstant() && offa < Integer.MAX_VALUE) {
realInverse2(a.getData(), (int) offa, scale);
} else {
throw new IllegalArgumentException("The data array is too big.");
}
} else {
if (nl == 1) {
return;
}
switch (plan) {
case SPLIT_RADIX:
double xi;
if (nl > 4) {
CommonUtils.cftfsub(nl, a, offa, ipl, nwl, wl);
CommonUtils.rftbsub(nl, a, offa, ncl, wl, nwl);
} else if (nl == 4) {
CommonUtils.cftbsub(nl, a, offa, ipl, nwl, wl);
}
xi = a.getDouble(offa) - a.getDouble(offa + 1);
a.setDouble(offa, a.getDouble(offa) + a.getDouble(offa + 1));
a.setDouble(offa + 1, xi);
if (scale) {
CommonUtils.scale(nl, 1.0 / nl, a, offa, false);
}
break;
case MIXED_RADIX:
rfftf(a, offa);
for (long k = nl - 1; k >= 2; k--) {
long idx = offa + k;
double tmp = a.getDouble(idx);
a.setDouble(idx, a.getDouble(idx - 1));
a.setDouble(idx - 1, tmp);
}
if (scale) {
CommonUtils.scale(nl, 1.0 / nl, a, offa, false);
}
long m;
if (nl % 2 == 0) {
m = nl / 2;
for (long i = 1; i < m; i++) {
long idx = offa + 2 * i + 1;
a.setDouble(idx, -a.getDouble(idx));
}
} else {
m = (nl - 1) / 2;
for (long i = 0; i < m; i++) {
long idx = offa + 2 * i + 1;
a.setDouble(idx, -a.getDouble(idx));
}
}
break;
case BLUESTEIN:
bluestein_real_inverse2(a, offa);
if (scale) {
CommonUtils.scale(nl, 1.0 / nl, a, offa, false);
}
break;
}
}
}
/* -------- initializing routines -------- */
/*---------------------------------------------------------
cffti: initialization of Complex FFT
--------------------------------------------------------*/
void cffti(int n, int offw)
{
if (n == 1) {
return;
}
final int twon = 2 * n;
final int fourn = 4 * n;
double argh;
int idot, ntry = 0, i, j;
double argld;
int i1, k1, l1, l2, ib;
double fi;
int ld, ii, nf, ipll, nll, nq, nr;
double arg;
int ido, ipm;
nll = n;
nf = 0;
j = 0;
factorize_loop:
while (true) {
j++;
if (j <= 4) {
ntry = factors[j - 1];
} else {
ntry += 2;
}
do {
nq = nll / ntry;
nr = nll - ntry * nq;
if (nr != 0) {
continue factorize_loop;
}
nf++;
wtable[offw + nf + 1 + fourn] = ntry;
nll = nq;
if (ntry == 2 && nf != 1) {
for (i = 2; i <= nf; i++) {
ib = nf - i + 2;
int idx = ib + fourn;
wtable[offw + idx + 1] = wtable[offw + idx];
}
wtable[offw + 2 + fourn] = 2;
}
} while (nll != 1);
break;
}
wtable[offw + fourn] = n;
wtable[offw + 1 + fourn] = nf;
argh = TWO_PI / (double) n;
i = 1;
l1 = 1;
for (k1 = 1; k1 <= nf; k1++) {
ipll = (int) wtable[offw + k1 + 1 + fourn];
ld = 0;
l2 = l1 * ipll;
ido = n / l2;
idot = ido + ido + 2;
ipm = ipll - 1;
for (j = 1; j <= ipm; j++) {
i1 = i;
wtable[offw + i - 1 + twon] = 1;
wtable[offw + i + twon] = 0;
ld += l1;
fi = 0;
argld = ld * argh;
for (ii = 4; ii <= idot; ii += 2) {
i += 2;
fi += 1;
arg = fi * argld;
int idx = i + twon;
wtable[offw + idx - 1] = cos(arg);
wtable[offw + idx] = sin(arg);
}
if (ipll > 5) {
int idx1 = i1 + twon;
int idx2 = i + twon;
wtable[offw + idx1 - 1] = wtable[offw + idx2 - 1];
wtable[offw + idx1] = wtable[offw + idx2];
}
}
l1 = l2;
}
}
final void cffti()
{
if (n == 1) {
return;
}
final int twon = 2 * n;
final int fourn = 4 * n;
double argh;
int idot, ntry = 0, i, j;
double argld;
int i1, k1, l1, l2, ib;
double fi;
int ld, ii, nf, ipll, nll, nq, nr;
double arg;
int ido, ipm;
nll = n;
nf = 0;
j = 0;
factorize_loop:
while (true) {
j++;
if (j <= 4) {
ntry = factors[j - 1];
} else {
ntry += 2;
}
do {
nq = nll / ntry;
nr = nll - ntry * nq;
if (nr != 0) {
continue factorize_loop;
}
nf++;
wtable[nf + 1 + fourn] = ntry;
nll = nq;
if (ntry == 2 && nf != 1) {
for (i = 2; i <= nf; i++) {
ib = nf - i + 2;
int idx = ib + fourn;
wtable[idx + 1] = wtable[idx];
}
wtable[2 + fourn] = 2;
}
} while (nll != 1);
break;
}
wtable[fourn] = n;
wtable[1 + fourn] = nf;
argh = TWO_PI / (double) n;
i = 1;
l1 = 1;
for (k1 = 1; k1 <= nf; k1++) {
ipll = (int) wtable[k1 + 1 + fourn];
ld = 0;
l2 = l1 * ipll;
ido = n / l2;
idot = ido + ido + 2;
ipm = ipll - 1;
for (j = 1; j <= ipm; j++) {
i1 = i;
wtable[i - 1 + twon] = 1;
wtable[i + twon] = 0;
ld += l1;
fi = 0;
argld = ld * argh;
for (ii = 4; ii <= idot; ii += 2) {
i += 2;
fi += 1;
arg = fi * argld;
int idx = i + twon;
wtable[idx - 1] = cos(arg);
wtable[idx] = sin(arg);
}
if (ipll > 5) {
int idx1 = i1 + twon;
int idx2 = i + twon;
wtable[idx1 - 1] = wtable[idx2 - 1];
wtable[idx1] = wtable[idx2];
}
}
l1 = l2;
}
}
final void cfftil()
{
if (nl == 1) {
return;
}
final long twon = 2 * nl;
final long fourn = 4 * nl;
double argh;
long idot, ntry = 0, i, j;
double argld;
long i1, k1, l1, l2, ib;
double fi;
long ld, ii, nf, ipll, nl2, nq, nr;
double arg;
long ido, ipm;
nl2 = nl;
nf = 0;
j = 0;
factorize_loop:
while (true) {
j++;
if (j <= 4) {
ntry = factors[(int) (j - 1)];
} else {
ntry += 2;
}
do {
nq = nl2 / ntry;
nr = nl2 - ntry * nq;
if (nr != 0) {
continue factorize_loop;
}
nf++;
wtablel.setDouble(nf + 1 + fourn, ntry);
nl2 = nq;
if (ntry == 2 && nf != 1) {
for (i = 2; i <= nf; i++) {
ib = nf - i + 2;
long idx = ib + fourn;
wtablel.setDouble(idx + 1, wtablel.getDouble(idx));
}
wtablel.setDouble(2 + fourn, 2);
}
} while (nl2 != 1);
break;
}
wtablel.setDouble(fourn, nl);
wtablel.setDouble(1 + fourn, nf);
argh = TWO_PI / (double) nl;
i = 1;
l1 = 1;
for (k1 = 1; k1 <= nf; k1++) {
ipll = (long) wtablel.getDouble(k1 + 1 + fourn);
ld = 0;
l2 = l1 * ipll;
ido = nl / l2;
idot = ido + ido + 2;
ipm = ipll - 1;
for (j = 1; j <= ipm; j++) {
i1 = i;
wtablel.setDouble(i - 1 + twon, 1);
wtablel.setDouble(i + twon, 0);
ld += l1;
fi = 0;
argld = ld * argh;
for (ii = 4; ii <= idot; ii += 2) {
i += 2;
fi += 1;
arg = fi * argld;
long idx = i + twon;
wtablel.setDouble(idx - 1, cos(arg));
wtablel.setDouble(idx, sin(arg));
}
if (ipll > 5) {
long idx1 = i1 + twon;
long idx2 = i + twon;
wtablel.setDouble(idx1 - 1, wtablel.getDouble(idx2 - 1));
wtablel.setDouble(idx1, wtablel.getDouble(idx2));
}
}
l1 = l2;
}
}
void rffti()
{
if (n == 1) {
return;
}
final int twon = 2 * n;
double argh;
int ntry = 0, i, j;
double argld;
int k1, l1, l2, ib;
double fi;
int ld, ii, nf, ipll, nll, is, nq, nr;
double arg;
int ido, ipm;
int nfm1;
nll = n;
nf = 0;
j = 0;
factorize_loop:
while (true) {
++j;
if (j <= 4) {
ntry = factors[j - 1];
} else {
ntry += 2;
}
do {
nq = nll / ntry;
nr = nll - ntry * nq;
if (nr != 0) {
continue factorize_loop;
}
++nf;
wtable_r[nf + 1 + twon] = ntry;
nll = nq;
if (ntry == 2 && nf != 1) {
for (i = 2; i <= nf; i++) {
ib = nf - i + 2;
int idx = ib + twon;
wtable_r[idx + 1] = wtable_r[idx];
}
wtable_r[2 + twon] = 2;
}
} while (nll != 1);
break;
}
wtable_r[twon] = n;
wtable_r[1 + twon] = nf;
argh = TWO_PI / (double) (n);
is = 0;
nfm1 = nf - 1;
l1 = 1;
if (nfm1 == 0) {
return;
}
for (k1 = 1; k1 <= nfm1; k1++) {
ipll = (int) wtable_r[k1 + 1 + twon];
ld = 0;
l2 = l1 * ipll;
ido = n / l2;
ipm = ipll - 1;
for (j = 1; j <= ipm; ++j) {
ld += l1;
i = is;
argld = (double) ld * argh;
fi = 0;
for (ii = 3; ii <= ido; ii += 2) {
i += 2;
fi += 1;
arg = fi * argld;
int idx = i + n;
wtable_r[idx - 2] = cos(arg);
wtable_r[idx - 1] = sin(arg);
}
is += ido;
}
l1 = l2;
}
}
void rfftil()
{
if (nl == 1) {
return;
}
final long twon = 2 * nl;
double argh;
long ntry = 0, i, j;
double argld;
long k1, l1, l2, ib;
double fi;
long ld, ii, nf, ipll, nl2, is, nq, nr;
double arg;
long ido, ipm;
long nfm1;
nl2 = nl;
nf = 0;
j = 0;
factorize_loop:
while (true) {
++j;
if (j <= 4) {
ntry = factors[(int) (j - 1)];
} else {
ntry += 2;
}
do {
nq = nl2 / ntry;
nr = nl2 - ntry * nq;
if (nr != 0) {
continue factorize_loop;
}
++nf;
wtable_rl.setDouble(nf + 1 + twon, ntry);
nl2 = nq;
if (ntry == 2 && nf != 1) {
for (i = 2; i <= nf; i++) {
ib = nf - i + 2;
long idx = ib + twon;
wtable_rl.setDouble(idx + 1, wtable_rl.getDouble(idx));
}
wtable_rl.setDouble(2 + twon, 2);
}
} while (nl2 != 1);
break;
}
wtable_rl.setDouble(twon, nl);
wtable_rl.setDouble(1 + twon, nf);
argh = TWO_PI / (double) (nl);
is = 0;
nfm1 = nf - 1;
l1 = 1;
if (nfm1 == 0) {
return;
}
for (k1 = 1; k1 <= nfm1; k1++) {
ipll = (long) wtable_rl.getDouble(k1 + 1 + twon);
ld = 0;
l2 = l1 * ipll;
ido = nl / l2;
ipm = ipll - 1;
for (j = 1; j <= ipm; ++j) {
ld += l1;
i = is;
argld = (double) ld * argh;
fi = 0;
for (ii = 3; ii <= ido; ii += 2) {
i += 2;
fi += 1;
arg = fi * argld;
long idx = i + nl;
wtable_rl.setDouble(idx - 2, cos(arg));
wtable_rl.setDouble(idx - 1, sin(arg));
}
is += ido;
}
l1 = l2;
}
}
private void bluesteini()
{
int k = 0;
double arg;
double pi_n = PI / n;
bk1[0] = 1;
bk1[1] = 0;
for (int i = 1; i < n; i++) {
k += 2 * i - 1;
if (k >= 2 * n) {
k -= 2 * n;
}
arg = pi_n * k;
bk1[2 * i] = cos(arg);
bk1[2 * i + 1] = sin(arg);
}
double scale = 1.0 / nBluestein;
bk2[0] = bk1[0] * scale;
bk2[1] = bk1[1] * scale;
for (int i = 2; i < 2 * n; i += 2) {
bk2[i] = bk1[i] * scale;
bk2[i + 1] = bk1[i + 1] * scale;
bk2[2 * nBluestein - i] = bk2[i];
bk2[2 * nBluestein - i + 1] = bk2[i + 1];
}
CommonUtils.cftbsub(2 * nBluestein, bk2, 0, ip, nw, w);
}
private void bluesteinil()
{
long k = 0;
double arg;
double pi_n = PI / nl;
bk1l.setDouble(0, 1);
bk1l.setDouble(1, 0);
for (int i = 1; i < nl; i++) {
k += 2 * i - 1;
if (k >= 2 * nl) {
k -= 2 * nl;
}
arg = pi_n * k;
bk1l.setDouble(2 * i, cos(arg));
bk1l.setDouble(2 * i + 1, sin(arg));
}
double scale = 1.0 / nBluesteinl;
bk2l.setDouble(0, bk1l.getDouble(0) * scale);
bk2l.setDouble(1, bk1l.getDouble(1) * scale);
for (int i = 2; i < 2 * nl; i += 2) {
bk2l.setDouble(i, bk1l.getDouble(i) * scale);
bk2l.setDouble(i + 1, bk1l.getDouble(i + 1) * scale);
bk2l.setDouble(2 * nBluesteinl - i, bk2l.getDouble(i));
bk2l.setDouble(2 * nBluesteinl - i + 1, bk2l.getDouble(i + 1));
}
CommonUtils.cftbsub(2 * nBluesteinl, bk2l, 0, ipl, nwl, wl);
}
private void bluestein_complex(final double[] a, final int offa, final int isign)
{
final double[] ak = new double[2 * nBluestein];
int threads = ConcurrencyUtils.getNumberOfThreads();
if ((threads > 1) && (n >= CommonUtils.getThreadsBeginN_1D_FFT_2Threads())) {
int nthreads = 2;
if ((threads >= 4) && (n >= CommonUtils.getThreadsBeginN_1D_FFT_4Threads())) {
nthreads = 4;
}
Future[] futures = new Future[nthreads];
int k = n / nthreads;
for (int i = 0; i < nthreads; i++) {
final int firstIdx = i * k;
final int lastIdx = (i == (nthreads - 1)) ? n : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
if (isign > 0) {
for (int i = firstIdx; i < lastIdx; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + idx1;
int idx4 = offa + idx2;
ak[idx1] = a[idx3] * bk1[idx1] - a[idx4] * bk1[idx2];
ak[idx2] = a[idx3] * bk1[idx2] + a[idx4] * bk1[idx1];
}
} else {
for (int i = firstIdx; i < lastIdx; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + idx1;
int idx4 = offa + idx2;
ak[idx1] = a[idx3] * bk1[idx1] + a[idx4] * bk1[idx2];
ak[idx2] = -a[idx3] * bk1[idx2] + a[idx4] * bk1[idx1];
}
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
CommonUtils.cftbsub(2 * nBluestein, ak, 0, ip, nw, w);
k = nBluestein / nthreads;
for (int i = 0; i < nthreads; i++) {
final int firstIdx = i * k;
final int lastIdx = (i == (nthreads - 1)) ? nBluestein : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
if (isign > 0) {
for (int i = firstIdx; i < lastIdx; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
double im = -ak[idx1] * bk2[idx2] + ak[idx2] * bk2[idx1];
ak[idx1] = ak[idx1] * bk2[idx1] + ak[idx2] * bk2[idx2];
ak[idx2] = im;
}
} else {
for (int i = firstIdx; i < lastIdx; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
double im = ak[idx1] * bk2[idx2] + ak[idx2] * bk2[idx1];
ak[idx1] = ak[idx1] * bk2[idx1] - ak[idx2] * bk2[idx2];
ak[idx2] = im;
}
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
CommonUtils.cftfsub(2 * nBluestein, ak, 0, ip, nw, w);
k = n / nthreads;
for (int i = 0; i < nthreads; i++) {
final int firstIdx = i * k;
final int lastIdx = (i == (nthreads - 1)) ? n : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
if (isign > 0) {
for (int i = firstIdx; i < lastIdx; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + idx1;
int idx4 = offa + idx2;
a[idx3] = bk1[idx1] * ak[idx1] - bk1[idx2] * ak[idx2];
a[idx4] = bk1[idx2] * ak[idx1] + bk1[idx1] * ak[idx2];
}
} else {
for (int i = firstIdx; i < lastIdx; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + idx1;
int idx4 = offa + idx2;
a[idx3] = bk1[idx1] * ak[idx1] + bk1[idx2] * ak[idx2];
a[idx4] = -bk1[idx2] * ak[idx1] + bk1[idx1] * ak[idx2];
}
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
} else {
if (isign > 0) {
for (int i = 0; i < n; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + idx1;
int idx4 = offa + idx2;
ak[idx1] = a[idx3] * bk1[idx1] - a[idx4] * bk1[idx2];
ak[idx2] = a[idx3] * bk1[idx2] + a[idx4] * bk1[idx1];
}
} else {
for (int i = 0; i < n; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + idx1;
int idx4 = offa + idx2;
ak[idx1] = a[idx3] * bk1[idx1] + a[idx4] * bk1[idx2];
ak[idx2] = -a[idx3] * bk1[idx2] + a[idx4] * bk1[idx1];
}
}
CommonUtils.cftbsub(2 * nBluestein, ak, 0, ip, nw, w);
if (isign > 0) {
for (int i = 0; i < nBluestein; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
double im = -ak[idx1] * bk2[idx2] + ak[idx2] * bk2[idx1];
ak[idx1] = ak[idx1] * bk2[idx1] + ak[idx2] * bk2[idx2];
ak[idx2] = im;
}
} else {
for (int i = 0; i < nBluestein; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
double im = ak[idx1] * bk2[idx2] + ak[idx2] * bk2[idx1];
ak[idx1] = ak[idx1] * bk2[idx1] - ak[idx2] * bk2[idx2];
ak[idx2] = im;
}
}
CommonUtils.cftfsub(2 * nBluestein, ak, 0, ip, nw, w);
if (isign > 0) {
for (int i = 0; i < n; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + idx1;
int idx4 = offa + idx2;
a[idx3] = bk1[idx1] * ak[idx1] - bk1[idx2] * ak[idx2];
a[idx4] = bk1[idx2] * ak[idx1] + bk1[idx1] * ak[idx2];
}
} else {
for (int i = 0; i < n; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + idx1;
int idx4 = offa + idx2;
a[idx3] = bk1[idx1] * ak[idx1] + bk1[idx2] * ak[idx2];
a[idx4] = -bk1[idx2] * ak[idx1] + bk1[idx1] * ak[idx2];
}
}
}
}
private void bluestein_complex(final DoubleLargeArray a, final long offa, final int isign)
{
final DoubleLargeArray ak = new DoubleLargeArray(2 * nBluesteinl);
int threads = ConcurrencyUtils.getNumberOfThreads();
if ((threads > 1) && (nl > CommonUtils.getThreadsBeginN_1D_FFT_2Threads())) {
int nthreads = 2;
if ((threads >= 4) && (nl > CommonUtils.getThreadsBeginN_1D_FFT_4Threads())) {
nthreads = 4;
}
Future[] futures = new Future[nthreads];
long k = nl / nthreads;
for (int i = 0; i < nthreads; i++) {
final long firstIdx = i * k;
final long lastIdx = (i == (nthreads - 1)) ? nl : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
if (isign > 0) {
for (long i = firstIdx; i < lastIdx; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + idx1;
long idx4 = offa + idx2;
ak.setDouble(idx1, a.getDouble(idx3) * bk1l.getDouble(idx1) - a.getDouble(idx4) * bk1l.getDouble(idx2));
ak.setDouble(idx2, a.getDouble(idx3) * bk1l.getDouble(idx2) + a.getDouble(idx4) * bk1l.getDouble(idx1));
}
} else {
for (long i = firstIdx; i < lastIdx; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + idx1;
long idx4 = offa + idx2;
ak.setDouble(idx1, a.getDouble(idx3) * bk1l.getDouble(idx1) + a.getDouble(idx4) * bk1l.getDouble(idx2));
ak.setDouble(idx2, -a.getDouble(idx3) * bk1l.getDouble(idx2) + a.getDouble(idx4) * bk1l.getDouble(idx1));
}
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
CommonUtils.cftbsub(2 * nBluesteinl, ak, 0, ipl, nwl, wl);
k = nBluesteinl / nthreads;
for (int i = 0; i < nthreads; i++) {
final long firstIdx = i * k;
final long lastIdx = (i == (nthreads - 1)) ? nBluesteinl : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
if (isign > 0) {
for (long i = firstIdx; i < lastIdx; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
double im = -ak.getDouble(idx1) * bk2l.getDouble(idx2) + ak.getDouble(idx2) * bk2l.getDouble(idx1);
ak.setDouble(idx1, ak.getDouble(idx1) * bk2l.getDouble(idx1) + ak.getDouble(idx2) * bk2l.getDouble(idx2));
ak.setDouble(idx2, im);
}
} else {
for (long i = firstIdx; i < lastIdx; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
double im = ak.getDouble(idx1) * bk2l.getDouble(idx2) + ak.getDouble(idx2) * bk2l.getDouble(idx1);
ak.setDouble(idx1, ak.getDouble(idx1) * bk2l.getDouble(idx1) - ak.getDouble(idx2) * bk2l.getDouble(idx2));
ak.setDouble(idx2, im);
}
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
CommonUtils.cftfsub(2 * nBluesteinl, ak, 0, ipl, nwl, wl);
k = nl / nthreads;
for (int i = 0; i < nthreads; i++) {
final long firstIdx = i * k;
final long lastIdx = (i == (nthreads - 1)) ? nl : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
if (isign > 0) {
for (long i = firstIdx; i < lastIdx; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + idx1;
long idx4 = offa + idx2;
a.setDouble(idx3, bk1l.getDouble(idx1) * ak.getDouble(idx1) - bk1l.getDouble(idx2) * ak.getDouble(idx2));
a.setDouble(idx4, bk1l.getDouble(idx2) * ak.getDouble(idx1) + bk1l.getDouble(idx1) * ak.getDouble(idx2));
}
} else {
for (long i = firstIdx; i < lastIdx; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + idx1;
long idx4 = offa + idx2;
a.setDouble(idx3, bk1l.getDouble(idx1) * ak.getDouble(idx1) + bk1l.getDouble(idx2) * ak.getDouble(idx2));
a.setDouble(idx4, -bk1l.getDouble(idx2) * ak.getDouble(idx1) + bk1l.getDouble(idx1) * ak.getDouble(idx2));
}
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
} else {
if (isign > 0) {
for (long i = 0; i < nl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + idx1;
long idx4 = offa + idx2;
ak.setDouble(idx1, a.getDouble(idx3) * bk1l.getDouble(idx1) - a.getDouble(idx4) * bk1l.getDouble(idx2));
ak.setDouble(idx2, a.getDouble(idx3) * bk1l.getDouble(idx2) + a.getDouble(idx4) * bk1l.getDouble(idx1));
}
} else {
for (long i = 0; i < nl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + idx1;
long idx4 = offa + idx2;
ak.setDouble(idx1, a.getDouble(idx3) * bk1l.getDouble(idx1) + a.getDouble(idx4) * bk1l.getDouble(idx2));
ak.setDouble(idx2, -a.getDouble(idx3) * bk1l.getDouble(idx2) + a.getDouble(idx4) * bk1l.getDouble(idx1));
}
}
CommonUtils.cftbsub(2 * nBluesteinl, ak, 0, ipl, nwl, wl);
if (isign > 0) {
for (long i = 0; i < nBluesteinl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
double im = -ak.getDouble(idx1) * bk2l.getDouble(idx2) + ak.getDouble(idx2) * bk2l.getDouble(idx1);
ak.setDouble(idx1, ak.getDouble(idx1) * bk2l.getDouble(idx1) + ak.getDouble(idx2) * bk2l.getDouble(idx2));
ak.setDouble(idx2, im);
}
} else {
for (long i = 0; i < nBluesteinl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
double im = ak.getDouble(idx1) * bk2l.getDouble(idx2) + ak.getDouble(idx2) * bk2l.getDouble(idx1);
ak.setDouble(idx1, ak.getDouble(idx1) * bk2l.getDouble(idx1) - ak.getDouble(idx2) * bk2l.getDouble(idx2));
ak.setDouble(idx2, im);
}
}
CommonUtils.cftfsub(2 * nBluesteinl, ak, 0, ipl, nwl, wl);
if (isign > 0) {
for (long i = 0; i < nl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + idx1;
long idx4 = offa + idx2;
a.setDouble(idx3, bk1l.getDouble(idx1) * ak.getDouble(idx1) - bk1l.getDouble(idx2) * ak.getDouble(idx2));
a.setDouble(idx4, bk1l.getDouble(idx2) * ak.getDouble(idx1) + bk1l.getDouble(idx1) * ak.getDouble(idx2));
}
} else {
for (long i = 0; i < nl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + idx1;
long idx4 = offa + idx2;
a.setDouble(idx3, bk1l.getDouble(idx1) * ak.getDouble(idx1) + bk1l.getDouble(idx2) * ak.getDouble(idx2));
a.setDouble(idx4, -bk1l.getDouble(idx2) * ak.getDouble(idx1) + bk1l.getDouble(idx1) * ak.getDouble(idx2));
}
}
}
}
private void bluestein_real_full(final double[] a, final int offa, final int isign)
{
final double[] ak = new double[2 * nBluestein];
int threads = ConcurrencyUtils.getNumberOfThreads();
if ((threads > 1) && (n >= CommonUtils.getThreadsBeginN_1D_FFT_2Threads())) {
int nthreads = 2;
if ((threads >= 4) && (n >= CommonUtils.getThreadsBeginN_1D_FFT_4Threads())) {
nthreads = 4;
}
Future[] futures = new Future[nthreads];
int k = n / nthreads;
for (int i = 0; i < nthreads; i++) {
final int firstIdx = i * k;
final int lastIdx = (i == (nthreads - 1)) ? n : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
if (isign > 0) {
for (int i = firstIdx; i < lastIdx; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + i;
ak[idx1] = a[idx3] * bk1[idx1];
ak[idx2] = a[idx3] * bk1[idx2];
}
} else {
for (int i = firstIdx; i < lastIdx; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + i;
ak[idx1] = a[idx3] * bk1[idx1];
ak[idx2] = -a[idx3] * bk1[idx2];
}
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
CommonUtils.cftbsub(2 * nBluestein, ak, 0, ip, nw, w);
k = nBluestein / nthreads;
for (int i = 0; i < nthreads; i++) {
final int firstIdx = i * k;
final int lastIdx = (i == (nthreads - 1)) ? nBluestein : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
if (isign > 0) {
for (int i = firstIdx; i < lastIdx; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
double im = -ak[idx1] * bk2[idx2] + ak[idx2] * bk2[idx1];
ak[idx1] = ak[idx1] * bk2[idx1] + ak[idx2] * bk2[idx2];
ak[idx2] = im;
}
} else {
for (int i = firstIdx; i < lastIdx; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
double im = ak[idx1] * bk2[idx2] + ak[idx2] * bk2[idx1];
ak[idx1] = ak[idx1] * bk2[idx1] - ak[idx2] * bk2[idx2];
ak[idx2] = im;
}
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
CommonUtils.cftfsub(2 * nBluestein, ak, 0, ip, nw, w);
k = n / nthreads;
for (int i = 0; i < nthreads; i++) {
final int firstIdx = i * k;
final int lastIdx = (i == (nthreads - 1)) ? n : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
if (isign > 0) {
for (int i = firstIdx; i < lastIdx; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
a[offa + idx1] = bk1[idx1] * ak[idx1] - bk1[idx2] * ak[idx2];
a[offa + idx2] = bk1[idx2] * ak[idx1] + bk1[idx1] * ak[idx2];
}
} else {
for (int i = firstIdx; i < lastIdx; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
a[offa + idx1] = bk1[idx1] * ak[idx1] + bk1[idx2] * ak[idx2];
a[offa + idx2] = -bk1[idx2] * ak[idx1] + bk1[idx1] * ak[idx2];
}
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
} else {
if (isign > 0) {
for (int i = 0; i < n; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + i;
ak[idx1] = a[idx3] * bk1[idx1];
ak[idx2] = a[idx3] * bk1[idx2];
}
} else {
for (int i = 0; i < n; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + i;
ak[idx1] = a[idx3] * bk1[idx1];
ak[idx2] = -a[idx3] * bk1[idx2];
}
}
CommonUtils.cftbsub(2 * nBluestein, ak, 0, ip, nw, w);
if (isign > 0) {
for (int i = 0; i < nBluestein; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
double im = -ak[idx1] * bk2[idx2] + ak[idx2] * bk2[idx1];
ak[idx1] = ak[idx1] * bk2[idx1] + ak[idx2] * bk2[idx2];
ak[idx2] = im;
}
} else {
for (int i = 0; i < nBluestein; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
double im = ak[idx1] * bk2[idx2] + ak[idx2] * bk2[idx1];
ak[idx1] = ak[idx1] * bk2[idx1] - ak[idx2] * bk2[idx2];
ak[idx2] = im;
}
}
CommonUtils.cftfsub(2 * nBluestein, ak, 0, ip, nw, w);
if (isign > 0) {
for (int i = 0; i < n; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
a[offa + idx1] = bk1[idx1] * ak[idx1] - bk1[idx2] * ak[idx2];
a[offa + idx2] = bk1[idx2] * ak[idx1] + bk1[idx1] * ak[idx2];
}
} else {
for (int i = 0; i < n; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
a[offa + idx1] = bk1[idx1] * ak[idx1] + bk1[idx2] * ak[idx2];
a[offa + idx2] = -bk1[idx2] * ak[idx1] + bk1[idx1] * ak[idx2];
}
}
}
}
private void bluestein_real_full(final DoubleLargeArray a, final long offa, final long isign)
{
final DoubleLargeArray ak = new DoubleLargeArray(2 * nBluesteinl);
int threads = ConcurrencyUtils.getNumberOfThreads();
if ((threads > 1) && (nl > CommonUtils.getThreadsBeginN_1D_FFT_2Threads())) {
int nthreads = 2;
if ((threads >= 4) && (nl > CommonUtils.getThreadsBeginN_1D_FFT_4Threads())) {
nthreads = 4;
}
Future[] futures = new Future[nthreads];
long k = nl / nthreads;
for (int i = 0; i < nthreads; i++) {
final long firstIdx = i * k;
final long lastIdx = (i == (nthreads - 1)) ? nl : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
if (isign > 0) {
for (long i = firstIdx; i < lastIdx; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + i;
ak.setDouble(idx1, a.getDouble(idx3) * bk1l.getDouble(idx1));
ak.setDouble(idx2, a.getDouble(idx3) * bk1l.getDouble(idx2));
}
} else {
for (long i = firstIdx; i < lastIdx; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + i;
ak.setDouble(idx1, a.getDouble(idx3) * bk1l.getDouble(idx1));
ak.setDouble(idx2, -a.getDouble(idx3) * bk1l.getDouble(idx2));
}
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
CommonUtils.cftbsub(2 * nBluesteinl, ak, 0, ipl, nwl, wl);
k = nBluesteinl / nthreads;
for (int i = 0; i < nthreads; i++) {
final long firstIdx = i * k;
final long lastIdx = (i == (nthreads - 1)) ? nBluesteinl : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
if (isign > 0) {
for (long i = firstIdx; i < lastIdx; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
double im = -ak.getDouble(idx1) * bk2l.getDouble(idx2) + ak.getDouble(idx2) * bk2l.getDouble(idx1);
ak.setDouble(idx1, ak.getDouble(idx1) * bk2l.getDouble(idx1) + ak.getDouble(idx2) * bk2l.getDouble(idx2));
ak.setDouble(idx2, im);
}
} else {
for (long i = firstIdx; i < lastIdx; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
double im = ak.getDouble(idx1) * bk2l.getDouble(idx2) + ak.getDouble(idx2) * bk2l.getDouble(idx1);
ak.setDouble(idx1, ak.getDouble(idx1) * bk2l.getDouble(idx1) - ak.getDouble(idx2) * bk2l.getDouble(idx2));
ak.setDouble(idx2, im);
}
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
CommonUtils.cftfsub(2 * nBluesteinl, ak, 0, ipl, nwl, wl);
k = nl / nthreads;
for (int i = 0; i < nthreads; i++) {
final long firstIdx = i * k;
final long lastIdx = (i == (nthreads - 1)) ? nl : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
if (isign > 0) {
for (long i = firstIdx; i < lastIdx; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
a.setDouble(offa + idx1, bk1l.getDouble(idx1) * ak.getDouble(idx1) - bk1l.getDouble(idx2) * ak.getDouble(idx2));
a.setDouble(offa + idx2, bk1l.getDouble(idx2) * ak.getDouble(idx1) + bk1l.getDouble(idx1) * ak.getDouble(idx2));
}
} else {
for (long i = firstIdx; i < lastIdx; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
a.setDouble(offa + idx1, bk1l.getDouble(idx1) * ak.getDouble(idx1) + bk1l.getDouble(idx2) * ak.getDouble(idx2));
a.setDouble(offa + idx2, -bk1l.getDouble(idx2) * ak.getDouble(idx1) + bk1l.getDouble(idx1) * ak.getDouble(idx2));
}
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
} else {
if (isign > 0) {
for (long i = 0; i < nl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + i;
ak.setDouble(idx1, a.getDouble(idx3) * bk1l.getDouble(idx1));
ak.setDouble(idx2, a.getDouble(idx3) * bk1l.getDouble(idx2));
}
} else {
for (long i = 0; i < nl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + i;
ak.setDouble(idx1, a.getDouble(idx3) * bk1l.getDouble(idx1));
ak.setDouble(idx2, -a.getDouble(idx3) * bk1l.getDouble(idx2));
}
}
CommonUtils.cftbsub(2 * nBluesteinl, ak, 0, ipl, nwl, wl);
if (isign > 0) {
for (long i = 0; i < nBluesteinl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
double im = -ak.getDouble(idx1) * bk2l.getDouble(idx2) + ak.getDouble(idx2) * bk2l.getDouble(idx1);
ak.setDouble(idx1, ak.getDouble(idx1) * bk2l.getDouble(idx1) + ak.getDouble(idx2) * bk2l.getDouble(idx2));
ak.setDouble(idx2, im);
}
} else {
for (long i = 0; i < nBluesteinl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
double im = ak.getDouble(idx1) * bk2l.getDouble(idx2) + ak.getDouble(idx2) * bk2l.getDouble(idx1);
ak.setDouble(idx1, ak.getDouble(idx1) * bk2l.getDouble(idx1) - ak.getDouble(idx2) * bk2l.getDouble(idx2));
ak.setDouble(idx2, im);
}
}
CommonUtils.cftfsub(2 * nBluesteinl, ak, 0, ipl, nwl, wl);
if (isign > 0) {
for (long i = 0; i < nl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
a.setDouble(offa + idx1, bk1l.getDouble(idx1) * ak.getDouble(idx1) - bk1l.getDouble(idx2) * ak.getDouble(idx2));
a.setDouble(offa + idx2, bk1l.getDouble(idx2) * ak.getDouble(idx1) + bk1l.getDouble(idx1) * ak.getDouble(idx2));
}
} else {
for (long i = 0; i < nl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
a.setDouble(offa + idx1, bk1l.getDouble(idx1) * ak.getDouble(idx1) + bk1l.getDouble(idx2) * ak.getDouble(idx2));
a.setDouble(offa + idx2, -bk1l.getDouble(idx2) * ak.getDouble(idx1) + bk1l.getDouble(idx1) * ak.getDouble(idx2));
}
}
}
}
private void bluestein_real_forward(final double[] a, final int offa)
{
final double[] ak = new double[2 * nBluestein];
int threads = ConcurrencyUtils.getNumberOfThreads();
if ((threads > 1) && (n >= CommonUtils.getThreadsBeginN_1D_FFT_2Threads())) {
int nthreads = 2;
if ((threads >= 4) && (n >= CommonUtils.getThreadsBeginN_1D_FFT_4Threads())) {
nthreads = 4;
}
Future[] futures = new Future[nthreads];
int k = n / nthreads;
for (int i = 0; i < nthreads; i++) {
final int firstIdx = i * k;
final int lastIdx = (i == (nthreads - 1)) ? n : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
for (int i = firstIdx; i < lastIdx; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + i;
ak[idx1] = a[idx3] * bk1[idx1];
ak[idx2] = -a[idx3] * bk1[idx2];
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
CommonUtils.cftbsub(2 * nBluestein, ak, 0, ip, nw, w);
k = nBluestein / nthreads;
for (int i = 0; i < nthreads; i++) {
final int firstIdx = i * k;
final int lastIdx = (i == (nthreads - 1)) ? nBluestein : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
for (int i = firstIdx; i < lastIdx; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
double im = ak[idx1] * bk2[idx2] + ak[idx2] * bk2[idx1];
ak[idx1] = ak[idx1] * bk2[idx1] - ak[idx2] * bk2[idx2];
ak[idx2] = im;
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
} else {
for (int i = 0; i < n; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + i;
ak[idx1] = a[idx3] * bk1[idx1];
ak[idx2] = -a[idx3] * bk1[idx2];
}
CommonUtils.cftbsub(2 * nBluestein, ak, 0, ip, nw, w);
for (int i = 0; i < nBluestein; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
double im = ak[idx1] * bk2[idx2] + ak[idx2] * bk2[idx1];
ak[idx1] = ak[idx1] * bk2[idx1] - ak[idx2] * bk2[idx2];
ak[idx2] = im;
}
}
CommonUtils.cftfsub(2 * nBluestein, ak, 0, ip, nw, w);
if (n % 2 == 0) {
a[offa] = bk1[0] * ak[0] + bk1[1] * ak[1];
a[offa + 1] = bk1[n] * ak[n] + bk1[n + 1] * ak[n + 1];
for (int i = 1; i < n / 2; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
a[offa + idx1] = bk1[idx1] * ak[idx1] + bk1[idx2] * ak[idx2];
a[offa + idx2] = -bk1[idx2] * ak[idx1] + bk1[idx1] * ak[idx2];
}
} else {
a[offa] = bk1[0] * ak[0] + bk1[1] * ak[1];
a[offa + 1] = -bk1[n] * ak[n - 1] + bk1[n - 1] * ak[n];
for (int i = 1; i < (n - 1) / 2; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
a[offa + idx1] = bk1[idx1] * ak[idx1] + bk1[idx2] * ak[idx2];
a[offa + idx2] = -bk1[idx2] * ak[idx1] + bk1[idx1] * ak[idx2];
}
a[offa + n - 1] = bk1[n - 1] * ak[n - 1] + bk1[n] * ak[n];
}
}
private void bluestein_real_forward(final DoubleLargeArray a, final long offa)
{
final DoubleLargeArray ak = new DoubleLargeArray(2 * nBluesteinl);
int threads = ConcurrencyUtils.getNumberOfThreads();
if ((threads > 1) && (nl > CommonUtils.getThreadsBeginN_1D_FFT_2Threads())) {
int nthreads = 2;
if ((threads >= 4) && (nl > CommonUtils.getThreadsBeginN_1D_FFT_4Threads())) {
nthreads = 4;
}
Future[] futures = new Future[nthreads];
long k = nl / nthreads;
for (int i = 0; i < nthreads; i++) {
final long firstIdx = i * k;
final long lastIdx = (i == (nthreads - 1)) ? nl : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
for (long i = firstIdx; i < lastIdx; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + i;
ak.setDouble(idx1, a.getDouble(idx3) * bk1l.getDouble(idx1));
ak.setDouble(idx2, -a.getDouble(idx3) * bk1l.getDouble(idx2));
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
CommonUtils.cftbsub(2 * nBluesteinl, ak, 0, ipl, nwl, wl);
k = nBluesteinl / nthreads;
for (int i = 0; i < nthreads; i++) {
final long firstIdx = i * k;
final long lastIdx = (i == (nthreads - 1)) ? nBluesteinl : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
for (long i = firstIdx; i < lastIdx; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
double im = ak.getDouble(idx1) * bk2l.getDouble(idx2) + ak.getDouble(idx2) * bk2l.getDouble(idx1);
ak.setDouble(idx1, ak.getDouble(idx1) * bk2l.getDouble(idx1) - ak.getDouble(idx2) * bk2l.getDouble(idx2));
ak.setDouble(idx2, im);
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
} else {
for (long i = 0; i < nl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + i;
ak.setDouble(idx1, a.getDouble(idx3) * bk1l.getDouble(idx1));
ak.setDouble(idx2, -a.getDouble(idx3) * bk1l.getDouble(idx2));
}
CommonUtils.cftbsub(2 * nBluesteinl, ak, 0, ipl, nwl, wl);
for (long i = 0; i < nBluesteinl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
double im = ak.getDouble(idx1) * bk2l.getDouble(idx2) + ak.getDouble(idx2) * bk2l.getDouble(idx1);
ak.setDouble(idx1, ak.getDouble(idx1) * bk2l.getDouble(idx1) - ak.getDouble(idx2) * bk2l.getDouble(idx2));
ak.setDouble(idx2, im);
}
}
CommonUtils.cftfsub(2 * nBluesteinl, ak, 0, ipl, nwl, wl);
if (nl % 2 == 0) {
a.setDouble(offa, bk1l.getDouble(0) * ak.getDouble(0) + bk1l.getDouble(1) * ak.getDouble(1));
a.setDouble(offa + 1, bk1l.getDouble(nl) * ak.getDouble(nl) + bk1l.getDouble(nl + 1) * ak.getDouble(nl + 1));
for (long i = 1; i < nl / 2; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
a.setDouble(offa + idx1, bk1l.getDouble(idx1) * ak.getDouble(idx1) + bk1l.getDouble(idx2) * ak.getDouble(idx2));
a.setDouble(offa + idx2, -bk1l.getDouble(idx2) * ak.getDouble(idx1) + bk1l.getDouble(idx1) * ak.getDouble(idx2));
}
} else {
a.setDouble(offa, bk1l.getDouble(0) * ak.getDouble(0) + bk1l.getDouble(1) * ak.getDouble(1));
a.setDouble(offa + 1, -bk1l.getDouble(nl) * ak.getDouble(nl - 1) + bk1l.getDouble(nl - 1) * ak.getDouble(nl));
for (long i = 1; i < (nl - 1) / 2; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
a.setDouble(offa + idx1, bk1l.getDouble(idx1) * ak.getDouble(idx1) + bk1l.getDouble(idx2) * ak.getDouble(idx2));
a.setDouble(offa + idx2, -bk1l.getDouble(idx2) * ak.getDouble(idx1) + bk1l.getDouble(idx1) * ak.getDouble(idx2));
}
a.setDouble(offa + nl - 1, bk1l.getDouble(nl - 1) * ak.getDouble(nl - 1) + bk1l.getDouble(nl) * ak.getDouble(nl));
}
}
private void bluestein_real_inverse(final double[] a, final int offa)
{
final double[] ak = new double[2 * nBluestein];
if (n % 2 == 0) {
ak[0] = a[offa] * bk1[0];
ak[1] = a[offa] * bk1[1];
for (int i = 1; i < n / 2; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + idx1;
int idx4 = offa + idx2;
ak[idx1] = a[idx3] * bk1[idx1] - a[idx4] * bk1[idx2];
ak[idx2] = a[idx3] * bk1[idx2] + a[idx4] * bk1[idx1];
}
ak[n] = a[offa + 1] * bk1[n];
ak[n + 1] = a[offa + 1] * bk1[n + 1];
for (int i = n / 2 + 1; i < n; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + 2 * n - idx1;
int idx4 = idx3 + 1;
ak[idx1] = a[idx3] * bk1[idx1] + a[idx4] * bk1[idx2];
ak[idx2] = a[idx3] * bk1[idx2] - a[idx4] * bk1[idx1];
}
} else {
ak[0] = a[offa] * bk1[0];
ak[1] = a[offa] * bk1[1];
for (int i = 1; i < (n - 1) / 2; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + idx1;
int idx4 = offa + idx2;
ak[idx1] = a[idx3] * bk1[idx1] - a[idx4] * bk1[idx2];
ak[idx2] = a[idx3] * bk1[idx2] + a[idx4] * bk1[idx1];
}
ak[n - 1] = a[offa + n - 1] * bk1[n - 1] - a[offa + 1] * bk1[n];
ak[n] = a[offa + n - 1] * bk1[n] + a[offa + 1] * bk1[n - 1];
ak[n + 1] = a[offa + n - 1] * bk1[n + 1] + a[offa + 1] * bk1[n + 2];
ak[n + 2] = a[offa + n - 1] * bk1[n + 2] - a[offa + 1] * bk1[n + 1];
for (int i = (n - 1) / 2 + 2; i < n; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + 2 * n - idx1;
int idx4 = idx3 + 1;
ak[idx1] = a[idx3] * bk1[idx1] + a[idx4] * bk1[idx2];
ak[idx2] = a[idx3] * bk1[idx2] - a[idx4] * bk1[idx1];
}
}
CommonUtils.cftbsub(2 * nBluestein, ak, 0, ip, nw, w);
int threads = ConcurrencyUtils.getNumberOfThreads();
if ((threads > 1) && (n >= CommonUtils.getThreadsBeginN_1D_FFT_2Threads())) {
int nthreads = 2;
if ((threads >= 4) && (n >= CommonUtils.getThreadsBeginN_1D_FFT_4Threads())) {
nthreads = 4;
}
Future[] futures = new Future[nthreads];
int k = nBluestein / nthreads;
for (int i = 0; i < nthreads; i++) {
final int firstIdx = i * k;
final int lastIdx = (i == (nthreads - 1)) ? nBluestein : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
for (int i = firstIdx; i < lastIdx; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
double im = -ak[idx1] * bk2[idx2] + ak[idx2] * bk2[idx1];
ak[idx1] = ak[idx1] * bk2[idx1] + ak[idx2] * bk2[idx2];
ak[idx2] = im;
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
CommonUtils.cftfsub(2 * nBluestein, ak, 0, ip, nw, w);
k = n / nthreads;
for (int i = 0; i < nthreads; i++) {
final int firstIdx = i * k;
final int lastIdx = (i == (nthreads - 1)) ? n : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
for (int i = firstIdx; i < lastIdx; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
a[offa + i] = bk1[idx1] * ak[idx1] - bk1[idx2] * ak[idx2];
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
} else {
for (int i = 0; i < nBluestein; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
double im = -ak[idx1] * bk2[idx2] + ak[idx2] * bk2[idx1];
ak[idx1] = ak[idx1] * bk2[idx1] + ak[idx2] * bk2[idx2];
ak[idx2] = im;
}
CommonUtils.cftfsub(2 * nBluestein, ak, 0, ip, nw, w);
for (int i = 0; i < n; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
a[offa + i] = bk1[idx1] * ak[idx1] - bk1[idx2] * ak[idx2];
}
}
}
private void bluestein_real_inverse(final DoubleLargeArray a, final long offa)
{
final DoubleLargeArray ak = new DoubleLargeArray(2 * nBluesteinl);
if (nl % 2 == 0) {
ak.setDouble(0, a.getDouble(offa) * bk1l.getDouble(0));
ak.setDouble(1, a.getDouble(offa) * bk1l.getDouble(1));
for (long i = 1; i < nl / 2; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + idx1;
long idx4 = offa + idx2;
ak.setDouble(idx1, a.getDouble(idx3) * bk1l.getDouble(idx1) - a.getDouble(idx4) * bk1l.getDouble(idx2));
ak.setDouble(idx2, a.getDouble(idx3) * bk1l.getDouble(idx2) + a.getDouble(idx4) * bk1l.getDouble(idx1));
}
ak.setDouble(nl, a.getDouble(offa + 1) * bk1l.getDouble(nl));
ak.setDouble(nl + 1, a.getDouble(offa + 1) * bk1l.getDouble(nl + 1));
for (long i = nl / 2 + 1; i < nl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + 2 * nl - idx1;
long idx4 = idx3 + 1;
ak.setDouble(idx1, a.getDouble(idx3) * bk1l.getDouble(idx1) + a.getDouble(idx4) * bk1l.getDouble(idx2));
ak.setDouble(idx2, a.getDouble(idx3) * bk1l.getDouble(idx2) - a.getDouble(idx4) * bk1l.getDouble(idx1));
}
} else {
ak.setDouble(0, a.getDouble(offa) * bk1l.getDouble(0));
ak.setDouble(1, a.getDouble(offa) * bk1l.getDouble(1));
for (long i = 1; i < (nl - 1) / 2; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + idx1;
long idx4 = offa + idx2;
ak.setDouble(idx1, a.getDouble(idx3) * bk1l.getDouble(idx1) - a.getDouble(idx4) * bk1l.getDouble(idx2));
ak.setDouble(idx2, a.getDouble(idx3) * bk1l.getDouble(idx2) + a.getDouble(idx4) * bk1l.getDouble(idx1));
}
ak.setDouble(nl - 1, a.getDouble(offa + nl - 1) * bk1l.getDouble(nl - 1) - a.getDouble(offa + 1) * bk1l.getDouble(nl));
ak.setDouble(nl, a.getDouble(offa + nl - 1) * bk1l.getDouble(nl) + a.getDouble(offa + 1) * bk1l.getDouble(nl - 1));
ak.setDouble(nl + 1, a.getDouble(offa + nl - 1) * bk1l.getDouble(nl + 1) + a.getDouble(offa + 1) * bk1l.getDouble(nl + 2));
ak.setDouble(nl + 2, a.getDouble(offa + nl - 1) * bk1l.getDouble(nl + 2) - a.getDouble(offa + 1) * bk1l.getDouble(nl + 1));
for (long i = (nl - 1) / 2 + 2; i < nl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + 2 * nl - idx1;
long idx4 = idx3 + 1;
ak.setDouble(idx1, a.getDouble(idx3) * bk1l.getDouble(idx1) + a.getDouble(idx4) * bk1l.getDouble(idx2));
ak.setDouble(idx2, a.getDouble(idx3) * bk1l.getDouble(idx2) - a.getDouble(idx4) * bk1l.getDouble(idx1));
}
}
CommonUtils.cftbsub(2 * nBluesteinl, ak, 0, ipl, nwl, wl);
int threads = ConcurrencyUtils.getNumberOfThreads();
if ((threads > 1) && (nl > CommonUtils.getThreadsBeginN_1D_FFT_2Threads())) {
int nthreads = 2;
if ((threads >= 4) && (nl > CommonUtils.getThreadsBeginN_1D_FFT_4Threads())) {
nthreads = 4;
}
Future[] futures = new Future[nthreads];
long k = nBluesteinl / nthreads;
for (int i = 0; i < nthreads; i++) {
final long firstIdx = i * k;
final long lastIdx = (i == (nthreads - 1)) ? nBluesteinl : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
for (long i = firstIdx; i < lastIdx; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
double im = -ak.getDouble(idx1) * bk2l.getDouble(idx2) + ak.getDouble(idx2) * bk2l.getDouble(idx1);
ak.setDouble(idx1, ak.getDouble(idx1) * bk2l.getDouble(idx1) + ak.getDouble(idx2) * bk2l.getDouble(idx2));
ak.setDouble(idx2, im);
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
CommonUtils.cftfsub(2 * nBluesteinl, ak, 0, ipl, nwl, wl);
k = nl / nthreads;
for (int i = 0; i < nthreads; i++) {
final long firstIdx = i * k;
final long lastIdx = (i == (nthreads - 1)) ? nl : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
for (long i = firstIdx; i < lastIdx; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
a.setDouble(offa + i, bk1l.getDouble(idx1) * ak.getDouble(idx1) - bk1l.getDouble(idx2) * ak.getDouble(idx2));
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
} else {
for (long i = 0; i < nBluesteinl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
double im = -ak.getDouble(idx1) * bk2l.getDouble(idx2) + ak.getDouble(idx2) * bk2l.getDouble(idx1);
ak.setDouble(idx1, ak.getDouble(idx1) * bk2l.getDouble(idx1) + ak.getDouble(idx2) * bk2l.getDouble(idx2));
ak.setDouble(idx2, im);
}
CommonUtils.cftfsub(2 * nBluesteinl, ak, 0, ipl, nwl, wl);
for (long i = 0; i < nl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
a.setDouble(offa + i, bk1l.getDouble(idx1) * ak.getDouble(idx1) - bk1l.getDouble(idx2) * ak.getDouble(idx2));
}
}
}
private void bluestein_real_inverse2(final double[] a, final int offa)
{
final double[] ak = new double[2 * nBluestein];
int threads = ConcurrencyUtils.getNumberOfThreads();
if ((threads > 1) && (n >= CommonUtils.getThreadsBeginN_1D_FFT_2Threads())) {
int nthreads = 2;
if ((threads >= 4) && (n >= CommonUtils.getThreadsBeginN_1D_FFT_4Threads())) {
nthreads = 4;
}
Future[] futures = new Future[nthreads];
int k = n / nthreads;
for (int i = 0; i < nthreads; i++) {
final int firstIdx = i * k;
final int lastIdx = (i == (nthreads - 1)) ? n : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
for (int i = firstIdx; i < lastIdx; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + i;
ak[idx1] = a[idx3] * bk1[idx1];
ak[idx2] = a[idx3] * bk1[idx2];
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
CommonUtils.cftbsub(2 * nBluestein, ak, 0, ip, nw, w);
k = nBluestein / nthreads;
for (int i = 0; i < nthreads; i++) {
final int firstIdx = i * k;
final int lastIdx = (i == (nthreads - 1)) ? nBluestein : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
for (int i = firstIdx; i < lastIdx; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
double im = -ak[idx1] * bk2[idx2] + ak[idx2] * bk2[idx1];
ak[idx1] = ak[idx1] * bk2[idx1] + ak[idx2] * bk2[idx2];
ak[idx2] = im;
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
} else {
for (int i = 0; i < n; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
int idx3 = offa + i;
ak[idx1] = a[idx3] * bk1[idx1];
ak[idx2] = a[idx3] * bk1[idx2];
}
CommonUtils.cftbsub(2 * nBluestein, ak, 0, ip, nw, w);
for (int i = 0; i < nBluestein; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
double im = -ak[idx1] * bk2[idx2] + ak[idx2] * bk2[idx1];
ak[idx1] = ak[idx1] * bk2[idx1] + ak[idx2] * bk2[idx2];
ak[idx2] = im;
}
}
CommonUtils.cftfsub(2 * nBluestein, ak, 0, ip, nw, w);
if (n % 2 == 0) {
a[offa] = bk1[0] * ak[0] - bk1[1] * ak[1];
a[offa + 1] = bk1[n] * ak[n] - bk1[n + 1] * ak[n + 1];
for (int i = 1; i < n / 2; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
a[offa + idx1] = bk1[idx1] * ak[idx1] - bk1[idx2] * ak[idx2];
a[offa + idx2] = bk1[idx2] * ak[idx1] + bk1[idx1] * ak[idx2];
}
} else {
a[offa] = bk1[0] * ak[0] - bk1[1] * ak[1];
a[offa + 1] = bk1[n] * ak[n - 1] + bk1[n - 1] * ak[n];
for (int i = 1; i < (n - 1) / 2; i++) {
int idx1 = 2 * i;
int idx2 = idx1 + 1;
a[offa + idx1] = bk1[idx1] * ak[idx1] - bk1[idx2] * ak[idx2];
a[offa + idx2] = bk1[idx2] * ak[idx1] + bk1[idx1] * ak[idx2];
}
a[offa + n - 1] = bk1[n - 1] * ak[n - 1] - bk1[n] * ak[n];
}
}
private void bluestein_real_inverse2(final DoubleLargeArray a, final long offa)
{
final DoubleLargeArray ak = new DoubleLargeArray(2 * nBluesteinl);
int threads = ConcurrencyUtils.getNumberOfThreads();
if ((threads > 1) && (nl > CommonUtils.getThreadsBeginN_1D_FFT_2Threads())) {
int nthreads = 2;
if ((threads >= 4) && (nl > CommonUtils.getThreadsBeginN_1D_FFT_4Threads())) {
nthreads = 4;
}
Future[] futures = new Future[nthreads];
long k = nl / nthreads;
for (int i = 0; i < nthreads; i++) {
final long firstIdx = i * k;
final long lastIdx = (i == (nthreads - 1)) ? nl : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
for (long i = firstIdx; i < lastIdx; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + i;
ak.setDouble(idx1, a.getDouble(idx3) * bk1l.getDouble(idx1));
ak.setDouble(idx2, a.getDouble(idx3) * bk1l.getDouble(idx2));
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
CommonUtils.cftbsub(2 * nBluesteinl, ak, 0, ipl, nwl, wl);
k = nBluesteinl / nthreads;
for (int i = 0; i < nthreads; i++) {
final long firstIdx = i * k;
final long lastIdx = (i == (nthreads - 1)) ? nBluesteinl : firstIdx + k;
futures[i] = ConcurrencyUtils.submit(new Runnable()
{
public void run()
{
for (long i = firstIdx; i < lastIdx; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
double im = -ak.getDouble(idx1) * bk2l.getDouble(idx2) + ak.getDouble(idx2) * bk2l.getDouble(idx1);
ak.setDouble(idx1, ak.getDouble(idx1) * bk2l.getDouble(idx1) + ak.getDouble(idx2) * bk2l.getDouble(idx2));
ak.setDouble(idx2, im);
}
}
});
}
try {
ConcurrencyUtils.waitForCompletion(futures);
} catch (InterruptedException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
} catch (ExecutionException ex) {
Logger.getLogger(DoubleFFT_1D.class.getName()).log(Level.SEVERE, null, ex);
}
} else {
for (long i = 0; i < nl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
long idx3 = offa + i;
ak.setDouble(idx1, a.getDouble(idx3) * bk1l.getDouble(idx1));
ak.setDouble(idx2, a.getDouble(idx3) * bk1l.getDouble(idx2));
}
CommonUtils.cftbsub(2 * nBluesteinl, ak, 0, ipl, nwl, wl);
for (long i = 0; i < nBluesteinl; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
double im = -ak.getDouble(idx1) * bk2l.getDouble(idx2) + ak.getDouble(idx2) * bk2l.getDouble(idx1);
ak.setDouble(idx1, ak.getDouble(idx1) * bk2l.getDouble(idx1) + ak.getDouble(idx2) * bk2l.getDouble(idx2));
ak.setDouble(idx2, im);
}
}
CommonUtils.cftfsub(2 * nBluesteinl, ak, 0, ipl, nwl, wl);
if (nl % 2 == 0) {
a.setDouble(offa, bk1l.getDouble(0) * ak.getDouble(0) - bk1l.getDouble(1) * ak.getDouble(1));
a.setDouble(offa + 1, bk1l.getDouble(nl) * ak.getDouble(nl) - bk1l.getDouble(nl + 1) * ak.getDouble(nl + 1));
for (long i = 1; i < nl / 2; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
a.setDouble(offa + idx1, bk1l.getDouble(idx1) * ak.getDouble(idx1) - bk1l.getDouble(idx2) * ak.getDouble(idx2));
a.setDouble(offa + idx2, bk1l.getDouble(idx2) * ak.getDouble(idx1) + bk1l.getDouble(idx1) * ak.getDouble(idx2));
}
} else {
a.setDouble(offa, bk1l.getDouble(0) * ak.getDouble(0) - bk1l.getDouble(1) * ak.getDouble(1));
a.setDouble(offa + 1, bk1l.getDouble(nl) * ak.getDouble(nl - 1) + bk1l.getDouble(nl - 1) * ak.getDouble(nl));
for (long i = 1; i < (nl - 1) / 2; i++) {
long idx1 = 2 * i;
long idx2 = idx1 + 1;
a.setDouble(offa + idx1, bk1l.getDouble(idx1) * ak.getDouble(idx1) - bk1l.getDouble(idx2) * ak.getDouble(idx2));
a.setDouble(offa + idx2, bk1l.getDouble(idx2) * ak.getDouble(idx1) + bk1l.getDouble(idx1) * ak.getDouble(idx2));
}
a.setDouble(offa + nl - 1, bk1l.getDouble(nl - 1) * ak.getDouble(nl - 1) - bk1l.getDouble(nl) * ak.getDouble(nl));
}
}
/*---------------------------------------------------------
rfftf1: further processing of Real forward FFT
--------------------------------------------------------*/
void rfftf(final double a[], final int offa)
{
if (n == 1) {
return;
}
int l1, l2, na, kh, nf, ipll, iw, ido, idl1;
final double[] ch = new double[n];
final int twon = 2 * n;
nf = (int) wtable_r[1 + twon];
na = 1;
l2 = n;
iw = twon - 1;
for (int k1 = 1; k1 <= nf; ++k1) {
kh = nf - k1;
ipll = (int) wtable_r[kh + 2 + twon];
l1 = l2 / ipll;
ido = n / l2;
idl1 = ido * l1;
iw -= (ipll - 1) * ido;
na = 1 - na;
switch (ipll) {
case 2:
if (na == 0) {
radf2(ido, l1, a, offa, ch, 0, iw);
} else {
radf2(ido, l1, ch, 0, a, offa, iw);
}
break;
case 3:
if (na == 0) {
radf3(ido, l1, a, offa, ch, 0, iw);
} else {
radf3(ido, l1, ch, 0, a, offa, iw);
}
break;
case 4:
if (na == 0) {
radf4(ido, l1, a, offa, ch, 0, iw);
} else {
radf4(ido, l1, ch, 0, a, offa, iw);
}
break;
case 5:
if (na == 0) {
radf5(ido, l1, a, offa, ch, 0, iw);
} else {
radf5(ido, l1, ch, 0, a, offa, iw);
}
break;
default:
if (ido == 1) {
na = 1 - na;
}
if (na == 0) {
radfg(ido, ipll, l1, idl1, a, offa, ch, 0, iw);
na = 1;
} else {
radfg(ido, ipll, l1, idl1, ch, 0, a, offa, iw);
na = 0;
}
break;
}
l2 = l1;
}
if (na == 1) {
return;
}
System.arraycopy(ch, 0, a, offa, n);
}
/*---------------------------------------------------------
rfftf1: further processing of Real forward FFT
--------------------------------------------------------*/
void rfftf(final DoubleLargeArray a, final long offa)
{
if (nl == 1) {
return;
}
long l1, l2, na, kh, nf, iw, ido, idl1;
int ipll;
final DoubleLargeArray ch = new DoubleLargeArray(nl);
final long twon = 2 * nl;
nf = (long) wtable_rl.getDouble(1 + twon);
na = 1;
l2 = nl;
iw = twon - 1;
for (long k1 = 1; k1 <= nf; ++k1) {
kh = nf - k1;
ipll = (int) wtable_rl.getDouble(kh + 2 + twon);
l1 = l2 / ipll;
ido = nl / l2;
idl1 = ido * l1;
iw -= (ipll - 1) * ido;
na = 1 - na;
switch (ipll) {
case 2:
if (na == 0) {
radf2(ido, l1, a, offa, ch, 0, iw);
} else {
radf2(ido, l1, ch, 0, a, offa, iw);
}
break;
case 3:
if (na == 0) {
radf3(ido, l1, a, offa, ch, 0, iw);
} else {
radf3(ido, l1, ch, 0, a, offa, iw);
}
break;
case 4:
if (na == 0) {
radf4(ido, l1, a, offa, ch, 0, iw);
} else {
radf4(ido, l1, ch, 0, a, offa, iw);
}
break;
case 5:
if (na == 0) {
radf5(ido, l1, a, offa, ch, 0, iw);
} else {
radf5(ido, l1, ch, 0, a, offa, iw);
}
break;
default:
if (ido == 1) {
na = 1 - na;
}
if (na == 0) {
radfg(ido, ipll, l1, idl1, a, offa, ch, 0, iw);
na = 1;
} else {
radfg(ido, ipll, l1, idl1, ch, 0, a, offa, iw);
na = 0;
}
break;
}
l2 = l1;
}
if (na == 1) {
return;
}
LargeArrayUtils.arraycopy(ch, 0, a, offa, nl);
}
/*---------------------------------------------------------
rfftb1: further processing of Real backward FFT
--------------------------------------------------------*/
void rfftb(final double a[], final int offa)
{
if (n == 1) {
return;
}
int l1, l2, na, nf, ipll, iw, ido, idl1;
double[] ch = new double[n];
final int twon = 2 * n;
nf = (int) wtable_r[1 + twon];
na = 0;
l1 = 1;
iw = n;
for (int k1 = 1; k1 <= nf; k1++) {
ipll = (int) wtable_r[k1 + 1 + twon];
l2 = ipll * l1;
ido = n / l2;
idl1 = ido * l1;
switch (ipll) {
case 2:
if (na == 0) {
radb2(ido, l1, a, offa, ch, 0, iw);
} else {
radb2(ido, l1, ch, 0, a, offa, iw);
}
na = 1 - na;
break;
case 3:
if (na == 0) {
radb3(ido, l1, a, offa, ch, 0, iw);
} else {
radb3(ido, l1, ch, 0, a, offa, iw);
}
na = 1 - na;
break;
case 4:
if (na == 0) {
radb4(ido, l1, a, offa, ch, 0, iw);
} else {
radb4(ido, l1, ch, 0, a, offa, iw);
}
na = 1 - na;
break;
case 5:
if (na == 0) {
radb5(ido, l1, a, offa, ch, 0, iw);
} else {
radb5(ido, l1, ch, 0, a, offa, iw);
}
na = 1 - na;
break;
default:
if (na == 0) {
radbg(ido, ipll, l1, idl1, a, offa, ch, 0, iw);
} else {
radbg(ido, ipll, l1, idl1, ch, 0, a, offa, iw);
}
if (ido == 1) {
na = 1 - na;
}
break;
}
l1 = l2;
iw += (ipll - 1) * ido;
}
if (na == 0) {
return;
}
System.arraycopy(ch, 0, a, offa, n);
}
/*---------------------------------------------------------
rfftb1: further processing of Real backward FFT
--------------------------------------------------------*/
void rfftb(final DoubleLargeArray a, final long offa)
{
if (nl == 1) {
return;
}
long l1, l2, na, nf, iw, ido, idl1;
int ipll;
DoubleLargeArray ch = new DoubleLargeArray(nl);
final long twon = 2 * nl;
nf = (long) wtable_rl.getDouble(1 + twon);
na = 0;
l1 = 1;
iw = nl;
for (long k1 = 1; k1 <= nf; k1++) {
ipll = (int) wtable_rl.getDouble(k1 + 1 + twon);
l2 = ipll * l1;
ido = nl / l2;
idl1 = ido * l1;
switch (ipll) {
case 2:
if (na == 0) {
radb2(ido, l1, a, offa, ch, 0, iw);
} else {
radb2(ido, l1, ch, 0, a, offa, iw);
}
na = 1 - na;
break;
case 3:
if (na == 0) {
radb3(ido, l1, a, offa, ch, 0, iw);
} else {
radb3(ido, l1, ch, 0, a, offa, iw);
}
na = 1 - na;
break;
case 4:
if (na == 0) {
radb4(ido, l1, a, offa, ch, 0, iw);
} else {
radb4(ido, l1, ch, 0, a, offa, iw);
}
na = 1 - na;
break;
case 5:
if (na == 0) {
radb5(ido, l1, a, offa, ch, 0, iw);
} else {
radb5(ido, l1, ch, 0, a, offa, iw);
}
na = 1 - na;
break;
default:
if (na == 0) {
radbg(ido, ipll, l1, idl1, a, offa, ch, 0, iw);
} else {
radbg(ido, ipll, l1, idl1, ch, 0, a, offa, iw);
}
if (ido == 1) {
na = 1 - na;
}
break;
}
l1 = l2;
iw += (ipll - 1) * ido;
}
if (na == 0) {
return;
}
LargeArrayUtils.arraycopy(ch, 0, a, offa, nl);
}
/*-------------------------------------------------
radf2: Real FFT's forward processing of factor 2
-------------------------------------------------*/
void radf2(final int ido, final int l1, final double in[], final int in_off, final double out[], final int out_off, final int offset)
{
int i, ic, idx0, idx1, idx2, idx3, idx4;
double t1i, t1r, w1r, w1i;
int iw1;
iw1 = offset;
idx0 = l1 * ido;
idx1 = 2 * ido;
for (int k = 0; k < l1; k++) {
int oidx1 = out_off + k * idx1;
int oidx2 = oidx1 + idx1 - 1;
int iidx1 = in_off + k * ido;
int iidx2 = iidx1 + idx0;
double i1r = in[iidx1];
double i2r = in[iidx2];
out[oidx1] = i1r + i2r;
out[oidx2] = i1r - i2r;
}
if (ido < 2) {
return;
}
if (ido != 2) {
for (int k = 0; k < l1; k++) {
idx1 = k * ido;
idx2 = 2 * idx1;
idx3 = idx2 + ido;
idx4 = idx1 + idx0;
for (i = 2; i < ido; i += 2) {
ic = ido - i;
int widx1 = i - 1 + iw1;
int oidx1 = out_off + i + idx2;
int oidx2 = out_off + ic + idx3;
int iidx1 = in_off + i + idx1;
int iidx2 = in_off + i + idx4;
double a1i = in[iidx1 - 1];
double a1r = in[iidx1];
double a2i = in[iidx2 - 1];
double a2r = in[iidx2];
w1r = wtable_r[widx1 - 1];
w1i = wtable_r[widx1];
t1r = w1r * a2i + w1i * a2r;
t1i = w1r * a2r - w1i * a2i;
out[oidx1] = a1r + t1i;
out[oidx1 - 1] = a1i + t1r;
out[oidx2] = t1i - a1r;
out[oidx2 - 1] = a1i - t1r;
}
}
if (ido % 2 == 1) {
return;
}
}
idx2 = 2 * idx1;
for (int k = 0; k < l1; k++) {
idx1 = k * ido;
int oidx1 = out_off + idx2 + ido;
int iidx1 = in_off + ido - 1 + idx1;
out[oidx1] = -in[iidx1 + idx0];
out[oidx1 - 1] = in[iidx1];
}
}
/*-------------------------------------------------
radf2: Real FFT's forward processing of factor 2
-------------------------------------------------*/
void radf2(final long ido, final long l1, final DoubleLargeArray in, final long in_off, final DoubleLargeArray out, final long out_off, final long offset)
{
long i, ic, idx0, idx1, idx2, idx3, idx4;
double t1i, t1r, w1r, w1i;
long iw1;
iw1 = offset;
idx0 = l1 * ido;
idx1 = 2 * ido;
for (long k = 0; k < l1; k++) {
long oidx1 = out_off + k * idx1;
long oidx2 = oidx1 + idx1 - 1;
long iidx1 = in_off + k * ido;
long iidx2 = iidx1 + idx0;
double i1r = in.getDouble(iidx1);
double i2r = in.getDouble(iidx2);
out.setDouble(oidx1, i1r + i2r);
out.setDouble(oidx2, i1r - i2r);
}
if (ido < 2) {
return;
}
if (ido != 2) {
for (long k = 0; k < l1; k++) {
idx1 = k * ido;
idx2 = 2 * idx1;
idx3 = idx2 + ido;
idx4 = idx1 + idx0;
for (i = 2; i < ido; i += 2) {
ic = ido - i;
long widx1 = i - 1 + iw1;
long oidx1 = out_off + i + idx2;
long oidx2 = out_off + ic + idx3;
long iidx1 = in_off + i + idx1;
long iidx2 = in_off + i + idx4;
double a1i = in.getDouble(iidx1 - 1);
double a1r = in.getDouble(iidx1);
double a2i = in.getDouble(iidx2 - 1);
double a2r = in.getDouble(iidx2);
w1r = wtable_rl.getDouble(widx1 - 1);
w1i = wtable_rl.getDouble(widx1);
t1r = w1r * a2i + w1i * a2r;
t1i = w1r * a2r - w1i * a2i;
out.setDouble(oidx1, a1r + t1i);
out.setDouble(oidx1 - 1, a1i + t1r);
out.setDouble(oidx2, t1i - a1r);
out.setDouble(oidx2 - 1, a1i - t1r);
}
}
if (ido % 2 == 1) {
return;
}
}
idx2 = 2 * idx1;
for (long k = 0; k < l1; k++) {
idx1 = k * ido;
long oidx1 = out_off + idx2 + ido;
long iidx1 = in_off + ido - 1 + idx1;
out.setDouble(oidx1, -in.getDouble(iidx1 + idx0));
out.setDouble(oidx1 - 1, in.getDouble(iidx1));
}
}
/*-------------------------------------------------
radb2: Real FFT's backward processing of factor 2
-------------------------------------------------*/
void radb2(final int ido, final int l1, final double in[], final int in_off, final double out[], final int out_off, final int offset)
{
int i, ic;
double t1i, t1r, w1r, w1i;
int iw1 = offset;
int idx0 = l1 * ido;
for (int k = 0; k < l1; k++) {
int idx1 = k * ido;
int idx2 = 2 * idx1;
int idx3 = idx2 + ido;
int oidx1 = out_off + idx1;
int iidx1 = in_off + idx2;
int iidx2 = in_off + ido - 1 + idx3;
double i1r = in[iidx1];
double i2r = in[iidx2];
out[oidx1] = i1r + i2r;
out[oidx1 + idx0] = i1r - i2r;
}
if (ido < 2) {
return;
}
if (ido != 2) {
for (int k = 0; k < l1; ++k) {
int idx1 = k * ido;
int idx2 = 2 * idx1;
int idx3 = idx2 + ido;
int idx4 = idx1 + idx0;
for (i = 2; i < ido; i += 2) {
ic = ido - i;
int idx5 = i - 1 + iw1;
int idx6 = out_off + i;
int idx7 = in_off + i;
int idx8 = in_off + ic;
w1r = wtable_r[idx5 - 1];
w1i = wtable_r[idx5];
int iidx1 = idx7 + idx2;
int iidx2 = idx8 + idx3;
int oidx1 = idx6 + idx1;
int oidx2 = idx6 + idx4;
t1r = in[iidx1 - 1] - in[iidx2 - 1];
t1i = in[iidx1] + in[iidx2];
double i1i = in[iidx1];
double i1r = in[iidx1 - 1];
double i2i = in[iidx2];
double i2r = in[iidx2 - 1];
out[oidx1 - 1] = i1r + i2r;
out[oidx1] = i1i - i2i;
out[oidx2 - 1] = w1r * t1r - w1i * t1i;
out[oidx2] = w1r * t1i + w1i * t1r;
}
}
if (ido % 2 == 1) {
return;
}
}
for (int k = 0; k < l1; k++) {
int idx1 = k * ido;
int idx2 = 2 * idx1;
int oidx1 = out_off + ido - 1 + idx1;
int iidx1 = in_off + idx2 + ido;
out[oidx1] = 2 * in[iidx1 - 1];
out[oidx1 + idx0] = -2 * in[iidx1];
}
}
/*-------------------------------------------------
radb2: Real FFT's backward processing of factor 2
-------------------------------------------------*/
void radb2(final long ido, final long l1, final DoubleLargeArray in, final long in_off, final DoubleLargeArray out, final long out_off, final long offset)
{
long i, ic;
double t1i, t1r, w1r, w1i;
long iw1 = offset;
long idx0 = l1 * ido;
for (long k = 0; k < l1; k++) {
long idx1 = k * ido;
long idx2 = 2 * idx1;
long idx3 = idx2 + ido;
long oidx1 = out_off + idx1;
long iidx1 = in_off + idx2;
long iidx2 = in_off + ido - 1 + idx3;
double i1r = in.getDouble(iidx1);
double i2r = in.getDouble(iidx2);
out.setDouble(oidx1, i1r + i2r);
out.setDouble(oidx1 + idx0, i1r - i2r);
}
if (ido < 2) {
return;
}
if (ido != 2) {
for (long k = 0; k < l1; ++k) {
long idx1 = k * ido;
long idx2 = 2 * idx1;
long idx3 = idx2 + ido;
long idx4 = idx1 + idx0;
for (i = 2; i < ido; i += 2) {
ic = ido - i;
long idx5 = i - 1 + iw1;
long idx6 = out_off + i;
long idx7 = in_off + i;
long idx8 = in_off + ic;
w1r = wtable_rl.getDouble(idx5 - 1);
w1i = wtable_rl.getDouble(idx5);
long iidx1 = idx7 + idx2;
long iidx2 = idx8 + idx3;
long oidx1 = idx6 + idx1;
long oidx2 = idx6 + idx4;
t1r = in.getDouble(iidx1 - 1) - in.getDouble(iidx2 - 1);
t1i = in.getDouble(iidx1) + in.getDouble(iidx2);
double i1i = in.getDouble(iidx1);
double i1r = in.getDouble(iidx1 - 1);
double i2i = in.getDouble(iidx2);
double i2r = in.getDouble(iidx2 - 1);
out.setDouble(oidx1 - 1, i1r + i2r);
out.setDouble(oidx1, i1i - i2i);
out.setDouble(oidx2 - 1, w1r * t1r - w1i * t1i);
out.setDouble(oidx2, w1r * t1i + w1i * t1r);
}
}
if (ido % 2 == 1) {
return;
}
}
for (long k = 0; k < l1; k++) {
long idx1 = k * ido;
long idx2 = 2 * idx1;
long oidx1 = out_off + ido - 1 + idx1;
long iidx1 = in_off + idx2 + ido;
out.setDouble(oidx1, 2 * in.getDouble(iidx1 - 1));
out.setDouble(oidx1 + idx0, -2 * in.getDouble(iidx1));
}
}
/*-------------------------------------------------
radf3: Real FFT's forward processing of factor 3
-------------------------------------------------*/
void radf3(final int ido, final int l1, final double in[], final int in_off, final double out[], final int out_off, final int offset)
{
final double taur = -0.5;
final double taui = 0.866025403784438707610604524234076962;
int i, ic;
double ci2, di2, di3, cr2, dr2, dr3, ti2, ti3, tr2, tr3, w1r, w2r, w1i, w2i;
int iw1, iw2;
iw1 = offset;
iw2 = iw1 + ido;
int idx0 = l1 * ido;
for (int k = 0; k < l1; k++) {
int idx1 = k * ido;
int idx3 = 2 * idx0;
int idx4 = (3 * k + 1) * ido;
int iidx1 = in_off + idx1;
int iidx2 = iidx1 + idx0;
int iidx3 = iidx1 + idx3;
double i1r = in[iidx1];
double i2r = in[iidx2];
double i3r = in[iidx3];
cr2 = i2r + i3r;
out[out_off + 3 * idx1] = i1r + cr2;
out[out_off + idx4 + ido] = taui * (i3r - i2r);
out[out_off + ido - 1 + idx4] = i1r + taur * cr2;
}
if (ido == 1) {
return;
}
for (int k = 0; k < l1; k++) {
int idx3 = k * ido;
int idx4 = 3 * idx3;
int idx5 = idx3 + idx0;
int idx6 = idx5 + idx0;
int idx7 = idx4 + ido;
int idx8 = idx7 + ido;
for (i = 2; i < ido; i += 2) {
ic = ido - i;
int widx1 = i - 1 + iw1;
int widx2 = i - 1 + iw2;
w1r = wtable_r[widx1 - 1];
w1i = wtable_r[widx1];
w2r = wtable_r[widx2 - 1];
w2i = wtable_r[widx2];
int idx9 = in_off + i;
int idx10 = out_off + i;
int idx11 = out_off + ic;
int iidx1 = idx9 + idx3;
int iidx2 = idx9 + idx5;
int iidx3 = idx9 + idx6;
double i1i = in[iidx1 - 1];
double i1r = in[iidx1];
double i2i = in[iidx2 - 1];
double i2r = in[iidx2];
double i3i = in[iidx3 - 1];
double i3r = in[iidx3];
dr2 = w1r * i2i + w1i * i2r;
di2 = w1r * i2r - w1i * i2i;
dr3 = w2r * i3i + w2i * i3r;
di3 = w2r * i3r - w2i * i3i;
cr2 = dr2 + dr3;
ci2 = di2 + di3;
tr2 = i1i + taur * cr2;
ti2 = i1r + taur * ci2;
tr3 = taui * (di2 - di3);
ti3 = taui * (dr3 - dr2);
int oidx1 = idx10 + idx4;
int oidx2 = idx11 + idx7;
int oidx3 = idx10 + idx8;
out[oidx1 - 1] = i1i + cr2;
out[oidx1] = i1r + ci2;
out[oidx2 - 1] = tr2 - tr3;
out[oidx2] = ti3 - ti2;
out[oidx3 - 1] = tr2 + tr3;
out[oidx3] = ti2 + ti3;
}
}
}
/*-------------------------------------------------
radf3: Real FFT's forward processing of factor 3
-------------------------------------------------*/
void radf3(final long ido, final long l1, final DoubleLargeArray in, final long in_off, final DoubleLargeArray out, final long out_off, final long offset)
{
final double taur = -0.5;
final double taui = 0.866025403784438707610604524234076962;
long i, ic;
double ci2, di2, di3, cr2, dr2, dr3, ti2, ti3, tr2, tr3, w1r, w2r, w1i, w2i;
long iw1, iw2;
iw1 = offset;
iw2 = iw1 + ido;
long idx0 = l1 * ido;
for (long k = 0; k < l1; k++) {
long idx1 = k * ido;
long idx3 = 2 * idx0;
long idx4 = (3 * k + 1) * ido;
long iidx1 = in_off + idx1;
long iidx2 = iidx1 + idx0;
long iidx3 = iidx1 + idx3;
double i1r = in.getDouble(iidx1);
double i2r = in.getDouble(iidx2);
double i3r = in.getDouble(iidx3);
cr2 = i2r + i3r;
out.setDouble(out_off + 3 * idx1, i1r + cr2);
out.setDouble(out_off + idx4 + ido, taui * (i3r - i2r));
out.setDouble(out_off + ido - 1 + idx4, i1r + taur * cr2);
}
if (ido == 1) {
return;
}
for (long k = 0; k < l1; k++) {
long idx3 = k * ido;
long idx4 = 3 * idx3;
long idx5 = idx3 + idx0;
long idx6 = idx5 + idx0;
long idx7 = idx4 + ido;
long idx8 = idx7 + ido;
for (i = 2; i < ido; i += 2) {
ic = ido - i;
long widx1 = i - 1 + iw1;
long widx2 = i - 1 + iw2;
w1r = wtable_rl.getDouble(widx1 - 1);
w1i = wtable_rl.getDouble(widx1);
w2r = wtable_rl.getDouble(widx2 - 1);
w2i = wtable_rl.getDouble(widx2);
long idx9 = in_off + i;
long idx10 = out_off + i;
long idx11 = out_off + ic;
long iidx1 = idx9 + idx3;
long iidx2 = idx9 + idx5;
long iidx3 = idx9 + idx6;
double i1i = in.getDouble(iidx1 - 1);
double i1r = in.getDouble(iidx1);
double i2i = in.getDouble(iidx2 - 1);
double i2r = in.getDouble(iidx2);
double i3i = in.getDouble(iidx3 - 1);
double i3r = in.getDouble(iidx3);
dr2 = w1r * i2i + w1i * i2r;
di2 = w1r * i2r - w1i * i2i;
dr3 = w2r * i3i + w2i * i3r;
di3 = w2r * i3r - w2i * i3i;
cr2 = dr2 + dr3;
ci2 = di2 + di3;
tr2 = i1i + taur * cr2;
ti2 = i1r + taur * ci2;
tr3 = taui * (di2 - di3);
ti3 = taui * (dr3 - dr2);
long oidx1 = idx10 + idx4;
long oidx2 = idx11 + idx7;
long oidx3 = idx10 + idx8;
out.setDouble(oidx1 - 1, i1i + cr2);
out.setDouble(oidx1, i1r + ci2);
out.setDouble(oidx2 - 1, tr2 - tr3);
out.setDouble(oidx2, ti3 - ti2);
out.setDouble(oidx3 - 1, tr2 + tr3);
out.setDouble(oidx3, ti2 + ti3);
}
}
}
/*-------------------------------------------------
radb3: Real FFT's backward processing of factor 3
-------------------------------------------------*/
void radb3(final int ido, final int l1, final double in[], final int in_off, final double out[], final int out_off, final int offset)
{
final double taur = -0.5;
final double taui = 0.866025403784438707610604524234076962;
int i, ic;
double ci2, ci3, di2, di3, cr2, cr3, dr2, dr3, ti2, tr2, w1r, w2r, w1i, w2i;
int iw1, iw2;
iw1 = offset;
iw2 = iw1 + ido;
for (int k = 0; k < l1; k++) {
int idx1 = k * ido;
int iidx1 = in_off + 3 * idx1;
int iidx2 = iidx1 + 2 * ido;
double i1i = in[iidx1];
tr2 = 2 * in[iidx2 - 1];
cr2 = i1i + taur * tr2;
ci3 = 2 * taui * in[iidx2];
out[out_off + idx1] = i1i + tr2;
out[out_off + (k + l1) * ido] = cr2 - ci3;
out[out_off + (k + 2 * l1) * ido] = cr2 + ci3;
}
if (ido == 1) {
return;
}
int idx0 = l1 * ido;
for (int k = 0; k < l1; k++) {
int idx1 = k * ido;
int idx2 = 3 * idx1;
int idx3 = idx2 + ido;
int idx4 = idx3 + ido;
int idx5 = idx1 + idx0;
int idx6 = idx5 + idx0;
for (i = 2; i < ido; i += 2) {
ic = ido - i;
int idx7 = in_off + i;
int idx8 = in_off + ic;
int idx9 = out_off + i;
int iidx1 = idx7 + idx2;
int iidx2 = idx7 + idx4;
int iidx3 = idx8 + idx3;
double i1i = in[iidx1 - 1];
double i1r = in[iidx1];
double i2i = in[iidx2 - 1];
double i2r = in[iidx2];
double i3i = in[iidx3 - 1];
double i3r = in[iidx3];
tr2 = i2i + i3i;
cr2 = i1i + taur * tr2;
ti2 = i2r - i3r;
ci2 = i1r + taur * ti2;
cr3 = taui * (i2i - i3i);
ci3 = taui * (i2r + i3r);
dr2 = cr2 - ci3;
dr3 = cr2 + ci3;
di2 = ci2 + cr3;
di3 = ci2 - cr3;
int widx1 = i - 1 + iw1;
int widx2 = i - 1 + iw2;
w1r = wtable_r[widx1 - 1];
w1i = wtable_r[widx1];
w2r = wtable_r[widx2 - 1];
w2i = wtable_r[widx2];
int oidx1 = idx9 + idx1;
int oidx2 = idx9 + idx5;
int oidx3 = idx9 + idx6;
out[oidx1 - 1] = i1i + tr2;
out[oidx1] = i1r + ti2;
out[oidx2 - 1] = w1r * dr2 - w1i * di2;
out[oidx2] = w1r * di2 + w1i * dr2;
out[oidx3 - 1] = w2r * dr3 - w2i * di3;
out[oidx3] = w2r * di3 + w2i * dr3;
}
}
}
/*-------------------------------------------------
radb3: Real FFT's backward processing of factor 3
-------------------------------------------------*/
void radb3(final long ido, final long l1, final DoubleLargeArray in, final long in_off, final DoubleLargeArray out, final long out_off, final long offset)
{
final double taur = -0.5;
final double taui = 0.866025403784438707610604524234076962;
long i, ic;
double ci2, ci3, di2, di3, cr2, cr3, dr2, dr3, ti2, tr2, w1r, w2r, w1i, w2i;
long iw1, iw2;
iw1 = offset;
iw2 = iw1 + ido;
for (long k = 0; k < l1; k++) {
long idx1 = k * ido;
long iidx1 = in_off + 3 * idx1;
long iidx2 = iidx1 + 2 * ido;
double i1i = in.getDouble(iidx1);
tr2 = 2 * in.getDouble(iidx2 - 1);
cr2 = i1i + taur * tr2;
ci3 = 2 * taui * in.getDouble(iidx2);
out.setDouble(out_off + idx1, i1i + tr2);
out.setDouble(out_off + (k + l1) * ido, cr2 - ci3);
out.setDouble(out_off + (k + 2 * l1) * ido, cr2 + ci3);
}
if (ido == 1) {
return;
}
long idx0 = l1 * ido;
for (long k = 0; k < l1; k++) {
long idx1 = k * ido;
long idx2 = 3 * idx1;
long idx3 = idx2 + ido;
long idx4 = idx3 + ido;
long idx5 = idx1 + idx0;
long idx6 = idx5 + idx0;
for (i = 2; i < ido; i += 2) {
ic = ido - i;
long idx7 = in_off + i;
long idx8 = in_off + ic;
long idx9 = out_off + i;
long iidx1 = idx7 + idx2;
long iidx2 = idx7 + idx4;
long iidx3 = idx8 + idx3;
double i1i = in.getDouble(iidx1 - 1);
double i1r = in.getDouble(iidx1);
double i2i = in.getDouble(iidx2 - 1);
double i2r = in.getDouble(iidx2);
double i3i = in.getDouble(iidx3 - 1);
double i3r = in.getDouble(iidx3);
tr2 = i2i + i3i;
cr2 = i1i + taur * tr2;
ti2 = i2r - i3r;
ci2 = i1r + taur * ti2;
cr3 = taui * (i2i - i3i);
ci3 = taui * (i2r + i3r);
dr2 = cr2 - ci3;
dr3 = cr2 + ci3;
di2 = ci2 + cr3;
di3 = ci2 - cr3;
long widx1 = i - 1 + iw1;
long widx2 = i - 1 + iw2;
w1r = wtable_rl.getDouble(widx1 - 1);
w1i = wtable_rl.getDouble(widx1);
w2r = wtable_rl.getDouble(widx2 - 1);
w2i = wtable_rl.getDouble(widx2);
long oidx1 = idx9 + idx1;
long oidx2 = idx9 + idx5;
long oidx3 = idx9 + idx6;
out.setDouble(oidx1 - 1, i1i + tr2);
out.setDouble(oidx1, i1r + ti2);
out.setDouble(oidx2 - 1, w1r * dr2 - w1i * di2);
out.setDouble(oidx2, w1r * di2 + w1i * dr2);
out.setDouble(oidx3 - 1, w2r * dr3 - w2i * di3);
out.setDouble(oidx3, w2r * di3 + w2i * dr3);
}
}
}
/*-------------------------------------------------
radf4: Real FFT's forward processing of factor 4
-------------------------------------------------*/
void radf4(final int ido, final int l1, final double in[], final int in_off, final double out[], final int out_off, final int offset)
{
final double hsqt2 = 0.707106781186547572737310929369414225;
int i, ic;
double ci2, ci3, ci4, cr2, cr3, cr4, ti1, ti2, ti3, ti4, tr1, tr2, tr3, tr4, w1r, w1i, w2r, w2i, w3r, w3i;
int iw1, iw2, iw3;
iw1 = offset;
iw2 = offset + ido;
iw3 = iw2 + ido;
int idx0 = l1 * ido;
for (int k = 0; k < l1; k++) {
int idx1 = k * ido;
int idx2 = 4 * idx1;
int idx3 = idx1 + idx0;
int idx4 = idx3 + idx0;
int idx5 = idx4 + idx0;
int idx6 = idx2 + ido;
double i1r = in[in_off + idx1];
double i2r = in[in_off + idx3];
double i3r = in[in_off + idx4];
double i4r = in[in_off + idx5];
tr1 = i2r + i4r;
tr2 = i1r + i3r;
int oidx1 = out_off + idx2;
int oidx2 = out_off + idx6 + ido;
out[oidx1] = tr1 + tr2;
out[oidx2 - 1 + ido + ido] = tr2 - tr1;
out[oidx2 - 1] = i1r - i3r;
out[oidx2] = i4r - i2r;
}
if (ido < 2) {
return;
}
if (ido != 2) {
for (int k = 0; k < l1; k++) {
int idx1 = k * ido;
int idx2 = idx1 + idx0;
int idx3 = idx2 + idx0;
int idx4 = idx3 + idx0;
int idx5 = 4 * idx1;
int idx6 = idx5 + ido;
int idx7 = idx6 + ido;
int idx8 = idx7 + ido;
for (i = 2; i < ido; i += 2) {
ic = ido - i;
int widx1 = i - 1 + iw1;
int widx2 = i - 1 + iw2;
int widx3 = i - 1 + iw3;
w1r = wtable_r[widx1 - 1];
w1i = wtable_r[widx1];
w2r = wtable_r[widx2 - 1];
w2i = wtable_r[widx2];
w3r = wtable_r[widx3 - 1];
w3i = wtable_r[widx3];
int idx9 = in_off + i;
int idx10 = out_off + i;
int idx11 = out_off + ic;
int iidx1 = idx9 + idx1;
int iidx2 = idx9 + idx2;
int iidx3 = idx9 + idx3;
int iidx4 = idx9 + idx4;
double i1i = in[iidx1 - 1];
double i1r = in[iidx1];
double i2i = in[iidx2 - 1];
double i2r = in[iidx2];
double i3i = in[iidx3 - 1];
double i3r = in[iidx3];
double i4i = in[iidx4 - 1];
double i4r = in[iidx4];
cr2 = w1r * i2i + w1i * i2r;
ci2 = w1r * i2r - w1i * i2i;
cr3 = w2r * i3i + w2i * i3r;
ci3 = w2r * i3r - w2i * i3i;
cr4 = w3r * i4i + w3i * i4r;
ci4 = w3r * i4r - w3i * i4i;
tr1 = cr2 + cr4;
tr4 = cr4 - cr2;
ti1 = ci2 + ci4;
ti4 = ci2 - ci4;
ti2 = i1r + ci3;
ti3 = i1r - ci3;
tr2 = i1i + cr3;
tr3 = i1i - cr3;
int oidx1 = idx10 + idx5;
int oidx2 = idx11 + idx6;
int oidx3 = idx10 + idx7;
int oidx4 = idx11 + idx8;
out[oidx1 - 1] = tr1 + tr2;
out[oidx4 - 1] = tr2 - tr1;
out[oidx1] = ti1 + ti2;
out[oidx4] = ti1 - ti2;
out[oidx3 - 1] = ti4 + tr3;
out[oidx2 - 1] = tr3 - ti4;
out[oidx3] = tr4 + ti3;
out[oidx2] = tr4 - ti3;
}
}
if (ido % 2 == 1) {
return;
}
}
for (int k = 0; k < l1; k++) {
int idx1 = k * ido;
int idx2 = 4 * idx1;
int idx3 = idx1 + idx0;
int idx4 = idx3 + idx0;
int idx5 = idx4 + idx0;
int idx6 = idx2 + ido;
int idx7 = idx6 + ido;
int idx8 = idx7 + ido;
int idx9 = in_off + ido;
int idx10 = out_off + ido;
double i1i = in[idx9 - 1 + idx1];
double i2i = in[idx9 - 1 + idx3];
double i3i = in[idx9 - 1 + idx4];
double i4i = in[idx9 - 1 + idx5];
ti1 = -hsqt2 * (i2i + i4i);
tr1 = hsqt2 * (i2i - i4i);
out[idx10 - 1 + idx2] = tr1 + i1i;
out[idx10 - 1 + idx7] = i1i - tr1;
out[out_off + idx6] = ti1 - i3i;
out[out_off + idx8] = ti1 + i3i;
}
}
/*-------------------------------------------------
radf4: Real FFT's forward processing of factor 4
-------------------------------------------------*/
void radf4(final long ido, final long l1, final DoubleLargeArray in, final long in_off, final DoubleLargeArray out, final long out_off, final long offset)
{
final double hsqt2 = 0.707106781186547572737310929369414225;
long i, ic;
double ci2, ci3, ci4, cr2, cr3, cr4, ti1, ti2, ti3, ti4, tr1, tr2, tr3, tr4, w1r, w1i, w2r, w2i, w3r, w3i;
long iw1, iw2, iw3;
iw1 = offset;
iw2 = offset + ido;
iw3 = iw2 + ido;
long idx0 = l1 * ido;
for (long k = 0; k < l1; k++) {
long idx1 = k * ido;
long idx2 = 4 * idx1;
long idx3 = idx1 + idx0;
long idx4 = idx3 + idx0;
long idx5 = idx4 + idx0;
long idx6 = idx2 + ido;
double i1r = in.getDouble(in_off + idx1);
double i2r = in.getDouble(in_off + idx3);
double i3r = in.getDouble(in_off + idx4);
double i4r = in.getDouble(in_off + idx5);
tr1 = i2r + i4r;
tr2 = i1r + i3r;
long oidx1 = out_off + idx2;
long oidx2 = out_off + idx6 + ido;
out.setDouble(oidx1, tr1 + tr2);
out.setDouble(oidx2 - 1 + ido + ido, tr2 - tr1);
out.setDouble(oidx2 - 1, i1r - i3r);
out.setDouble(oidx2, i4r - i2r);
}
if (ido < 2) {
return;
}
if (ido != 2) {
for (long k = 0; k < l1; k++) {
long idx1 = k * ido;
long idx2 = idx1 + idx0;
long idx3 = idx2 + idx0;
long idx4 = idx3 + idx0;
long idx5 = 4 * idx1;
long idx6 = idx5 + ido;
long idx7 = idx6 + ido;
long idx8 = idx7 + ido;
for (i = 2; i < ido; i += 2) {
ic = ido - i;
long widx1 = i - 1 + iw1;
long widx2 = i - 1 + iw2;
long widx3 = i - 1 + iw3;
w1r = wtable_rl.getDouble(widx1 - 1);
w1i = wtable_rl.getDouble(widx1);
w2r = wtable_rl.getDouble(widx2 - 1);
w2i = wtable_rl.getDouble(widx2);
w3r = wtable_rl.getDouble(widx3 - 1);
w3i = wtable_rl.getDouble(widx3);
long idx9 = in_off + i;
long idx10 = out_off + i;
long idx11 = out_off + ic;
long iidx1 = idx9 + idx1;
long iidx2 = idx9 + idx2;
long iidx3 = idx9 + idx3;
long iidx4 = idx9 + idx4;
double i1i = in.getDouble(iidx1 - 1);
double i1r = in.getDouble(iidx1);
double i2i = in.getDouble(iidx2 - 1);
double i2r = in.getDouble(iidx2);
double i3i = in.getDouble(iidx3 - 1);
double i3r = in.getDouble(iidx3);
double i4i = in.getDouble(iidx4 - 1);
double i4r = in.getDouble(iidx4);
cr2 = w1r * i2i + w1i * i2r;
ci2 = w1r * i2r - w1i * i2i;
cr3 = w2r * i3i + w2i * i3r;
ci3 = w2r * i3r - w2i * i3i;
cr4 = w3r * i4i + w3i * i4r;
ci4 = w3r * i4r - w3i * i4i;
tr1 = cr2 + cr4;
tr4 = cr4 - cr2;
ti1 = ci2 + ci4;
ti4 = ci2 - ci4;
ti2 = i1r + ci3;
ti3 = i1r - ci3;
tr2 = i1i + cr3;
tr3 = i1i - cr3;
long oidx1 = idx10 + idx5;
long oidx2 = idx11 + idx6;
long oidx3 = idx10 + idx7;
long oidx4 = idx11 + idx8;
out.setDouble(oidx1 - 1, tr1 + tr2);
out.setDouble(oidx4 - 1, tr2 - tr1);
out.setDouble(oidx1, ti1 + ti2);
out.setDouble(oidx4, ti1 - ti2);
out.setDouble(oidx3 - 1, ti4 + tr3);
out.setDouble(oidx2 - 1, tr3 - ti4);
out.setDouble(oidx3, tr4 + ti3);
out.setDouble(oidx2, tr4 - ti3);
}
}
if (ido % 2 == 1) {
return;
}
}
for (long k = 0; k < l1; k++) {
long idx1 = k * ido;
long idx2 = 4 * idx1;
long idx3 = idx1 + idx0;
long idx4 = idx3 + idx0;
long idx5 = idx4 + idx0;
long idx6 = idx2 + ido;
long idx7 = idx6 + ido;
long idx8 = idx7 + ido;
long idx9 = in_off + ido;
long idx10 = out_off + ido;
double i1i = in.getDouble(idx9 - 1 + idx1);
double i2i = in.getDouble(idx9 - 1 + idx3);
double i3i = in.getDouble(idx9 - 1 + idx4);
double i4i = in.getDouble(idx9 - 1 + idx5);
ti1 = -hsqt2 * (i2i + i4i);
tr1 = hsqt2 * (i2i - i4i);
out.setDouble(idx10 - 1 + idx2, tr1 + i1i);
out.setDouble(idx10 - 1 + idx7, i1i - tr1);
out.setDouble(out_off + idx6, ti1 - i3i);
out.setDouble(out_off + idx8, ti1 + i3i);
}
}
/*-------------------------------------------------
radb4: Real FFT's backward processing of factor 4
-------------------------------------------------*/
void radb4(final int ido, final int l1, final double in[], final int in_off, final double out[], final int out_off, final int offset)
{
final double sqrt2 = 1.41421356237309514547462185873882845;
int i, ic;
double ci2, ci3, ci4, cr2, cr3, cr4;
double ti1, ti2, ti3, ti4, tr1, tr2, tr3, tr4, w1r, w1i, w2r, w2i, w3r, w3i;
int iw1, iw2, iw3;
iw1 = offset;
iw2 = iw1 + ido;
iw3 = iw2 + ido;
int idx0 = l1 * ido;
for (int k = 0; k < l1; k++) {
int idx1 = k * ido;
int idx2 = 4 * idx1;
int idx3 = idx1 + idx0;
int idx4 = idx3 + idx0;
int idx5 = idx4 + idx0;
int idx6 = idx2 + ido;
int idx7 = idx6 + ido;
int idx8 = idx7 + ido;
double i1r = in[in_off + idx2];
double i2r = in[in_off + idx7];
double i3r = in[in_off + ido - 1 + idx8];
double i4r = in[in_off + ido - 1 + idx6];
tr1 = i1r - i3r;
tr2 = i1r + i3r;
tr3 = i4r + i4r;
tr4 = i2r + i2r;
out[out_off + idx1] = tr2 + tr3;
out[out_off + idx3] = tr1 - tr4;
out[out_off + idx4] = tr2 - tr3;
out[out_off + idx5] = tr1 + tr4;
}
if (ido < 2) {
return;
}
if (ido != 2) {
for (int k = 0; k < l1; ++k) {
int idx1 = k * ido;
int idx2 = idx1 + idx0;
int idx3 = idx2 + idx0;
int idx4 = idx3 + idx0;
int idx5 = 4 * idx1;
int idx6 = idx5 + ido;
int idx7 = idx6 + ido;
int idx8 = idx7 + ido;
for (i = 2; i < ido; i += 2) {
ic = ido - i;
int widx1 = i - 1 + iw1;
int widx2 = i - 1 + iw2;
int widx3 = i - 1 + iw3;
w1r = wtable_r[widx1 - 1];
w1i = wtable_r[widx1];
w2r = wtable_r[widx2 - 1];
w2i = wtable_r[widx2];
w3r = wtable_r[widx3 - 1];
w3i = wtable_r[widx3];
int idx12 = in_off + i;
int idx13 = in_off + ic;
int idx14 = out_off + i;
int iidx1 = idx12 + idx5;
int iidx2 = idx13 + idx6;
int iidx3 = idx12 + idx7;
int iidx4 = idx13 + idx8;
double i1i = in[iidx1 - 1];
double i1r = in[iidx1];
double i2i = in[iidx2 - 1];
double i2r = in[iidx2];
double i3i = in[iidx3 - 1];
double i3r = in[iidx3];
double i4i = in[iidx4 - 1];
double i4r = in[iidx4];
ti1 = i1r + i4r;
ti2 = i1r - i4r;
ti3 = i3r - i2r;
tr4 = i3r + i2r;
tr1 = i1i - i4i;
tr2 = i1i + i4i;
ti4 = i3i - i2i;
tr3 = i3i + i2i;
cr3 = tr2 - tr3;
ci3 = ti2 - ti3;
cr2 = tr1 - tr4;
cr4 = tr1 + tr4;
ci2 = ti1 + ti4;
ci4 = ti1 - ti4;
int oidx1 = idx14 + idx1;
int oidx2 = idx14 + idx2;
int oidx3 = idx14 + idx3;
int oidx4 = idx14 + idx4;
out[oidx1 - 1] = tr2 + tr3;
out[oidx1] = ti2 + ti3;
out[oidx2 - 1] = w1r * cr2 - w1i * ci2;
out[oidx2] = w1r * ci2 + w1i * cr2;
out[oidx3 - 1] = w2r * cr3 - w2i * ci3;
out[oidx3] = w2r * ci3 + w2i * cr3;
out[oidx4 - 1] = w3r * cr4 - w3i * ci4;
out[oidx4] = w3r * ci4 + w3i * cr4;
}
}
if (ido % 2 == 1) {
return;
}
}
for (int k = 0; k < l1; k++) {
int idx1 = k * ido;
int idx2 = 4 * idx1;
int idx3 = idx1 + idx0;
int idx4 = idx3 + idx0;
int idx5 = idx4 + idx0;
int idx6 = idx2 + ido;
int idx7 = idx6 + ido;
int idx8 = idx7 + ido;
int idx9 = in_off + ido;
int idx10 = out_off + ido;
double i1r = in[idx9 - 1 + idx2];
double i2r = in[idx9 - 1 + idx7];
double i3r = in[in_off + idx6];
double i4r = in[in_off + idx8];
ti1 = i3r + i4r;
ti2 = i4r - i3r;
tr1 = i1r - i2r;
tr2 = i1r + i2r;
out[idx10 - 1 + idx1] = tr2 + tr2;
out[idx10 - 1 + idx3] = sqrt2 * (tr1 - ti1);
out[idx10 - 1 + idx4] = ti2 + ti2;
out[idx10 - 1 + idx5] = -sqrt2 * (tr1 + ti1);
}
}
/*-------------------------------------------------
radb4: Real FFT's backward processing of factor 4
-------------------------------------------------*/
void radb4(final long ido, final long l1, final DoubleLargeArray in, final long in_off, final DoubleLargeArray out, final long out_off, final long offset)
{
final double sqrt2 = 1.41421356237309514547462185873882845;
long i, ic;
double ci2, ci3, ci4, cr2, cr3, cr4;
double ti1, ti2, ti3, ti4, tr1, tr2, tr3, tr4, w1r, w1i, w2r, w2i, w3r, w3i;
long iw1, iw2, iw3;
iw1 = offset;
iw2 = iw1 + ido;
iw3 = iw2 + ido;
long idx0 = l1 * ido;
for (long k = 0; k < l1; k++) {
long idx1 = k * ido;
long idx2 = 4 * idx1;
long idx3 = idx1 + idx0;
long idx4 = idx3 + idx0;
long idx5 = idx4 + idx0;
long idx6 = idx2 + ido;
long idx7 = idx6 + ido;
long idx8 = idx7 + ido;
double i1r = in.getDouble(in_off + idx2);
double i2r = in.getDouble(in_off + idx7);
double i3r = in.getDouble(in_off + ido - 1 + idx8);
double i4r = in.getDouble(in_off + ido - 1 + idx6);
tr1 = i1r - i3r;
tr2 = i1r + i3r;
tr3 = i4r + i4r;
tr4 = i2r + i2r;
out.setDouble(out_off + idx1, tr2 + tr3);
out.setDouble(out_off + idx3, tr1 - tr4);
out.setDouble(out_off + idx4, tr2 - tr3);
out.setDouble(out_off + idx5, tr1 + tr4);
}
if (ido < 2) {
return;
}
if (ido != 2) {
for (long k = 0; k < l1; ++k) {
long idx1 = k * ido;
long idx2 = idx1 + idx0;
long idx3 = idx2 + idx0;
long idx4 = idx3 + idx0;
long idx5 = 4 * idx1;
long idx6 = idx5 + ido;
long idx7 = idx6 + ido;
long idx8 = idx7 + ido;
for (i = 2; i < ido; i += 2) {
ic = ido - i;
long widx1 = i - 1 + iw1;
long widx2 = i - 1 + iw2;
long widx3 = i - 1 + iw3;
w1r = wtable_rl.getDouble(widx1 - 1);
w1i = wtable_rl.getDouble(widx1);
w2r = wtable_rl.getDouble(widx2 - 1);
w2i = wtable_rl.getDouble(widx2);
w3r = wtable_rl.getDouble(widx3 - 1);
w3i = wtable_rl.getDouble(widx3);
long idx12 = in_off + i;
long idx13 = in_off + ic;
long idx14 = out_off + i;
long iidx1 = idx12 + idx5;
long iidx2 = idx13 + idx6;
long iidx3 = idx12 + idx7;
long iidx4 = idx13 + idx8;
double i1i = in.getDouble(iidx1 - 1);
double i1r = in.getDouble(iidx1);
double i2i = in.getDouble(iidx2 - 1);
double i2r = in.getDouble(iidx2);
double i3i = in.getDouble(iidx3 - 1);
double i3r = in.getDouble(iidx3);
double i4i = in.getDouble(iidx4 - 1);
double i4r = in.getDouble(iidx4);
ti1 = i1r + i4r;
ti2 = i1r - i4r;
ti3 = i3r - i2r;
tr4 = i3r + i2r;
tr1 = i1i - i4i;
tr2 = i1i + i4i;
ti4 = i3i - i2i;
tr3 = i3i + i2i;
cr3 = tr2 - tr3;
ci3 = ti2 - ti3;
cr2 = tr1 - tr4;
cr4 = tr1 + tr4;
ci2 = ti1 + ti4;
ci4 = ti1 - ti4;
long oidx1 = idx14 + idx1;
long oidx2 = idx14 + idx2;
long oidx3 = idx14 + idx3;
long oidx4 = idx14 + idx4;
out.setDouble(oidx1 - 1, tr2 + tr3);
out.setDouble(oidx1, ti2 + ti3);
out.setDouble(oidx2 - 1, w1r * cr2 - w1i * ci2);
out.setDouble(oidx2, w1r * ci2 + w1i * cr2);
out.setDouble(oidx3 - 1, w2r * cr3 - w2i * ci3);
out.setDouble(oidx3, w2r * ci3 + w2i * cr3);
out.setDouble(oidx4 - 1, w3r * cr4 - w3i * ci4);
out.setDouble(oidx4, w3r * ci4 + w3i * cr4);
}
}
if (ido % 2 == 1) {
return;
}
}
for (long k = 0; k < l1; k++) {
long idx1 = k * ido;
long idx2 = 4 * idx1;
long idx3 = idx1 + idx0;
long idx4 = idx3 + idx0;
long idx5 = idx4 + idx0;
long idx6 = idx2 + ido;
long idx7 = idx6 + ido;
long idx8 = idx7 + ido;
long idx9 = in_off + ido;
long idx10 = out_off + ido;
double i1r = in.getDouble(idx9 - 1 + idx2);
double i2r = in.getDouble(idx9 - 1 + idx7);
double i3r = in.getDouble(in_off + idx6);
double i4r = in.getDouble(in_off + idx8);
ti1 = i3r + i4r;
ti2 = i4r - i3r;
tr1 = i1r - i2r;
tr2 = i1r + i2r;
out.setDouble(idx10 - 1 + idx1, tr2 + tr2);
out.setDouble(idx10 - 1 + idx3, sqrt2 * (tr1 - ti1));
out.setDouble(idx10 - 1 + idx4, ti2 + ti2);
out.setDouble(idx10 - 1 + idx5, -sqrt2 * (tr1 + ti1));
}
}
/*-------------------------------------------------
radf5: Real FFT's forward processing of factor 5
-------------------------------------------------*/
void radf5(final int ido, final int l1, final double in[], final int in_off, final double out[], final int out_off, final int offset)
{
final double tr11 = 0.309016994374947451262869435595348477;
final double ti11 = 0.951056516295153531181938433292089030;
final double tr12 = -0.809016994374947340240566973079694435;
final double ti12 = 0.587785252292473248125759255344746634;
int i, ic;
double ci2, di2, ci4, ci5, di3, di4, di5, ci3, cr2, cr3, dr2, dr3, dr4, dr5, cr5, cr4, ti2, ti3, ti5, ti4, tr2, tr3, tr4, tr5, w1r, w1i, w2r, w2i, w3r, w3i, w4r, w4i;
int iw1, iw2, iw3, iw4;
iw1 = offset;
iw2 = iw1 + ido;
iw3 = iw2 + ido;
iw4 = iw3 + ido;
int idx0 = l1 * ido;
for (int k = 0; k < l1; k++) {
int idx1 = k * ido;
int idx2 = 5 * idx1;
int idx3 = idx2 + ido;
int idx4 = idx3 + ido;
int idx5 = idx4 + ido;
int idx6 = idx5 + ido;
int idx7 = idx1 + idx0;
int idx8 = idx7 + idx0;
int idx9 = idx8 + idx0;
int idx10 = idx9 + idx0;
int idx11 = out_off + ido - 1;
double i1r = in[in_off + idx1];
double i2r = in[in_off + idx7];
double i3r = in[in_off + idx8];
double i4r = in[in_off + idx9];
double i5r = in[in_off + idx10];
cr2 = i5r + i2r;
ci5 = i5r - i2r;
cr3 = i4r + i3r;
ci4 = i4r - i3r;
out[out_off + idx2] = i1r + cr2 + cr3;
out[idx11 + idx3] = i1r + tr11 * cr2 + tr12 * cr3;
out[out_off + idx4] = ti11 * ci5 + ti12 * ci4;
out[idx11 + idx5] = i1r + tr12 * cr2 + tr11 * cr3;
out[out_off + idx6] = ti12 * ci5 - ti11 * ci4;
}
if (ido == 1) {
return;
}
for (int k = 0; k < l1; ++k) {
int idx1 = k * ido;
int idx2 = 5 * idx1;
int idx3 = idx2 + ido;
int idx4 = idx3 + ido;
int idx5 = idx4 + ido;
int idx6 = idx5 + ido;
int idx7 = idx1 + idx0;
int idx8 = idx7 + idx0;
int idx9 = idx8 + idx0;
int idx10 = idx9 + idx0;
for (i = 2; i < ido; i += 2) {
int widx1 = i - 1 + iw1;
int widx2 = i - 1 + iw2;
int widx3 = i - 1 + iw3;
int widx4 = i - 1 + iw4;
w1r = wtable_r[widx1 - 1];
w1i = wtable_r[widx1];
w2r = wtable_r[widx2 - 1];
w2i = wtable_r[widx2];
w3r = wtable_r[widx3 - 1];
w3i = wtable_r[widx3];
w4r = wtable_r[widx4 - 1];
w4i = wtable_r[widx4];
ic = ido - i;
int idx15 = in_off + i;
int idx16 = out_off + i;
int idx17 = out_off + ic;
int iidx1 = idx15 + idx1;
int iidx2 = idx15 + idx7;
int iidx3 = idx15 + idx8;
int iidx4 = idx15 + idx9;
int iidx5 = idx15 + idx10;
double i1i = in[iidx1 - 1];
double i1r = in[iidx1];
double i2i = in[iidx2 - 1];
double i2r = in[iidx2];
double i3i = in[iidx3 - 1];
double i3r = in[iidx3];
double i4i = in[iidx4 - 1];
double i4r = in[iidx4];
double i5i = in[iidx5 - 1];
double i5r = in[iidx5];
dr2 = w1r * i2i + w1i * i2r;
di2 = w1r * i2r - w1i * i2i;
dr3 = w2r * i3i + w2i * i3r;
di3 = w2r * i3r - w2i * i3i;
dr4 = w3r * i4i + w3i * i4r;
di4 = w3r * i4r - w3i * i4i;
dr5 = w4r * i5i + w4i * i5r;
di5 = w4r * i5r - w4i * i5i;
cr2 = dr2 + dr5;
ci5 = dr5 - dr2;
cr5 = di2 - di5;
ci2 = di2 + di5;
cr3 = dr3 + dr4;
ci4 = dr4 - dr3;
cr4 = di3 - di4;
ci3 = di3 + di4;
tr2 = i1i + tr11 * cr2 + tr12 * cr3;
ti2 = i1r + tr11 * ci2 + tr12 * ci3;
tr3 = i1i + tr12 * cr2 + tr11 * cr3;
ti3 = i1r + tr12 * ci2 + tr11 * ci3;
tr5 = ti11 * cr5 + ti12 * cr4;
ti5 = ti11 * ci5 + ti12 * ci4;
tr4 = ti12 * cr5 - ti11 * cr4;
ti4 = ti12 * ci5 - ti11 * ci4;
int oidx1 = idx16 + idx2;
int oidx2 = idx17 + idx3;
int oidx3 = idx16 + idx4;
int oidx4 = idx17 + idx5;
int oidx5 = idx16 + idx6;
out[oidx1 - 1] = i1i + cr2 + cr3;
out[oidx1] = i1r + ci2 + ci3;
out[oidx3 - 1] = tr2 + tr5;
out[oidx2 - 1] = tr2 - tr5;
out[oidx3] = ti2 + ti5;
out[oidx2] = ti5 - ti2;
out[oidx5 - 1] = tr3 + tr4;
out[oidx4 - 1] = tr3 - tr4;
out[oidx5] = ti3 + ti4;
out[oidx4] = ti4 - ti3;
}
}
}
/*-------------------------------------------------
radf5: Real FFT's forward processing of factor 5
-------------------------------------------------*/
void radf5(final long ido, final long l1, final DoubleLargeArray in, final long in_off, final DoubleLargeArray out, final long out_off, final long offset)
{
final double tr11 = 0.309016994374947451262869435595348477;
final double ti11 = 0.951056516295153531181938433292089030;
final double tr12 = -0.809016994374947340240566973079694435;
final double ti12 = 0.587785252292473248125759255344746634;
long i, ic;
double ci2, di2, ci4, ci5, di3, di4, di5, ci3, cr2, cr3, dr2, dr3, dr4, dr5, cr5, cr4, ti2, ti3, ti5, ti4, tr2, tr3, tr4, tr5, w1r, w1i, w2r, w2i, w3r, w3i, w4r, w4i;
long iw1, iw2, iw3, iw4;
iw1 = offset;
iw2 = iw1 + ido;
iw3 = iw2 + ido;
iw4 = iw3 + ido;
long idx0 = l1 * ido;
for (long k = 0; k < l1; k++) {
long idx1 = k * ido;
long idx2 = 5 * idx1;
long idx3 = idx2 + ido;
long idx4 = idx3 + ido;
long idx5 = idx4 + ido;
long idx6 = idx5 + ido;
long idx7 = idx1 + idx0;
long idx8 = idx7 + idx0;
long idx9 = idx8 + idx0;
long idx10 = idx9 + idx0;
long idx11 = out_off + ido - 1;
double i1r = in.getDouble(in_off + idx1);
double i2r = in.getDouble(in_off + idx7);
double i3r = in.getDouble(in_off + idx8);
double i4r = in.getDouble(in_off + idx9);
double i5r = in.getDouble(in_off + idx10);
cr2 = i5r + i2r;
ci5 = i5r - i2r;
cr3 = i4r + i3r;
ci4 = i4r - i3r;
out.setDouble(out_off + idx2, i1r + cr2 + cr3);
out.setDouble(idx11 + idx3, i1r + tr11 * cr2 + tr12 * cr3);
out.setDouble(out_off + idx4, ti11 * ci5 + ti12 * ci4);
out.setDouble(idx11 + idx5, i1r + tr12 * cr2 + tr11 * cr3);
out.setDouble(out_off + idx6, ti12 * ci5 - ti11 * ci4);
}
if (ido == 1) {
return;
}
for (long k = 0; k < l1; ++k) {
long idx1 = k * ido;
long idx2 = 5 * idx1;
long idx3 = idx2 + ido;
long idx4 = idx3 + ido;
long idx5 = idx4 + ido;
long idx6 = idx5 + ido;
long idx7 = idx1 + idx0;
long idx8 = idx7 + idx0;
long idx9 = idx8 + idx0;
long idx10 = idx9 + idx0;
for (i = 2; i < ido; i += 2) {
long widx1 = i - 1 + iw1;
long widx2 = i - 1 + iw2;
long widx3 = i - 1 + iw3;
long widx4 = i - 1 + iw4;
w1r = wtable_rl.getDouble(widx1 - 1);
w1i = wtable_rl.getDouble(widx1);
w2r = wtable_rl.getDouble(widx2 - 1);
w2i = wtable_rl.getDouble(widx2);
w3r = wtable_rl.getDouble(widx3 - 1);
w3i = wtable_rl.getDouble(widx3);
w4r = wtable_rl.getDouble(widx4 - 1);
w4i = wtable_rl.getDouble(widx4);
ic = ido - i;
long idx15 = in_off + i;
long idx16 = out_off + i;
long idx17 = out_off + ic;
long iidx1 = idx15 + idx1;
long iidx2 = idx15 + idx7;
long iidx3 = idx15 + idx8;
long iidx4 = idx15 + idx9;
long iidx5 = idx15 + idx10;
double i1i = in.getDouble(iidx1 - 1);
double i1r = in.getDouble(iidx1);
double i2i = in.getDouble(iidx2 - 1);
double i2r = in.getDouble(iidx2);
double i3i = in.getDouble(iidx3 - 1);
double i3r = in.getDouble(iidx3);
double i4i = in.getDouble(iidx4 - 1);
double i4r = in.getDouble(iidx4);
double i5i = in.getDouble(iidx5 - 1);
double i5r = in.getDouble(iidx5);
dr2 = w1r * i2i + w1i * i2r;
di2 = w1r * i2r - w1i * i2i;
dr3 = w2r * i3i + w2i * i3r;
di3 = w2r * i3r - w2i * i3i;
dr4 = w3r * i4i + w3i * i4r;
di4 = w3r * i4r - w3i * i4i;
dr5 = w4r * i5i + w4i * i5r;
di5 = w4r * i5r - w4i * i5i;
cr2 = dr2 + dr5;
ci5 = dr5 - dr2;
cr5 = di2 - di5;
ci2 = di2 + di5;
cr3 = dr3 + dr4;
ci4 = dr4 - dr3;
cr4 = di3 - di4;
ci3 = di3 + di4;
tr2 = i1i + tr11 * cr2 + tr12 * cr3;
ti2 = i1r + tr11 * ci2 + tr12 * ci3;
tr3 = i1i + tr12 * cr2 + tr11 * cr3;
ti3 = i1r + tr12 * ci2 + tr11 * ci3;
tr5 = ti11 * cr5 + ti12 * cr4;
ti5 = ti11 * ci5 + ti12 * ci4;
tr4 = ti12 * cr5 - ti11 * cr4;
ti4 = ti12 * ci5 - ti11 * ci4;
long oidx1 = idx16 + idx2;
long oidx2 = idx17 + idx3;
long oidx3 = idx16 + idx4;
long oidx4 = idx17 + idx5;
long oidx5 = idx16 + idx6;
out.setDouble(oidx1 - 1, i1i + cr2 + cr3);
out.setDouble(oidx1, i1r + ci2 + ci3);
out.setDouble(oidx3 - 1, tr2 + tr5);
out.setDouble(oidx2 - 1, tr2 - tr5);
out.setDouble(oidx3, ti2 + ti5);
out.setDouble(oidx2, ti5 - ti2);
out.setDouble(oidx5 - 1, tr3 + tr4);
out.setDouble(oidx4 - 1, tr3 - tr4);
out.setDouble(oidx5, ti3 + ti4);
out.setDouble(oidx4, ti4 - ti3);
}
}
}
/*-------------------------------------------------
radb5: Real FFT's backward processing of factor 5
-------------------------------------------------*/
void radb5(final int ido, final int l1, final double in[], final int in_off, final double out[], final int out_off, final int offset)
{
final double tr11 = 0.309016994374947451262869435595348477;
final double ti11 = 0.951056516295153531181938433292089030;
final double tr12 = -0.809016994374947340240566973079694435;
final double ti12 = 0.587785252292473248125759255344746634;
int i, ic;
double ci2, ci3, ci4, ci5, di3, di4, di5, di2, cr2, cr3, cr5, cr4, ti2, ti3, ti4, ti5, dr3, dr4, dr5, dr2, tr2, tr3, tr4, tr5, w1r, w1i, w2r, w2i, w3r, w3i, w4r, w4i;
int iw1, iw2, iw3, iw4;
iw1 = offset;
iw2 = iw1 + ido;
iw3 = iw2 + ido;
iw4 = iw3 + ido;
int idx0 = l1 * ido;
for (int k = 0; k < l1; k++) {
int idx1 = k * ido;
int idx2 = 5 * idx1;
int idx3 = idx2 + ido;
int idx4 = idx3 + ido;
int idx5 = idx4 + ido;
int idx6 = idx5 + ido;
int idx7 = idx1 + idx0;
int idx8 = idx7 + idx0;
int idx9 = idx8 + idx0;
int idx10 = idx9 + idx0;
int idx11 = in_off + ido - 1;
double i1r = in[in_off + idx2];
ti5 = 2 * in[in_off + idx4];
ti4 = 2 * in[in_off + idx6];
tr2 = 2 * in[idx11 + idx3];
tr3 = 2 * in[idx11 + idx5];
cr2 = i1r + tr11 * tr2 + tr12 * tr3;
cr3 = i1r + tr12 * tr2 + tr11 * tr3;
ci5 = ti11 * ti5 + ti12 * ti4;
ci4 = ti12 * ti5 - ti11 * ti4;
out[out_off + idx1] = i1r + tr2 + tr3;
out[out_off + idx7] = cr2 - ci5;
out[out_off + idx8] = cr3 - ci4;
out[out_off + idx9] = cr3 + ci4;
out[out_off + idx10] = cr2 + ci5;
}
if (ido == 1) {
return;
}
for (int k = 0; k < l1; ++k) {
int idx1 = k * ido;
int idx2 = 5 * idx1;
int idx3 = idx2 + ido;
int idx4 = idx3 + ido;
int idx5 = idx4 + ido;
int idx6 = idx5 + ido;
int idx7 = idx1 + idx0;
int idx8 = idx7 + idx0;
int idx9 = idx8 + idx0;
int idx10 = idx9 + idx0;
for (i = 2; i < ido; i += 2) {
ic = ido - i;
int widx1 = i - 1 + iw1;
int widx2 = i - 1 + iw2;
int widx3 = i - 1 + iw3;
int widx4 = i - 1 + iw4;
w1r = wtable_r[widx1 - 1];
w1i = wtable_r[widx1];
w2r = wtable_r[widx2 - 1];
w2i = wtable_r[widx2];
w3r = wtable_r[widx3 - 1];
w3i = wtable_r[widx3];
w4r = wtable_r[widx4 - 1];
w4i = wtable_r[widx4];
int idx15 = in_off + i;
int idx16 = in_off + ic;
int idx17 = out_off + i;
int iidx1 = idx15 + idx2;
int iidx2 = idx16 + idx3;
int iidx3 = idx15 + idx4;
int iidx4 = idx16 + idx5;
int iidx5 = idx15 + idx6;
double i1i = in[iidx1 - 1];
double i1r = in[iidx1];
double i2i = in[iidx2 - 1];
double i2r = in[iidx2];
double i3i = in[iidx3 - 1];
double i3r = in[iidx3];
double i4i = in[iidx4 - 1];
double i4r = in[iidx4];
double i5i = in[iidx5 - 1];
double i5r = in[iidx5];
ti5 = i3r + i2r;
ti2 = i3r - i2r;
ti4 = i5r + i4r;
ti3 = i5r - i4r;
tr5 = i3i - i2i;
tr2 = i3i + i2i;
tr4 = i5i - i4i;
tr3 = i5i + i4i;
cr2 = i1i + tr11 * tr2 + tr12 * tr3;
ci2 = i1r + tr11 * ti2 + tr12 * ti3;
cr3 = i1i + tr12 * tr2 + tr11 * tr3;
ci3 = i1r + tr12 * ti2 + tr11 * ti3;
cr5 = ti11 * tr5 + ti12 * tr4;
ci5 = ti11 * ti5 + ti12 * ti4;
cr4 = ti12 * tr5 - ti11 * tr4;
ci4 = ti12 * ti5 - ti11 * ti4;
dr3 = cr3 - ci4;
dr4 = cr3 + ci4;
di3 = ci3 + cr4;
di4 = ci3 - cr4;
dr5 = cr2 + ci5;
dr2 = cr2 - ci5;
di5 = ci2 - cr5;
di2 = ci2 + cr5;
int oidx1 = idx17 + idx1;
int oidx2 = idx17 + idx7;
int oidx3 = idx17 + idx8;
int oidx4 = idx17 + idx9;
int oidx5 = idx17 + idx10;
out[oidx1 - 1] = i1i + tr2 + tr3;
out[oidx1] = i1r + ti2 + ti3;
out[oidx2 - 1] = w1r * dr2 - w1i * di2;
out[oidx2] = w1r * di2 + w1i * dr2;
out[oidx3 - 1] = w2r * dr3 - w2i * di3;
out[oidx3] = w2r * di3 + w2i * dr3;
out[oidx4 - 1] = w3r * dr4 - w3i * di4;
out[oidx4] = w3r * di4 + w3i * dr4;
out[oidx5 - 1] = w4r * dr5 - w4i * di5;
out[oidx5] = w4r * di5 + w4i * dr5;
}
}
}
/*-------------------------------------------------
radb5: Real FFT's backward processing of factor 5
-------------------------------------------------*/
void radb5(final long ido, final long l1, final DoubleLargeArray in, final long in_off, final DoubleLargeArray out, final long out_off, final long offset)
{
final double tr11 = 0.309016994374947451262869435595348477;
final double ti11 = 0.951056516295153531181938433292089030;
final double tr12 = -0.809016994374947340240566973079694435;
final double ti12 = 0.587785252292473248125759255344746634;
long i, ic;
double ci2, ci3, ci4, ci5, di3, di4, di5, di2, cr2, cr3, cr5, cr4, ti2, ti3, ti4, ti5, dr3, dr4, dr5, dr2, tr2, tr3, tr4, tr5, w1r, w1i, w2r, w2i, w3r, w3i, w4r, w4i;
long iw1, iw2, iw3, iw4;
iw1 = offset;
iw2 = iw1 + ido;
iw3 = iw2 + ido;
iw4 = iw3 + ido;
long idx0 = l1 * ido;
for (long k = 0; k < l1; k++) {
long idx1 = k * ido;
long idx2 = 5 * idx1;
long idx3 = idx2 + ido;
long idx4 = idx3 + ido;
long idx5 = idx4 + ido;
long idx6 = idx5 + ido;
long idx7 = idx1 + idx0;
long idx8 = idx7 + idx0;
long idx9 = idx8 + idx0;
long idx10 = idx9 + idx0;
long idx11 = in_off + ido - 1;
double i1r = in.getDouble(in_off + idx2);
ti5 = 2 * in.getDouble(in_off + idx4);
ti4 = 2 * in.getDouble(in_off + idx6);
tr2 = 2 * in.getDouble(idx11 + idx3);
tr3 = 2 * in.getDouble(idx11 + idx5);
cr2 = i1r + tr11 * tr2 + tr12 * tr3;
cr3 = i1r + tr12 * tr2 + tr11 * tr3;
ci5 = ti11 * ti5 + ti12 * ti4;
ci4 = ti12 * ti5 - ti11 * ti4;
out.setDouble(out_off + idx1, i1r + tr2 + tr3);
out.setDouble(out_off + idx7, cr2 - ci5);
out.setDouble(out_off + idx8, cr3 - ci4);
out.setDouble(out_off + idx9, cr3 + ci4);
out.setDouble(out_off + idx10, cr2 + ci5);
}
if (ido == 1) {
return;
}
for (long k = 0; k < l1; ++k) {
long idx1 = k * ido;
long idx2 = 5 * idx1;
long idx3 = idx2 + ido;
long idx4 = idx3 + ido;
long idx5 = idx4 + ido;
long idx6 = idx5 + ido;
long idx7 = idx1 + idx0;
long idx8 = idx7 + idx0;
long idx9 = idx8 + idx0;
long idx10 = idx9 + idx0;
for (i = 2; i < ido; i += 2) {
ic = ido - i;
long widx1 = i - 1 + iw1;
long widx2 = i - 1 + iw2;
long widx3 = i - 1 + iw3;
long widx4 = i - 1 + iw4;
w1r = wtable_rl.getDouble(widx1 - 1);
w1i = wtable_rl.getDouble(widx1);
w2r = wtable_rl.getDouble(widx2 - 1);
w2i = wtable_rl.getDouble(widx2);
w3r = wtable_rl.getDouble(widx3 - 1);
w3i = wtable_rl.getDouble(widx3);
w4r = wtable_rl.getDouble(widx4 - 1);
w4i = wtable_rl.getDouble(widx4);
long idx15 = in_off + i;
long idx16 = in_off + ic;
long idx17 = out_off + i;
long iidx1 = idx15 + idx2;
long iidx2 = idx16 + idx3;
long iidx3 = idx15 + idx4;
long iidx4 = idx16 + idx5;
long iidx5 = idx15 + idx6;
double i1i = in.getDouble(iidx1 - 1);
double i1r = in.getDouble(iidx1);
double i2i = in.getDouble(iidx2 - 1);
double i2r = in.getDouble(iidx2);
double i3i = in.getDouble(iidx3 - 1);
double i3r = in.getDouble(iidx3);
double i4i = in.getDouble(iidx4 - 1);
double i4r = in.getDouble(iidx4);
double i5i = in.getDouble(iidx5 - 1);
double i5r = in.getDouble(iidx5);
ti5 = i3r + i2r;
ti2 = i3r - i2r;
ti4 = i5r + i4r;
ti3 = i5r - i4r;
tr5 = i3i - i2i;
tr2 = i3i + i2i;
tr4 = i5i - i4i;
tr3 = i5i + i4i;
cr2 = i1i + tr11 * tr2 + tr12 * tr3;
ci2 = i1r + tr11 * ti2 + tr12 * ti3;
cr3 = i1i + tr12 * tr2 + tr11 * tr3;
ci3 = i1r + tr12 * ti2 + tr11 * ti3;
cr5 = ti11 * tr5 + ti12 * tr4;
ci5 = ti11 * ti5 + ti12 * ti4;
cr4 = ti12 * tr5 - ti11 * tr4;
ci4 = ti12 * ti5 - ti11 * ti4;
dr3 = cr3 - ci4;
dr4 = cr3 + ci4;
di3 = ci3 + cr4;
di4 = ci3 - cr4;
dr5 = cr2 + ci5;
dr2 = cr2 - ci5;
di5 = ci2 - cr5;
di2 = ci2 + cr5;
long oidx1 = idx17 + idx1;
long oidx2 = idx17 + idx7;
long oidx3 = idx17 + idx8;
long oidx4 = idx17 + idx9;
long oidx5 = idx17 + idx10;
out.setDouble(oidx1 - 1, i1i + tr2 + tr3);
out.setDouble(oidx1, i1r + ti2 + ti3);
out.setDouble(oidx2 - 1, w1r * dr2 - w1i * di2);
out.setDouble(oidx2, w1r * di2 + w1i * dr2);
out.setDouble(oidx3 - 1, w2r * dr3 - w2i * di3);
out.setDouble(oidx3, w2r * di3 + w2i * dr3);
out.setDouble(oidx4 - 1, w3r * dr4 - w3i * di4);
out.setDouble(oidx4, w3r * di4 + w3i * dr4);
out.setDouble(oidx5 - 1, w4r * dr5 - w4i * di5);
out.setDouble(oidx5, w4r * di5 + w4i * dr5);
}
}
}
/*---------------------------------------------------------
radfg: Real FFT's forward processing of general factor
--------------------------------------------------------*/
void radfg(final int ido, final int ip, final int l1, final int idl1, final double in[], final int in_off, final double out[], final int out_off, final int offset)
{
int idij, ipph, j2, ic, jc, lc, is, nbd;
double dc2, ai1, ai2, ar1, ar2, ds2, dcp, arg, dsp, ar1h, ar2h, w1r, w1i;
int iw1 = offset;
arg = TWO_PI / (double) ip;
dcp = cos(arg);
dsp = sin(arg);
ipph = (ip + 1) / 2;
nbd = (ido - 1) / 2;
if (ido != 1) {
for (int ik = 0; ik < idl1; ik++) {
out[out_off + ik] = in[in_off + ik];
}
for (int j = 1; j < ip; j++) {
int idx1 = j * l1 * ido;
for (int k = 0; k < l1; k++) {
int idx2 = k * ido + idx1;
out[out_off + idx2] = in[in_off + idx2];
}
}
if (nbd <= l1) {
is = -ido;
for (int j = 1; j < ip; j++) {
is += ido;
idij = is - 1;
int idx1 = j * l1 * ido;
for (int i = 2; i < ido; i += 2) {
idij += 2;
int idx2 = idij + iw1;
int idx4 = in_off + i;
int idx5 = out_off + i;
w1r = wtable_r[idx2 - 1];
w1i = wtable_r[idx2];
for (int k = 0; k < l1; k++) {
int idx3 = k * ido + idx1;
int oidx1 = idx5 + idx3;
int iidx1 = idx4 + idx3;
double i1i = in[iidx1 - 1];
double i1r = in[iidx1];
out[oidx1 - 1] = w1r * i1i + w1i * i1r;
out[oidx1] = w1r * i1r - w1i * i1i;
}
}
}
} else {
is = -ido;
for (int j = 1; j < ip; j++) {
is += ido;
int idx1 = j * l1 * ido;
for (int k = 0; k < l1; k++) {
idij = is - 1;
int idx3 = k * ido + idx1;
for (int i = 2; i < ido; i += 2) {
idij += 2;
int idx2 = idij + iw1;
w1r = wtable_r[idx2 - 1];
w1i = wtable_r[idx2];
int oidx1 = out_off + i + idx3;
int iidx1 = in_off + i + idx3;
double i1i = in[iidx1 - 1];
double i1r = in[iidx1];
out[oidx1 - 1] = w1r * i1i + w1i * i1r;
out[oidx1] = w1r * i1r - w1i * i1i;
}
}
}
}
if (nbd >= l1) {
for (int j = 1; j < ipph; j++) {
jc = ip - j;
int idx1 = j * l1 * ido;
int idx2 = jc * l1 * ido;
for (int k = 0; k < l1; k++) {
int idx3 = k * ido + idx1;
int idx4 = k * ido + idx2;
for (int i = 2; i < ido; i += 2) {
int idx5 = in_off + i;
int idx6 = out_off + i;
int iidx1 = idx5 + idx3;
int iidx2 = idx5 + idx4;
int oidx1 = idx6 + idx3;
int oidx2 = idx6 + idx4;
double o1i = out[oidx1 - 1];
double o1r = out[oidx1];
double o2i = out[oidx2 - 1];
double o2r = out[oidx2];
in[iidx1 - 1] = o1i + o2i;
in[iidx1] = o1r + o2r;
in[iidx2 - 1] = o1r - o2r;
in[iidx2] = o2i - o1i;
}
}
}
} else {
for (int j = 1; j < ipph; j++) {
jc = ip - j;
int idx1 = j * l1 * ido;
int idx2 = jc * l1 * ido;
for (int i = 2; i < ido; i += 2) {
int idx5 = in_off + i;
int idx6 = out_off + i;
for (int k = 0; k < l1; k++) {
int idx3 = k * ido + idx1;
int idx4 = k * ido + idx2;
int iidx1 = idx5 + idx3;
int iidx2 = idx5 + idx4;
int oidx1 = idx6 + idx3;
int oidx2 = idx6 + idx4;
double o1i = out[oidx1 - 1];
double o1r = out[oidx1];
double o2i = out[oidx2 - 1];
double o2r = out[oidx2];
in[iidx1 - 1] = o1i + o2i;
in[iidx1] = o1r + o2r;
in[iidx2 - 1] = o1r - o2r;
in[iidx2] = o2i - o1i;
}
}
}
}
} else {
System.arraycopy(out, out_off, in, in_off, idl1);
}
for (int j = 1; j < ipph; j++) {
jc = ip - j;
int idx1 = j * l1 * ido;
int idx2 = jc * l1 * ido;
for (int k = 0; k < l1; k++) {
int idx3 = k * ido + idx1;
int idx4 = k * ido + idx2;
int oidx1 = out_off + idx3;
int oidx2 = out_off + idx4;
double o1r = out[oidx1];
double o2r = out[oidx2];
in[in_off + idx3] = o1r + o2r;
in[in_off + idx4] = o2r - o1r;
}
}
ar1 = 1;
ai1 = 0;
int idx0 = (ip - 1) * idl1;
for (int l = 1; l < ipph; l++) {
lc = ip - l;
ar1h = dcp * ar1 - dsp * ai1;
ai1 = dcp * ai1 + dsp * ar1;
ar1 = ar1h;
int idx1 = l * idl1;
int idx2 = lc * idl1;
for (int ik = 0; ik < idl1; ik++) {
int idx3 = out_off + ik;
int idx4 = in_off + ik;
out[idx3 + idx1] = in[idx4] + ar1 * in[idx4 + idl1];
out[idx3 + idx2] = ai1 * in[idx4 + idx0];
}
dc2 = ar1;
ds2 = ai1;
ar2 = ar1;
ai2 = ai1;
for (int j = 2; j < ipph; j++) {
jc = ip - j;
ar2h = dc2 * ar2 - ds2 * ai2;
ai2 = dc2 * ai2 + ds2 * ar2;
ar2 = ar2h;
int idx3 = j * idl1;
int idx4 = jc * idl1;
for (int ik = 0; ik < idl1; ik++) {
int idx5 = out_off + ik;
int idx6 = in_off + ik;
out[idx5 + idx1] += ar2 * in[idx6 + idx3];
out[idx5 + idx2] += ai2 * in[idx6 + idx4];
}
}
}
for (int j = 1; j < ipph; j++) {
int idx1 = j * idl1;
for (int ik = 0; ik < idl1; ik++) {
out[out_off + ik] += in[in_off + ik + idx1];
}
}
if (ido >= l1) {
for (int k = 0; k < l1; k++) {
int idx1 = k * ido;
int idx2 = idx1 * ip;
for (int i = 0; i < ido; i++) {
in[in_off + i + idx2] = out[out_off + i + idx1];
}
}
} else {
for (int i = 0; i < ido; i++) {
for (int k = 0; k < l1; k++) {
int idx1 = k * ido;
in[in_off + i + idx1 * ip] = out[out_off + i + idx1];
}
}
}
int idx01 = ip * ido;
for (int j = 1; j < ipph; j++) {
jc = ip - j;
j2 = 2 * j;
int idx1 = j * l1 * ido;
int idx2 = jc * l1 * ido;
int idx3 = j2 * ido;
for (int k = 0; k < l1; k++) {
int idx4 = k * ido;
int idx5 = idx4 + idx1;
int idx6 = idx4 + idx2;
int idx7 = k * idx01;
in[in_off + ido - 1 + idx3 - ido + idx7] = out[out_off + idx5];
in[in_off + idx3 + idx7] = out[out_off + idx6];
}
}
if (ido == 1) {
return;
}
if (nbd >= l1) {
for (int j = 1; j < ipph; j++) {
jc = ip - j;
j2 = 2 * j;
int idx1 = j * l1 * ido;
int idx2 = jc * l1 * ido;
int idx3 = j2 * ido;
for (int k = 0; k < l1; k++) {
int idx4 = k * idx01;
int idx5 = k * ido;
for (int i = 2; i < ido; i += 2) {
ic = ido - i;
int idx6 = in_off + i;
int idx7 = in_off + ic;
int idx8 = out_off + i;
int iidx1 = idx6 + idx3 + idx4;
int iidx2 = idx7 + idx3 - ido + idx4;
int oidx1 = idx8 + idx5 + idx1;
int oidx2 = idx8 + idx5 + idx2;
double o1i = out[oidx1 - 1];
double o1r = out[oidx1];
double o2i = out[oidx2 - 1];
double o2r = out[oidx2];
in[iidx1 - 1] = o1i + o2i;
in[iidx2 - 1] = o1i - o2i;
in[iidx1] = o1r + o2r;
in[iidx2] = o2r - o1r;
}
}
}
} else {
for (int j = 1; j < ipph; j++) {
jc = ip - j;
j2 = 2 * j;
int idx1 = j * l1 * ido;
int idx2 = jc * l1 * ido;
int idx3 = j2 * ido;
for (int i = 2; i < ido; i += 2) {
ic = ido - i;
int idx6 = in_off + i;
int idx7 = in_off + ic;
int idx8 = out_off + i;
for (int k = 0; k < l1; k++) {
int idx4 = k * idx01;
int idx5 = k * ido;
int iidx1 = idx6 + idx3 + idx4;
int iidx2 = idx7 + idx3 - ido + idx4;
int oidx1 = idx8 + idx5 + idx1;
int oidx2 = idx8 + idx5 + idx2;
double o1i = out[oidx1 - 1];
double o1r = out[oidx1];
double o2i = out[oidx2 - 1];
double o2r = out[oidx2];
in[iidx1 - 1] = o1i + o2i;
in[iidx2 - 1] = o1i - o2i;
in[iidx1] = o1r + o2r;
in[iidx2] = o2r - o1r;
}
}
}
}
}
/*---------------------------------------------------------
radfg: Real FFT's forward processing of general factor
--------------------------------------------------------*/
void radfg(final long ido, final long ip, final long l1, final long idl1, final DoubleLargeArray in, final long in_off, final DoubleLargeArray out, final long out_off, final long offset)
{
long idij, ipph, j2, ic, jc, lc, is, nbd;
double dc2, ai1, ai2, ar1, ar2, ds2, dcp, arg, dsp, ar1h, ar2h, w1r, w1i;
long iw1 = offset;
arg = TWO_PI / (double) ip;
dcp = cos(arg);
dsp = sin(arg);
ipph = (ip + 1) / 2;
nbd = (ido - 1) / 2;
if (ido != 1) {
for (long ik = 0; ik < idl1; ik++) {
out.setDouble(out_off + ik, in.getDouble(in_off + ik));
}
for (long j = 1; j < ip; j++) {
long idx1 = j * l1 * ido;
for (long k = 0; k < l1; k++) {
long idx2 = k * ido + idx1;
out.setDouble(out_off + idx2, in.getDouble(in_off + idx2));
}
}
if (nbd <= l1) {
is = -ido;
for (long j = 1; j < ip; j++) {
is += ido;
idij = is - 1;
long idx1 = j * l1 * ido;
for (long i = 2; i < ido; i += 2) {
idij += 2;
long idx2 = idij + iw1;
long idx4 = in_off + i;
long idx5 = out_off + i;
w1r = wtable_rl.getDouble(idx2 - 1);
w1i = wtable_rl.getDouble(idx2);
for (long k = 0; k < l1; k++) {
long idx3 = k * ido + idx1;
long oidx1 = idx5 + idx3;
long iidx1 = idx4 + idx3;
double i1i = in.getDouble(iidx1 - 1);
double i1r = in.getDouble(iidx1);
out.setDouble(oidx1 - 1, w1r * i1i + w1i * i1r);
out.setDouble(oidx1, w1r * i1r - w1i * i1i);
}
}
}
} else {
is = -ido;
for (long j = 1; j < ip; j++) {
is += ido;
long idx1 = j * l1 * ido;
for (long k = 0; k < l1; k++) {
idij = is - 1;
long idx3 = k * ido + idx1;
for (long i = 2; i < ido; i += 2) {
idij += 2;
long idx2 = idij + iw1;
w1r = wtable_rl.getDouble(idx2 - 1);
w1i = wtable_rl.getDouble(idx2);
long oidx1 = out_off + i + idx3;
long iidx1 = in_off + i + idx3;
double i1i = in.getDouble(iidx1 - 1);
double i1r = in.getDouble(iidx1);
out.setDouble(oidx1 - 1, w1r * i1i + w1i * i1r);
out.setDouble(oidx1, w1r * i1r - w1i * i1i);
}
}
}
}
if (nbd >= l1) {
for (long j = 1; j < ipph; j++) {
jc = ip - j;
long idx1 = j * l1 * ido;
long idx2 = jc * l1 * ido;
for (long k = 0; k < l1; k++) {
long idx3 = k * ido + idx1;
long idx4 = k * ido + idx2;
for (long i = 2; i < ido; i += 2) {
long idx5 = in_off + i;
long idx6 = out_off + i;
long iidx1 = idx5 + idx3;
long iidx2 = idx5 + idx4;
long oidx1 = idx6 + idx3;
long oidx2 = idx6 + idx4;
double o1i = out.getDouble(oidx1 - 1);
double o1r = out.getDouble(oidx1);
double o2i = out.getDouble(oidx2 - 1);
double o2r = out.getDouble(oidx2);
in.setDouble(iidx1 - 1, o1i + o2i);
in.setDouble(iidx1, o1r + o2r);
in.setDouble(iidx2 - 1, o1r - o2r);
in.setDouble(iidx2, o2i - o1i);
}
}
}
} else {
for (long j = 1; j < ipph; j++) {
jc = ip - j;
long idx1 = j * l1 * ido;
long idx2 = jc * l1 * ido;
for (long i = 2; i < ido; i += 2) {
long idx5 = in_off + i;
long idx6 = out_off + i;
for (long k = 0; k < l1; k++) {
long idx3 = k * ido + idx1;
long idx4 = k * ido + idx2;
long iidx1 = idx5 + idx3;
long iidx2 = idx5 + idx4;
long oidx1 = idx6 + idx3;
long oidx2 = idx6 + idx4;
double o1i = out.getDouble(oidx1 - 1);
double o1r = out.getDouble(oidx1);
double o2i = out.getDouble(oidx2 - 1);
double o2r = out.getDouble(oidx2);
in.setDouble(iidx1 - 1, o1i + o2i);
in.setDouble(iidx1, o1r + o2r);
in.setDouble(iidx2 - 1, o1r - o2r);
in.setDouble(iidx2, o2i - o1i);
}
}
}
}
} else {
LargeArrayUtils.arraycopy(out, out_off, in, in_off, idl1);
}
for (long j = 1; j < ipph; j++) {
jc = ip - j;
long idx1 = j * l1 * ido;
long idx2 = jc * l1 * ido;
for (long k = 0; k < l1; k++) {
long idx3 = k * ido + idx1;
long idx4 = k * ido + idx2;
long oidx1 = out_off + idx3;
long oidx2 = out_off + idx4;
double o1r = out.getDouble(oidx1);
double o2r = out.getDouble(oidx2);
in.setDouble(in_off + idx3, o1r + o2r);
in.setDouble(in_off + idx4, o2r - o1r);
}
}
ar1 = 1;
ai1 = 0;
long idx0 = (ip - 1) * idl1;
for (long l = 1; l < ipph; l++) {
lc = ip - l;
ar1h = dcp * ar1 - dsp * ai1;
ai1 = dcp * ai1 + dsp * ar1;
ar1 = ar1h;
long idx1 = l * idl1;
long idx2 = lc * idl1;
for (long ik = 0; ik < idl1; ik++) {
long idx3 = out_off + ik;
long idx4 = in_off + ik;
out.setDouble(idx3 + idx1, in.getDouble(idx4) + ar1 * in.getDouble(idx4 + idl1));
out.setDouble(idx3 + idx2, ai1 * in.getDouble(idx4 + idx0));
}
dc2 = ar1;
ds2 = ai1;
ar2 = ar1;
ai2 = ai1;
for (long j = 2; j < ipph; j++) {
jc = ip - j;
ar2h = dc2 * ar2 - ds2 * ai2;
ai2 = dc2 * ai2 + ds2 * ar2;
ar2 = ar2h;
long idx3 = j * idl1;
long idx4 = jc * idl1;
for (long ik = 0; ik < idl1; ik++) {
long idx5 = out_off + ik;
long idx6 = in_off + ik;
out.setDouble(idx5 + idx1, out.getDouble(idx5 + idx1) + ar2 * in.getDouble(idx6 + idx3));
out.setDouble(idx5 + idx2, out.getDouble(idx5 + idx2) + ai2 * in.getDouble(idx6 + idx4));
}
}
}
for (long j = 1; j < ipph; j++) {
long idx1 = j * idl1;
for (long ik = 0; ik < idl1; ik++) {
out.setDouble(out_off + ik, out.getDouble(out_off + ik) + in.getDouble(in_off + ik + idx1));
}
}
if (ido >= l1) {
for (long k = 0; k < l1; k++) {
long idx1 = k * ido;
long idx2 = idx1 * ip;
for (long i = 0; i < ido; i++) {
in.setDouble(in_off + i + idx2, out.getDouble(out_off + i + idx1));
}
}
} else {
for (long i = 0; i < ido; i++) {
for (long k = 0; k < l1; k++) {
long idx1 = k * ido;
in.setDouble(in_off + i + idx1 * ip, out.getDouble(out_off + i + idx1));
}
}
}
long idx01 = ip * ido;
for (long j = 1; j < ipph; j++) {
jc = ip - j;
j2 = 2 * j;
long idx1 = j * l1 * ido;
long idx2 = jc * l1 * ido;
long idx3 = j2 * ido;
for (long k = 0; k < l1; k++) {
long idx4 = k * ido;
long idx5 = idx4 + idx1;
long idx6 = idx4 + idx2;
long idx7 = k * idx01;
in.setDouble(in_off + ido - 1 + idx3 - ido + idx7, out.getDouble(out_off + idx5));
in.setDouble(in_off + idx3 + idx7, out.getDouble(out_off + idx6));
}
}
if (ido == 1) {
return;
}
if (nbd >= l1) {
for (long j = 1; j < ipph; j++) {
jc = ip - j;
j2 = 2 * j;
long idx1 = j * l1 * ido;
long idx2 = jc * l1 * ido;
long idx3 = j2 * ido;
for (long k = 0; k < l1; k++) {
long idx4 = k * idx01;
long idx5 = k * ido;
for (long i = 2; i < ido; i += 2) {
ic = ido - i;
long idx6 = in_off + i;
long idx7 = in_off + ic;
long idx8 = out_off + i;
long iidx1 = idx6 + idx3 + idx4;
long iidx2 = idx7 + idx3 - ido + idx4;
long oidx1 = idx8 + idx5 + idx1;
long oidx2 = idx8 + idx5 + idx2;
double o1i = out.getDouble(oidx1 - 1);
double o1r = out.getDouble(oidx1);
double o2i = out.getDouble(oidx2 - 1);
double o2r = out.getDouble(oidx2);
in.setDouble(iidx1 - 1, o1i + o2i);
in.setDouble(iidx2 - 1, o1i - o2i);
in.setDouble(iidx1, o1r + o2r);
in.setDouble(iidx2, o2r - o1r);
}
}
}
} else {
for (long j = 1; j < ipph; j++) {
jc = ip - j;
j2 = 2 * j;
long idx1 = j * l1 * ido;
long idx2 = jc * l1 * ido;
long idx3 = j2 * ido;
for (long i = 2; i < ido; i += 2) {
ic = ido - i;
long idx6 = in_off + i;
long idx7 = in_off + ic;
long idx8 = out_off + i;
for (long k = 0; k < l1; k++) {
long idx4 = k * idx01;
long idx5 = k * ido;
long iidx1 = idx6 + idx3 + idx4;
long iidx2 = idx7 + idx3 - ido + idx4;
long oidx1 = idx8 + idx5 + idx1;
long oidx2 = idx8 + idx5 + idx2;
double o1i = out.getDouble(oidx1 - 1);
double o1r = out.getDouble(oidx1);
double o2i = out.getDouble(oidx2 - 1);
double o2r = out.getDouble(oidx2);
in.setDouble(iidx1 - 1, o1i + o2i);
in.setDouble(iidx2 - 1, o1i - o2i);
in.setDouble(iidx1, o1r + o2r);
in.setDouble(iidx2, o2r - o1r);
}
}
}
}
}
/*---------------------------------------------------------
radbg: Real FFT's backward processing of general factor
--------------------------------------------------------*/
void radbg(final int ido, final int ip, final int l1, final int idl1, final double in[], final int in_off, final double out[], final int out_off, final int offset)
{
int idij, ipph, j2, ic, jc, lc, is;
double dc2, ai1, ai2, ar1, ar2, ds2, w1r, w1i;
int nbd;
double dcp, arg, dsp, ar1h, ar2h;
int iw1 = offset;
arg = TWO_PI / (double) ip;
dcp = cos(arg);
dsp = sin(arg);
nbd = (ido - 1) / 2;
ipph = (ip + 1) / 2;
int idx0 = ip * ido;
if (ido >= l1) {
for (int k = 0; k < l1; k++) {
int idx1 = k * ido;
int idx2 = k * idx0;
for (int i = 0; i < ido; i++) {
out[out_off + i + idx1] = in[in_off + i + idx2];
}
}
} else {
for (int i = 0; i < ido; i++) {
int idx1 = out_off + i;
int idx2 = in_off + i;
for (int k = 0; k < l1; k++) {
out[idx1 + k * ido] = in[idx2 + k * idx0];
}
}
}
int iidx0 = in_off + ido - 1;
for (int j = 1; j < ipph; j++) {
jc = ip - j;
j2 = 2 * j;
int idx1 = j * l1 * ido;
int idx2 = jc * l1 * ido;
int idx3 = j2 * ido;
for (int k = 0; k < l1; k++) {
int idx4 = k * ido;
int idx5 = idx4 * ip;
int iidx1 = iidx0 + idx3 + idx5 - ido;
int iidx2 = in_off + idx3 + idx5;
double i1r = in[iidx1];
double i2r = in[iidx2];
out[out_off + idx4 + idx1] = i1r + i1r;
out[out_off + idx4 + idx2] = i2r + i2r;
}
}
if (ido != 1) {
if (nbd >= l1) {
for (int j = 1; j < ipph; j++) {
jc = ip - j;
int idx1 = j * l1 * ido;
int idx2 = jc * l1 * ido;
int idx3 = 2 * j * ido;
for (int k = 0; k < l1; k++) {
int idx4 = k * ido + idx1;
int idx5 = k * ido + idx2;
int idx6 = k * ip * ido + idx3;
for (int i = 2; i < ido; i += 2) {
ic = ido - i;
int idx7 = out_off + i;
int idx8 = in_off + ic;
int idx9 = in_off + i;
int oidx1 = idx7 + idx4;
int oidx2 = idx7 + idx5;
int iidx1 = idx9 + idx6;
int iidx2 = idx8 + idx6 - ido;
double a1i = in[iidx1 - 1];
double a1r = in[iidx1];
double a2i = in[iidx2 - 1];
double a2r = in[iidx2];
out[oidx1 - 1] = a1i + a2i;
out[oidx2 - 1] = a1i - a2i;
out[oidx1] = a1r - a2r;
out[oidx2] = a1r + a2r;
}
}
}
} else {
for (int j = 1; j < ipph; j++) {
jc = ip - j;
int idx1 = j * l1 * ido;
int idx2 = jc * l1 * ido;
int idx3 = 2 * j * ido;
for (int i = 2; i < ido; i += 2) {
ic = ido - i;
int idx7 = out_off + i;
int idx8 = in_off + ic;
int idx9 = in_off + i;
for (int k = 0; k < l1; k++) {
int idx4 = k * ido + idx1;
int idx5 = k * ido + idx2;
int idx6 = k * ip * ido + idx3;
int oidx1 = idx7 + idx4;
int oidx2 = idx7 + idx5;
int iidx1 = idx9 + idx6;
int iidx2 = idx8 + idx6 - ido;
double a1i = in[iidx1 - 1];
double a1r = in[iidx1];
double a2i = in[iidx2 - 1];
double a2r = in[iidx2];
out[oidx1 - 1] = a1i + a2i;
out[oidx2 - 1] = a1i - a2i;
out[oidx1] = a1r - a2r;
out[oidx2] = a1r + a2r;
}
}
}
}
}
ar1 = 1;
ai1 = 0;
int idx01 = (ip - 1) * idl1;
for (int l = 1; l < ipph; l++) {
lc = ip - l;
ar1h = dcp * ar1 - dsp * ai1;
ai1 = dcp * ai1 + dsp * ar1;
ar1 = ar1h;
int idx1 = l * idl1;
int idx2 = lc * idl1;
for (int ik = 0; ik < idl1; ik++) {
int idx3 = in_off + ik;
int idx4 = out_off + ik;
in[idx3 + idx1] = out[idx4] + ar1 * out[idx4 + idl1];
in[idx3 + idx2] = ai1 * out[idx4 + idx01];
}
dc2 = ar1;
ds2 = ai1;
ar2 = ar1;
ai2 = ai1;
for (int j = 2; j < ipph; j++) {
jc = ip - j;
ar2h = dc2 * ar2 - ds2 * ai2;
ai2 = dc2 * ai2 + ds2 * ar2;
ar2 = ar2h;
int idx5 = j * idl1;
int idx6 = jc * idl1;
for (int ik = 0; ik < idl1; ik++) {
int idx7 = in_off + ik;
int idx8 = out_off + ik;
in[idx7 + idx1] += ar2 * out[idx8 + idx5];
in[idx7 + idx2] += ai2 * out[idx8 + idx6];
}
}
}
for (int j = 1; j < ipph; j++) {
int idx1 = j * idl1;
for (int ik = 0; ik < idl1; ik++) {
int idx2 = out_off + ik;
out[idx2] += out[idx2 + idx1];
}
}
for (int j = 1; j < ipph; j++) {
jc = ip - j;
int idx1 = j * l1 * ido;
int idx2 = jc * l1 * ido;
for (int k = 0; k < l1; k++) {
int idx3 = k * ido;
int oidx1 = out_off + idx3;
int iidx1 = in_off + idx3 + idx1;
int iidx2 = in_off + idx3 + idx2;
double i1r = in[iidx1];
double i2r = in[iidx2];
out[oidx1 + idx1] = i1r - i2r;
out[oidx1 + idx2] = i1r + i2r;
}
}
if (ido == 1) {
return;
}
if (nbd >= l1) {
for (int j = 1; j < ipph; j++) {
jc = ip - j;
int idx1 = j * l1 * ido;
int idx2 = jc * l1 * ido;
for (int k = 0; k < l1; k++) {
int idx3 = k * ido;
for (int i = 2; i < ido; i += 2) {
int idx4 = out_off + i;
int idx5 = in_off + i;
int oidx1 = idx4 + idx3 + idx1;
int oidx2 = idx4 + idx3 + idx2;
int iidx1 = idx5 + idx3 + idx1;
int iidx2 = idx5 + idx3 + idx2;
double i1i = in[iidx1 - 1];
double i1r = in[iidx1];
double i2i = in[iidx2 - 1];
double i2r = in[iidx2];
out[oidx1 - 1] = i1i - i2r;
out[oidx2 - 1] = i1i + i2r;
out[oidx1] = i1r + i2i;
out[oidx2] = i1r - i2i;
}
}
}
} else {
for (int j = 1; j < ipph; j++) {
jc = ip - j;
int idx1 = j * l1 * ido;
int idx2 = jc * l1 * ido;
for (int i = 2; i < ido; i += 2) {
int idx4 = out_off + i;
int idx5 = in_off + i;
for (int k = 0; k < l1; k++) {
int idx3 = k * ido;
int oidx1 = idx4 + idx3 + idx1;
int oidx2 = idx4 + idx3 + idx2;
int iidx1 = idx5 + idx3 + idx1;
int iidx2 = idx5 + idx3 + idx2;
double i1i = in[iidx1 - 1];
double i1r = in[iidx1];
double i2i = in[iidx2 - 1];
double i2r = in[iidx2];
out[oidx1 - 1] = i1i - i2r;
out[oidx2 - 1] = i1i + i2r;
out[oidx1] = i1r + i2i;
out[oidx2] = i1r - i2i;
}
}
}
}
System.arraycopy(out, out_off, in, in_off, idl1);
for (int j = 1; j < ip; j++) {
int idx1 = j * l1 * ido;
for (int k = 0; k < l1; k++) {
int idx2 = k * ido + idx1;
in[in_off + idx2] = out[out_off + idx2];
}
}
if (nbd <= l1) {
is = -ido;
for (int j = 1; j < ip; j++) {
is += ido;
idij = is - 1;
int idx1 = j * l1 * ido;
for (int i = 2; i < ido; i += 2) {
idij += 2;
int idx2 = idij + iw1;
w1r = wtable_r[idx2 - 1];
w1i = wtable_r[idx2];
int idx4 = in_off + i;
int idx5 = out_off + i;
for (int k = 0; k < l1; k++) {
int idx3 = k * ido + idx1;
int iidx1 = idx4 + idx3;
int oidx1 = idx5 + idx3;
double o1i = out[oidx1 - 1];
double o1r = out[oidx1];
in[iidx1 - 1] = w1r * o1i - w1i * o1r;
in[iidx1] = w1r * o1r + w1i * o1i;
}
}
}
} else {
is = -ido;
for (int j = 1; j < ip; j++) {
is += ido;
int idx1 = j * l1 * ido;
for (int k = 0; k < l1; k++) {
idij = is - 1;
int idx3 = k * ido + idx1;
for (int i = 2; i < ido; i += 2) {
idij += 2;
int idx2 = idij + iw1;
w1r = wtable_r[idx2 - 1];
w1i = wtable_r[idx2];
int idx4 = in_off + i;
int idx5 = out_off + i;
int iidx1 = idx4 + idx3;
int oidx1 = idx5 + idx3;
double o1i = out[oidx1 - 1];
double o1r = out[oidx1];
in[iidx1 - 1] = w1r * o1i - w1i * o1r;
in[iidx1] = w1r * o1r + w1i * o1i;
}
}
}
}
}
/*---------------------------------------------------------
radbg: Real FFT's backward processing of general factor
--------------------------------------------------------*/
void radbg(final long ido, final long ip, final long l1, final long idl1, final DoubleLargeArray in, final long in_off, final DoubleLargeArray out, final long out_off, final long offset)
{
long idij, ipph, j2, ic, jc, lc, is;
double dc2, ai1, ai2, ar1, ar2, ds2, w1r, w1i;
long nbd;
double dcp, arg, dsp, ar1h, ar2h;
long iw1 = offset;
arg = TWO_PI / (double) ip;
dcp = cos(arg);
dsp = sin(arg);
nbd = (ido - 1) / 2;
ipph = (ip + 1) / 2;
long idx0 = ip * ido;
if (ido >= l1) {
for (long k = 0; k < l1; k++) {
long idx1 = k * ido;
long idx2 = k * idx0;
for (long i = 0; i < ido; i++) {
out.setDouble(out_off + i + idx1, in.getDouble(in_off + i + idx2));
}
}
} else {
for (long i = 0; i < ido; i++) {
long idx1 = out_off + i;
long idx2 = in_off + i;
for (long k = 0; k < l1; k++) {
out.setDouble(idx1 + k * ido, in.getDouble(idx2 + k * idx0));
}
}
}
long iidx0 = in_off + ido - 1;
for (long j = 1; j < ipph; j++) {
jc = ip - j;
j2 = 2 * j;
long idx1 = j * l1 * ido;
long idx2 = jc * l1 * ido;
long idx3 = j2 * ido;
for (long k = 0; k < l1; k++) {
long idx4 = k * ido;
long idx5 = idx4 * ip;
long iidx1 = iidx0 + idx3 + idx5 - ido;
long iidx2 = in_off + idx3 + idx5;
double i1r = in.getDouble(iidx1);
double i2r = in.getDouble(iidx2);
out.setDouble(out_off + idx4 + idx1, i1r + i1r);
out.setDouble(out_off + idx4 + idx2, i2r + i2r);
}
}
if (ido != 1) {
if (nbd >= l1) {
for (long j = 1; j < ipph; j++) {
jc = ip - j;
long idx1 = j * l1 * ido;
long idx2 = jc * l1 * ido;
long idx3 = 2 * j * ido;
for (long k = 0; k < l1; k++) {
long idx4 = k * ido + idx1;
long idx5 = k * ido + idx2;
long idx6 = k * ip * ido + idx3;
for (long i = 2; i < ido; i += 2) {
ic = ido - i;
long idx7 = out_off + i;
long idx8 = in_off + ic;
long idx9 = in_off + i;
long oidx1 = idx7 + idx4;
long oidx2 = idx7 + idx5;
long iidx1 = idx9 + idx6;
long iidx2 = idx8 + idx6 - ido;
double a1i = in.getDouble(iidx1 - 1);
double a1r = in.getDouble(iidx1);
double a2i = in.getDouble(iidx2 - 1);
double a2r = in.getDouble(iidx2);
out.setDouble(oidx1 - 1, a1i + a2i);
out.setDouble(oidx2 - 1, a1i - a2i);
out.setDouble(oidx1, a1r - a2r);
out.setDouble(oidx2, a1r + a2r);
}
}
}
} else {
for (long j = 1; j < ipph; j++) {
jc = ip - j;
long idx1 = j * l1 * ido;
long idx2 = jc * l1 * ido;
long idx3 = 2 * j * ido;
for (long i = 2; i < ido; i += 2) {
ic = ido - i;
long idx7 = out_off + i;
long idx8 = in_off + ic;
long idx9 = in_off + i;
for (long k = 0; k < l1; k++) {
long idx4 = k * ido + idx1;
long idx5 = k * ido + idx2;
long idx6 = k * ip * ido + idx3;
long oidx1 = idx7 + idx4;
long oidx2 = idx7 + idx5;
long iidx1 = idx9 + idx6;
long iidx2 = idx8 + idx6 - ido;
double a1i = in.getDouble(iidx1 - 1);
double a1r = in.getDouble(iidx1);
double a2i = in.getDouble(iidx2 - 1);
double a2r = in.getDouble(iidx2);
out.setDouble(oidx1 - 1, a1i + a2i);
out.setDouble(oidx2 - 1, a1i - a2i);
out.setDouble(oidx1, a1r - a2r);
out.setDouble(oidx2, a1r + a2r);
}
}
}
}
}
ar1 = 1;
ai1 = 0;
long idx01 = (ip - 1) * idl1;
for (long l = 1; l < ipph; l++) {
lc = ip - l;
ar1h = dcp * ar1 - dsp * ai1;
ai1 = dcp * ai1 + dsp * ar1;
ar1 = ar1h;
long idx1 = l * idl1;
long idx2 = lc * idl1;
for (long ik = 0; ik < idl1; ik++) {
long idx3 = in_off + ik;
long idx4 = out_off + ik;
in.setDouble(idx3 + idx1, out.getDouble(idx4) + ar1 * out.getDouble(idx4 + idl1));
in.setDouble(idx3 + idx2, ai1 * out.getDouble(idx4 + idx01));
}
dc2 = ar1;
ds2 = ai1;
ar2 = ar1;
ai2 = ai1;
for (long j = 2; j < ipph; j++) {
jc = ip - j;
ar2h = dc2 * ar2 - ds2 * ai2;
ai2 = dc2 * ai2 + ds2 * ar2;
ar2 = ar2h;
long idx5 = j * idl1;
long idx6 = jc * idl1;
for (long ik = 0; ik < idl1; ik++) {
long idx7 = in_off + ik;
long idx8 = out_off + ik;
in.setDouble(idx7 + idx1, in.getDouble(idx7 + idx1) + ar2 * out.getDouble(idx8 + idx5));
in.setDouble(idx7 + idx2, in.getDouble(idx7 + idx2) + ai2 * out.getDouble(idx8 + idx6));
}
}
}
for (long j = 1; j < ipph; j++) {
long idx1 = j * idl1;
for (long ik = 0; ik < idl1; ik++) {
long idx2 = out_off + ik;
out.setDouble(idx2, out.getDouble(idx2) + out.getDouble(idx2 + idx1));
}
}
for (long j = 1; j < ipph; j++) {
jc = ip - j;
long idx1 = j * l1 * ido;
long idx2 = jc * l1 * ido;
for (long k = 0; k < l1; k++) {
long idx3 = k * ido;
long oidx1 = out_off + idx3;
long iidx1 = in_off + idx3 + idx1;
long iidx2 = in_off + idx3 + idx2;
double i1r = in.getDouble(iidx1);
double i2r = in.getDouble(iidx2);
out.setDouble(oidx1 + idx1, i1r - i2r);
out.setDouble(oidx1 + idx2, i1r + i2r);
}
}
if (ido == 1) {
return;
}
if (nbd >= l1) {
for (long j = 1; j < ipph; j++) {
jc = ip - j;
long idx1 = j * l1 * ido;
long idx2 = jc * l1 * ido;
for (long k = 0; k < l1; k++) {
long idx3 = k * ido;
for (long i = 2; i < ido; i += 2) {
long idx4 = out_off + i;
long idx5 = in_off + i;
long oidx1 = idx4 + idx3 + idx1;
long oidx2 = idx4 + idx3 + idx2;
long iidx1 = idx5 + idx3 + idx1;
long iidx2 = idx5 + idx3 + idx2;
double i1i = in.getDouble(iidx1 - 1);
double i1r = in.getDouble(iidx1);
double i2i = in.getDouble(iidx2 - 1);
double i2r = in.getDouble(iidx2);
out.setDouble(oidx1 - 1, i1i - i2r);
out.setDouble(oidx2 - 1, i1i + i2r);
out.setDouble(oidx1, i1r + i2i);
out.setDouble(oidx2, i1r - i2i);
}
}
}
} else {
for (long j = 1; j < ipph; j++) {
jc = ip - j;
long idx1 = j * l1 * ido;
long idx2 = jc * l1 * ido;
for (long i = 2; i < ido; i += 2) {
long idx4 = out_off + i;
long idx5 = in_off + i;
for (long k = 0; k < l1; k++) {
long idx3 = k * ido;
long oidx1 = idx4 + idx3 + idx1;
long oidx2 = idx4 + idx3 + idx2;
long iidx1 = idx5 + idx3 + idx1;
long iidx2 = idx5 + idx3 + idx2;
double i1i = in.getDouble(iidx1 - 1);
double i1r = in.getDouble(iidx1);
double i2i = in.getDouble(iidx2 - 1);
double i2r = in.getDouble(iidx2);
out.setDouble(oidx1 - 1, i1i - i2r);
out.setDouble(oidx2 - 1, i1i + i2r);
out.setDouble(oidx1, i1r + i2i);
out.setDouble(oidx2, i1r - i2i);
}
}
}
}
LargeArrayUtils.arraycopy(out, out_off, in, in_off, idl1);
for (long j = 1; j < ip; j++) {
long idx1 = j * l1 * ido;
for (long k = 0; k < l1; k++) {
long idx2 = k * ido + idx1;
in.setDouble(in_off + idx2, out.getDouble(out_off + idx2));
}
}
if (nbd <= l1) {
is = -ido;
for (long j = 1; j < ip; j++) {
is += ido;
idij = is - 1;
long idx1 = j * l1 * ido;
for (long i = 2; i < ido; i += 2) {
idij += 2;
long idx2 = idij + iw1;
w1r = wtable_rl.getDouble(idx2 - 1);
w1i = wtable_rl.getDouble(idx2);
long idx4 = in_off + i;
long idx5 = out_off + i;
for (long k = 0; k < l1; k++) {
long idx3 = k * ido + idx1;
long iidx1 = idx4 + idx3;
long oidx1 = idx5 + idx3;
double o1i = out.getDouble(oidx1 - 1);
double o1r = out.getDouble(oidx1);
in.setDouble(iidx1 - 1, w1r * o1i - w1i * o1r);
in.setDouble(iidx1, w1r * o1r + w1i * o1i);
}
}
}
} else {
is = -ido;
for (long j = 1; j < ip; j++) {
is += ido;
long idx1 = j * l1 * ido;
for (long k = 0; k < l1; k++) {
idij = is - 1;
long idx3 = k * ido + idx1;
for (long i = 2; i < ido; i += 2) {
idij += 2;
long idx2 = idij + iw1;
w1r = wtable_rl.getDouble(idx2 - 1);
w1i = wtable_rl.getDouble(idx2);
long idx4 = in_off + i;
long idx5 = out_off + i;
long iidx1 = idx4 + idx3;
long oidx1 = idx5 + idx3;
double o1i = out.getDouble(oidx1 - 1);
double o1r = out.getDouble(oidx1);
in.setDouble(iidx1 - 1, w1r * o1i - w1i * o1r);
in.setDouble(iidx1, w1r * o1r + w1i * o1i);
}
}
}
}
}
/*---------------------------------------------------------
cfftf1: further processing of Complex forward FFT
--------------------------------------------------------*/
void cfftf(double a[], int offa, int isign)
{
int idot;
int l1, l2;
int na, nf, ipll, iw, ido, idl1;
int[] nac = new int[1];
final int twon = 2 * n;
int iw1, iw2;
double[] ch = new double[twon];
iw1 = twon;
iw2 = 4 * n;
nac[0] = 0;
nf = (int) wtable[1 + iw2];
na = 0;
l1 = 1;
iw = iw1;
for (int k1 = 2; k1 <= nf + 1; k1++) {
ipll = (int) wtable[k1 + iw2];
l2 = ipll * l1;
ido = n / l2;
idot = ido + ido;
idl1 = idot * l1;
switch (ipll) {
case 4:
if (na == 0) {
passf4(idot, l1, a, offa, ch, 0, iw, isign);
} else {
passf4(idot, l1, ch, 0, a, offa, iw, isign);
}
na = 1 - na;
break;
case 2:
if (na == 0) {
passf2(idot, l1, a, offa, ch, 0, iw, isign);
} else {
passf2(idot, l1, ch, 0, a, offa, iw, isign);
}
na = 1 - na;
break;
case 3:
if (na == 0) {
passf3(idot, l1, a, offa, ch, 0, iw, isign);
} else {
passf3(idot, l1, ch, 0, a, offa, iw, isign);
}
na = 1 - na;
break;
case 5:
if (na == 0) {
passf5(idot, l1, a, offa, ch, 0, iw, isign);
} else {
passf5(idot, l1, ch, 0, a, offa, iw, isign);
}
na = 1 - na;
break;
default:
if (na == 0) {
passfg(nac, idot, ipll, l1, idl1, a, offa, ch, 0, iw, isign);
} else {
passfg(nac, idot, ipll, l1, idl1, ch, 0, a, offa, iw, isign);
}
if (nac[0] != 0) {
na = 1 - na;
}
break;
}
l1 = l2;
iw += (ipll - 1) * idot;
}
if (na == 0) {
return;
}
System.arraycopy(ch, 0, a, offa, twon);
}
/*---------------------------------------------------------
cfftf1: further processing of Complex forward FFT
--------------------------------------------------------*/
void cfftf(DoubleLargeArray a, long offa, int isign)
{
long idot;
long l1, l2;
long na, nf, iw, ido, idl1;
int[] nac = new int[1];
final long twon = 2 * nl;
int ipll;
long iw1, iw2;
DoubleLargeArray ch = new DoubleLargeArray(twon);
iw1 = twon;
iw2 = 4 * nl;
nac[0] = 0;
nf = (long) wtablel.getDouble(1 + iw2);
na = 0;
l1 = 1;
iw = iw1;
for (long k1 = 2; k1 <= nf + 1; k1++) {
ipll = (int) wtablel.getDouble(k1 + iw2);
l2 = ipll * l1;
ido = nl / l2;
idot = ido + ido;
idl1 = idot * l1;
switch (ipll) {
case 4:
if (na == 0) {
passf4(idot, l1, a, offa, ch, 0, iw, isign);
} else {
passf4(idot, l1, ch, 0, a, offa, iw, isign);
}
na = 1 - na;
break;
case 2:
if (na == 0) {
passf2(idot, l1, a, offa, ch, 0, iw, isign);
} else {
passf2(idot, l1, ch, 0, a, offa, iw, isign);
}
na = 1 - na;
break;
case 3:
if (na == 0) {
passf3(idot, l1, a, offa, ch, 0, iw, isign);
} else {
passf3(idot, l1, ch, 0, a, offa, iw, isign);
}
na = 1 - na;
break;
case 5:
if (na == 0) {
passf5(idot, l1, a, offa, ch, 0, iw, isign);
} else {
passf5(idot, l1, ch, 0, a, offa, iw, isign);
}
na = 1 - na;
break;
default:
if (na == 0) {
passfg(nac, idot, ipll, l1, idl1, a, offa, ch, 0, iw, isign);
} else {
passfg(nac, idot, ipll, l1, idl1, ch, 0, a, offa, iw, isign);
}
if (nac[0] != 0) {
na = 1 - na;
}
break;
}
l1 = l2;
iw += (ipll - 1) * idot;
}
if (na == 0) {
return;
}
LargeArrayUtils.arraycopy(ch, 0, a, offa, twon);
}
/*----------------------------------------------------------------------
passf2: Complex FFT's forward/backward processing of factor 2;
isign is +1 for backward and -1 for forward transforms
----------------------------------------------------------------------*/
void passf2(final int ido, final int l1, final double in[], final int in_off, final double out[], final int out_off, final int offset, final int isign)
{
double t1i, t1r;
int iw1;
iw1 = offset;
int idx = ido * l1;
if (ido <= 2) {
for (int k = 0; k < l1; k++) {
int idx0 = k * ido;
int iidx1 = in_off + 2 * idx0;
int iidx2 = iidx1 + ido;
double a1r = in[iidx1];
double a1i = in[iidx1 + 1];
double a2r = in[iidx2];
double a2i = in[iidx2 + 1];
int oidx1 = out_off + idx0;
int oidx2 = oidx1 + idx;
out[oidx1] = a1r + a2r;
out[oidx1 + 1] = a1i + a2i;
out[oidx2] = a1r - a2r;
out[oidx2 + 1] = a1i - a2i;
}
} else {
for (int k = 0; k < l1; k++) {
for (int i = 0; i < ido - 1; i += 2) {
int idx0 = k * ido;
int iidx1 = in_off + i + 2 * idx0;
int iidx2 = iidx1 + ido;
double i1r = in[iidx1];
double i1i = in[iidx1 + 1];
double i2r = in[iidx2];
double i2i = in[iidx2 + 1];
int widx1 = i + iw1;
double w1r = wtable[widx1];
double w1i = isign * wtable[widx1 + 1];
t1r = i1r - i2r;
t1i = i1i - i2i;
int oidx1 = out_off + i + idx0;
int oidx2 = oidx1 + idx;
out[oidx1] = i1r + i2r;
out[oidx1 + 1] = i1i + i2i;
out[oidx2] = w1r * t1r - w1i * t1i;
out[oidx2 + 1] = w1r * t1i + w1i * t1r;
}
}
}
}
/*----------------------------------------------------------------------
passf2: Complex FFT's forward/backward processing of factor 2;
isign is +1 for backward and -1 for forward transforms
----------------------------------------------------------------------*/
void passf2(final long ido, final long l1, final DoubleLargeArray in, final long in_off, final DoubleLargeArray out, final long out_off, final long offset, final long isign)
{
double t1i, t1r;
long iw1;
iw1 = offset;
long idx = ido * l1;
if (ido <= 2) {
for (long k = 0; k < l1; k++) {
long idx0 = k * ido;
long iidx1 = in_off + 2 * idx0;
long iidx2 = iidx1 + ido;
double a1r = in.getDouble(iidx1);
double a1i = in.getDouble(iidx1 + 1);
double a2r = in.getDouble(iidx2);
double a2i = in.getDouble(iidx2 + 1);
long oidx1 = out_off + idx0;
long oidx2 = oidx1 + idx;
out.setDouble(oidx1, a1r + a2r);
out.setDouble(oidx1 + 1, a1i + a2i);
out.setDouble(oidx2, a1r - a2r);
out.setDouble(oidx2 + 1, a1i - a2i);
}
} else {
for (long k = 0; k < l1; k++) {
for (long i = 0; i < ido - 1; i += 2) {
long idx0 = k * ido;
long iidx1 = in_off + i + 2 * idx0;
long iidx2 = iidx1 + ido;
double i1r = in.getDouble(iidx1);
double i1i = in.getDouble(iidx1 + 1);
double i2r = in.getDouble(iidx2);
double i2i = in.getDouble(iidx2 + 1);
long widx1 = i + iw1;
double w1r = wtablel.getDouble(widx1);
double w1i = isign * wtablel.getDouble(widx1 + 1);
t1r = i1r - i2r;
t1i = i1i - i2i;
long oidx1 = out_off + i + idx0;
long oidx2 = oidx1 + idx;
out.setDouble(oidx1, i1r + i2r);
out.setDouble(oidx1 + 1, i1i + i2i);
out.setDouble(oidx2, w1r * t1r - w1i * t1i);
out.setDouble(oidx2 + 1, w1r * t1i + w1i * t1r);
}
}
}
}
/*----------------------------------------------------------------------
passf3: Complex FFT's forward/backward processing of factor 3;
isign is +1 for backward and -1 for forward transforms
----------------------------------------------------------------------*/
void passf3(final int ido, final int l1, final double in[], final int in_off, final double out[], final int out_off, final int offset, final int isign)
{
final double taur = -0.5;
final double taui = 0.866025403784438707610604524234076962;
double ci2, ci3, di2, di3, cr2, cr3, dr2, dr3, ti2, tr2;
int iw1, iw2;
iw1 = offset;
iw2 = iw1 + ido;
final int idxt = l1 * ido;
if (ido == 2) {
for (int k = 1; k <= l1; k++) {
int iidx1 = in_off + (3 * k - 2) * ido;
int iidx2 = iidx1 + ido;
int iidx3 = iidx1 - ido;
double i1r = in[iidx1];
double i1i = in[iidx1 + 1];
double i2r = in[iidx2];
double i2i = in[iidx2 + 1];
double i3r = in[iidx3];
double i3i = in[iidx3 + 1];
tr2 = i1r + i2r;
cr2 = i3r + taur * tr2;
ti2 = i1i + i2i;
ci2 = i3i + taur * ti2;
cr3 = isign * taui * (i1r - i2r);
ci3 = isign * taui * (i1i - i2i);
int oidx1 = out_off + (k - 1) * ido;
int oidx2 = oidx1 + idxt;
int oidx3 = oidx2 + idxt;
out[oidx1] = in[iidx3] + tr2;
out[oidx1 + 1] = i3i + ti2;
out[oidx2] = cr2 - ci3;
out[oidx2 + 1] = ci2 + cr3;
out[oidx3] = cr2 + ci3;
out[oidx3 + 1] = ci2 - cr3;
}
} else {
for (int k = 1; k <= l1; k++) {
int idx1 = in_off + (3 * k - 2) * ido;
int idx2 = out_off + (k - 1) * ido;
for (int i = 0; i < ido - 1; i += 2) {
int iidx1 = i + idx1;
int iidx2 = iidx1 + ido;
int iidx3 = iidx1 - ido;
double a1r = in[iidx1];
double a1i = in[iidx1 + 1];
double a2r = in[iidx2];
double a2i = in[iidx2 + 1];
double a3r = in[iidx3];
double a3i = in[iidx3 + 1];
tr2 = a1r + a2r;
cr2 = a3r + taur * tr2;
ti2 = a1i + a2i;
ci2 = a3i + taur * ti2;
cr3 = isign * taui * (a1r - a2r);
ci3 = isign * taui * (a1i - a2i);
dr2 = cr2 - ci3;
dr3 = cr2 + ci3;
di2 = ci2 + cr3;
di3 = ci2 - cr3;
int widx1 = i + iw1;
int widx2 = i + iw2;
double w1r = wtable[widx1];
double w1i = isign * wtable[widx1 + 1];
double w2r = wtable[widx2];
double w2i = isign * wtable[widx2 + 1];
int oidx1 = i + idx2;
int oidx2 = oidx1 + idxt;
int oidx3 = oidx2 + idxt;
out[oidx1] = a3r + tr2;
out[oidx1 + 1] = a3i + ti2;
out[oidx2] = w1r * dr2 - w1i * di2;
out[oidx2 + 1] = w1r * di2 + w1i * dr2;
out[oidx3] = w2r * dr3 - w2i * di3;
out[oidx3 + 1] = w2r * di3 + w2i * dr3;
}
}
}
}
/*----------------------------------------------------------------------
passf3: Complex FFT's forward/backward processing of factor 3;
isign is +1 for backward and -1 for forward transforms
----------------------------------------------------------------------*/
void passf3(final long ido, final long l1, final DoubleLargeArray in, final long in_off, final DoubleLargeArray out, final long out_off, final long offset, final long isign)
{
final double taur = -0.5;
final double taui = 0.866025403784438707610604524234076962;
double ci2, ci3, di2, di3, cr2, cr3, dr2, dr3, ti2, tr2;
long iw1, iw2;
iw1 = offset;
iw2 = iw1 + ido;
final long idxt = l1 * ido;
if (ido == 2) {
for (long k = 1; k <= l1; k++) {
long iidx1 = in_off + (3 * k - 2) * ido;
long iidx2 = iidx1 + ido;
long iidx3 = iidx1 - ido;
double i1r = in.getDouble(iidx1);
double i1i = in.getDouble(iidx1 + 1);
double i2r = in.getDouble(iidx2);
double i2i = in.getDouble(iidx2 + 1);
double i3r = in.getDouble(iidx3);
double i3i = in.getDouble(iidx3 + 1);
tr2 = i1r + i2r;
cr2 = i3r + taur * tr2;
ti2 = i1i + i2i;
ci2 = i3i + taur * ti2;
cr3 = isign * taui * (i1r - i2r);
ci3 = isign * taui * (i1i - i2i);
long oidx1 = out_off + (k - 1) * ido;
long oidx2 = oidx1 + idxt;
long oidx3 = oidx2 + idxt;
out.setDouble(oidx1, in.getDouble(iidx3) + tr2);
out.setDouble(oidx1 + 1, i3i + ti2);
out.setDouble(oidx2, cr2 - ci3);
out.setDouble(oidx2 + 1, ci2 + cr3);
out.setDouble(oidx3, cr2 + ci3);
out.setDouble(oidx3 + 1, ci2 - cr3);
}
} else {
for (long k = 1; k <= l1; k++) {
long idx1 = in_off + (3 * k - 2) * ido;
long idx2 = out_off + (k - 1) * ido;
for (long i = 0; i < ido - 1; i += 2) {
long iidx1 = i + idx1;
long iidx2 = iidx1 + ido;
long iidx3 = iidx1 - ido;
double a1r = in.getDouble(iidx1);
double a1i = in.getDouble(iidx1 + 1);
double a2r = in.getDouble(iidx2);
double a2i = in.getDouble(iidx2 + 1);
double a3r = in.getDouble(iidx3);
double a3i = in.getDouble(iidx3 + 1);
tr2 = a1r + a2r;
cr2 = a3r + taur * tr2;
ti2 = a1i + a2i;
ci2 = a3i + taur * ti2;
cr3 = isign * taui * (a1r - a2r);
ci3 = isign * taui * (a1i - a2i);
dr2 = cr2 - ci3;
dr3 = cr2 + ci3;
di2 = ci2 + cr3;
di3 = ci2 - cr3;
long widx1 = i + iw1;
long widx2 = i + iw2;
double w1r = wtablel.getDouble(widx1);
double w1i = isign * wtablel.getDouble(widx1 + 1);
double w2r = wtablel.getDouble(widx2);
double w2i = isign * wtablel.getDouble(widx2 + 1);
long oidx1 = i + idx2;
long oidx2 = oidx1 + idxt;
long oidx3 = oidx2 + idxt;
out.setDouble(oidx1, a3r + tr2);
out.setDouble(oidx1 + 1, a3i + ti2);
out.setDouble(oidx2, w1r * dr2 - w1i * di2);
out.setDouble(oidx2 + 1, w1r * di2 + w1i * dr2);
out.setDouble(oidx3, w2r * dr3 - w2i * di3);
out.setDouble(oidx3 + 1, w2r * di3 + w2i * dr3);
}
}
}
}
/*----------------------------------------------------------------------
passf4: Complex FFT's forward/backward processing of factor 4;
isign is +1 for backward and -1 for forward transforms
----------------------------------------------------------------------*/
void passf4(final int ido, final int l1, final double in[], final int in_off, final double out[], final int out_off, final int offset, final int isign)
{
double ci2, ci3, ci4, cr2, cr3, cr4, ti1, ti2, ti3, ti4, tr1, tr2, tr3, tr4;
int iw1, iw2, iw3;
iw1 = offset;
iw2 = iw1 + ido;
iw3 = iw2 + ido;
int idx0 = l1 * ido;
if (ido == 2) {
for (int k = 0; k < l1; k++) {
int idxt1 = k * ido;
int iidx1 = in_off + 4 * idxt1 + 1;
int iidx2 = iidx1 + ido;
int iidx3 = iidx2 + ido;
int iidx4 = iidx3 + ido;
double i1i = in[iidx1 - 1];
double i1r = in[iidx1];
double i2i = in[iidx2 - 1];
double i2r = in[iidx2];
double i3i = in[iidx3 - 1];
double i3r = in[iidx3];
double i4i = in[iidx4 - 1];
double i4r = in[iidx4];
ti1 = i1r - i3r;
ti2 = i1r + i3r;
tr4 = i4r - i2r;
ti3 = i2r + i4r;
tr1 = i1i - i3i;
tr2 = i1i + i3i;
ti4 = i2i - i4i;
tr3 = i2i + i4i;
int oidx1 = out_off + idxt1;
int oidx2 = oidx1 + idx0;
int oidx3 = oidx2 + idx0;
int oidx4 = oidx3 + idx0;
out[oidx1] = tr2 + tr3;
out[oidx1 + 1] = ti2 + ti3;
out[oidx2] = tr1 + isign * tr4;
out[oidx2 + 1] = ti1 + isign * ti4;
out[oidx3] = tr2 - tr3;
out[oidx3 + 1] = ti2 - ti3;
out[oidx4] = tr1 - isign * tr4;
out[oidx4 + 1] = ti1 - isign * ti4;
}
} else {
for (int k = 0; k < l1; k++) {
int idx1 = k * ido;
int idx2 = in_off + 1 + 4 * idx1;
for (int i = 0; i < ido - 1; i += 2) {
int iidx1 = i + idx2;
int iidx2 = iidx1 + ido;
int iidx3 = iidx2 + ido;
int iidx4 = iidx3 + ido;
double i1i = in[iidx1 - 1];
double i1r = in[iidx1];
double i2i = in[iidx2 - 1];
double i2r = in[iidx2];
double i3i = in[iidx3 - 1];
double i3r = in[iidx3];
double i4i = in[iidx4 - 1];
double i4r = in[iidx4];
ti1 = i1r - i3r;
ti2 = i1r + i3r;
ti3 = i2r + i4r;
tr4 = i4r - i2r;
tr1 = i1i - i3i;
tr2 = i1i + i3i;
ti4 = i2i - i4i;
tr3 = i2i + i4i;
cr3 = tr2 - tr3;
ci3 = ti2 - ti3;
cr2 = tr1 + isign * tr4;
cr4 = tr1 - isign * tr4;
ci2 = ti1 + isign * ti4;
ci4 = ti1 - isign * ti4;
int widx1 = i + iw1;
int widx2 = i + iw2;
int widx3 = i + iw3;
double w1r = wtable[widx1];
double w1i = isign * wtable[widx1 + 1];
double w2r = wtable[widx2];
double w2i = isign * wtable[widx2 + 1];
double w3r = wtable[widx3];
double w3i = isign * wtable[widx3 + 1];
int oidx1 = out_off + i + idx1;
int oidx2 = oidx1 + idx0;
int oidx3 = oidx2 + idx0;
int oidx4 = oidx3 + idx0;
out[oidx1] = tr2 + tr3;
out[oidx1 + 1] = ti2 + ti3;
out[oidx2] = w1r * cr2 - w1i * ci2;
out[oidx2 + 1] = w1r * ci2 + w1i * cr2;
out[oidx3] = w2r * cr3 - w2i * ci3;
out[oidx3 + 1] = w2r * ci3 + w2i * cr3;
out[oidx4] = w3r * cr4 - w3i * ci4;
out[oidx4 + 1] = w3r * ci4 + w3i * cr4;
}
}
}
}
/*----------------------------------------------------------------------
passf4: Complex FFT's forward/backward processing of factor 4;
isign is +1 for backward and -1 for forward transforms
----------------------------------------------------------------------*/
void passf4(final long ido, final long l1, final DoubleLargeArray in, final long in_off, final DoubleLargeArray out, final long out_off, final long offset, final int isign)
{
double ci2, ci3, ci4, cr2, cr3, cr4, ti1, ti2, ti3, ti4, tr1, tr2, tr3, tr4;
long iw1, iw2, iw3;
iw1 = offset;
iw2 = iw1 + ido;
iw3 = iw2 + ido;
long idx0 = l1 * ido;
if (ido == 2) {
for (long k = 0; k < l1; k++) {
long idxt1 = k * ido;
long iidx1 = in_off + 4 * idxt1 + 1;
long iidx2 = iidx1 + ido;
long iidx3 = iidx2 + ido;
long iidx4 = iidx3 + ido;
double i1i = in.getDouble(iidx1 - 1);
double i1r = in.getDouble(iidx1);
double i2i = in.getDouble(iidx2 - 1);
double i2r = in.getDouble(iidx2);
double i3i = in.getDouble(iidx3 - 1);
double i3r = in.getDouble(iidx3);
double i4i = in.getDouble(iidx4 - 1);
double i4r = in.getDouble(iidx4);
ti1 = i1r - i3r;
ti2 = i1r + i3r;
tr4 = i4r - i2r;
ti3 = i2r + i4r;
tr1 = i1i - i3i;
tr2 = i1i + i3i;
ti4 = i2i - i4i;
tr3 = i2i + i4i;
long oidx1 = out_off + idxt1;
long oidx2 = oidx1 + idx0;
long oidx3 = oidx2 + idx0;
long oidx4 = oidx3 + idx0;
out.setDouble(oidx1, tr2 + tr3);
out.setDouble(oidx1 + 1, ti2 + ti3);
out.setDouble(oidx2, tr1 + isign * tr4);
out.setDouble(oidx2 + 1, ti1 + isign * ti4);
out.setDouble(oidx3, tr2 - tr3);
out.setDouble(oidx3 + 1, ti2 - ti3);
out.setDouble(oidx4, tr1 - isign * tr4);
out.setDouble(oidx4 + 1, ti1 - isign * ti4);
}
} else {
for (long k = 0; k < l1; k++) {
long idx1 = k * ido;
long idx2 = in_off + 1 + 4 * idx1;
for (long i = 0; i < ido - 1; i += 2) {
long iidx1 = i + idx2;
long iidx2 = iidx1 + ido;
long iidx3 = iidx2 + ido;
long iidx4 = iidx3 + ido;
double i1i = in.getDouble(iidx1 - 1);
double i1r = in.getDouble(iidx1);
double i2i = in.getDouble(iidx2 - 1);
double i2r = in.getDouble(iidx2);
double i3i = in.getDouble(iidx3 - 1);
double i3r = in.getDouble(iidx3);
double i4i = in.getDouble(iidx4 - 1);
double i4r = in.getDouble(iidx4);
ti1 = i1r - i3r;
ti2 = i1r + i3r;
ti3 = i2r + i4r;
tr4 = i4r - i2r;
tr1 = i1i - i3i;
tr2 = i1i + i3i;
ti4 = i2i - i4i;
tr3 = i2i + i4i;
cr3 = tr2 - tr3;
ci3 = ti2 - ti3;
cr2 = tr1 + isign * tr4;
cr4 = tr1 - isign * tr4;
ci2 = ti1 + isign * ti4;
ci4 = ti1 - isign * ti4;
long widx1 = i + iw1;
long widx2 = i + iw2;
long widx3 = i + iw3;
double w1r = wtablel.getDouble(widx1);
double w1i = isign * wtablel.getDouble(widx1 + 1);
double w2r = wtablel.getDouble(widx2);
double w2i = isign * wtablel.getDouble(widx2 + 1);
double w3r = wtablel.getDouble(widx3);
double w3i = isign * wtablel.getDouble(widx3 + 1);
long oidx1 = out_off + i + idx1;
long oidx2 = oidx1 + idx0;
long oidx3 = oidx2 + idx0;
long oidx4 = oidx3 + idx0;
out.setDouble(oidx1, tr2 + tr3);
out.setDouble(oidx1 + 1, ti2 + ti3);
out.setDouble(oidx2, w1r * cr2 - w1i * ci2);
out.setDouble(oidx2 + 1, w1r * ci2 + w1i * cr2);
out.setDouble(oidx3, w2r * cr3 - w2i * ci3);
out.setDouble(oidx3 + 1, w2r * ci3 + w2i * cr3);
out.setDouble(oidx4, w3r * cr4 - w3i * ci4);
out.setDouble(oidx4 + 1, w3r * ci4 + w3i * cr4);
}
}
}
}
/*----------------------------------------------------------------------
passf5: Complex FFT's forward/backward processing of factor 5;
isign is +1 for backward and -1 for forward transforms
----------------------------------------------------------------------*/
void passf5(final int ido, final int l1, final double in[], final int in_off, final double out[], final int out_off, final int offset, final int isign) /* isign==-1 for forward transform and+1 for backward transform */ {
final double tr11 = 0.309016994374947451262869435595348477;
final double ti11 = 0.951056516295153531181938433292089030;
final double tr12 = -0.809016994374947340240566973079694435;
final double ti12 = 0.587785252292473248125759255344746634;
double ci2, ci3, ci4, ci5, di3, di4, di5, di2, cr2, cr3, cr5, cr4, ti2, ti3, ti4, ti5, dr3, dr4, dr5, dr2, tr2, tr3, tr4, tr5;
int iw1, iw2, iw3, iw4;
iw1 = offset;
iw2 = iw1 + ido;
iw3 = iw2 + ido;
iw4 = iw3 + ido;
int idx0 = l1 * ido;
if (ido == 2) {
for (int k = 1; k <= l1; ++k) {
int iidx1 = in_off + (5 * k - 4) * ido + 1;
int iidx2 = iidx1 + ido;
int iidx3 = iidx1 - ido;
int iidx4 = iidx2 + ido;
int iidx5 = iidx4 + ido;
double i1i = in[iidx1 - 1];
double i1r = in[iidx1];
double i2i = in[iidx2 - 1];
double i2r = in[iidx2];
double i3i = in[iidx3 - 1];
double i3r = in[iidx3];
double i4i = in[iidx4 - 1];
double i4r = in[iidx4];
double i5i = in[iidx5 - 1];
double i5r = in[iidx5];
ti5 = i1r - i5r;
ti2 = i1r + i5r;
ti4 = i2r - i4r;
ti3 = i2r + i4r;
tr5 = i1i - i5i;
tr2 = i1i + i5i;
tr4 = i2i - i4i;
tr3 = i2i + i4i;
cr2 = i3i + tr11 * tr2 + tr12 * tr3;
ci2 = i3r + tr11 * ti2 + tr12 * ti3;
cr3 = i3i + tr12 * tr2 + tr11 * tr3;
ci3 = i3r + tr12 * ti2 + tr11 * ti3;
cr5 = isign * (ti11 * tr5 + ti12 * tr4);
ci5 = isign * (ti11 * ti5 + ti12 * ti4);
cr4 = isign * (ti12 * tr5 - ti11 * tr4);
ci4 = isign * (ti12 * ti5 - ti11 * ti4);
int oidx1 = out_off + (k - 1) * ido;
int oidx2 = oidx1 + idx0;
int oidx3 = oidx2 + idx0;
int oidx4 = oidx3 + idx0;
int oidx5 = oidx4 + idx0;
out[oidx1] = i3i + tr2 + tr3;
out[oidx1 + 1] = i3r + ti2 + ti3;
out[oidx2] = cr2 - ci5;
out[oidx2 + 1] = ci2 + cr5;
out[oidx3] = cr3 - ci4;
out[oidx3 + 1] = ci3 + cr4;
out[oidx4] = cr3 + ci4;
out[oidx4 + 1] = ci3 - cr4;
out[oidx5] = cr2 + ci5;
out[oidx5 + 1] = ci2 - cr5;
}
} else {
for (int k = 1; k <= l1; k++) {
int idx1 = in_off + 1 + (k * 5 - 4) * ido;
int idx2 = out_off + (k - 1) * ido;
for (int i = 0; i < ido - 1; i += 2) {
int iidx1 = i + idx1;
int iidx2 = iidx1 + ido;
int iidx3 = iidx1 - ido;
int iidx4 = iidx2 + ido;
int iidx5 = iidx4 + ido;
double i1i = in[iidx1 - 1];
double i1r = in[iidx1];
double i2i = in[iidx2 - 1];
double i2r = in[iidx2];
double i3i = in[iidx3 - 1];
double i3r = in[iidx3];
double i4i = in[iidx4 - 1];
double i4r = in[iidx4];
double i5i = in[iidx5 - 1];
double i5r = in[iidx5];
ti5 = i1r - i5r;
ti2 = i1r + i5r;
ti4 = i2r - i4r;
ti3 = i2r + i4r;
tr5 = i1i - i5i;
tr2 = i1i + i5i;
tr4 = i2i - i4i;
tr3 = i2i + i4i;
cr2 = i3i + tr11 * tr2 + tr12 * tr3;
ci2 = i3r + tr11 * ti2 + tr12 * ti3;
cr3 = i3i + tr12 * tr2 + tr11 * tr3;
ci3 = i3r + tr12 * ti2 + tr11 * ti3;
cr5 = isign * (ti11 * tr5 + ti12 * tr4);
ci5 = isign * (ti11 * ti5 + ti12 * ti4);
cr4 = isign * (ti12 * tr5 - ti11 * tr4);
ci4 = isign * (ti12 * ti5 - ti11 * ti4);
dr3 = cr3 - ci4;
dr4 = cr3 + ci4;
di3 = ci3 + cr4;
di4 = ci3 - cr4;
dr5 = cr2 + ci5;
dr2 = cr2 - ci5;
di5 = ci2 - cr5;
di2 = ci2 + cr5;
int widx1 = i + iw1;
int widx2 = i + iw2;
int widx3 = i + iw3;
int widx4 = i + iw4;
double w1r = wtable[widx1];
double w1i = isign * wtable[widx1 + 1];
double w2r = wtable[widx2];
double w2i = isign * wtable[widx2 + 1];
double w3r = wtable[widx3];
double w3i = isign * wtable[widx3 + 1];
double w4r = wtable[widx4];
double w4i = isign * wtable[widx4 + 1];
int oidx1 = i + idx2;
int oidx2 = oidx1 + idx0;
int oidx3 = oidx2 + idx0;
int oidx4 = oidx3 + idx0;
int oidx5 = oidx4 + idx0;
out[oidx1] = i3i + tr2 + tr3;
out[oidx1 + 1] = i3r + ti2 + ti3;
out[oidx2] = w1r * dr2 - w1i * di2;
out[oidx2 + 1] = w1r * di2 + w1i * dr2;
out[oidx3] = w2r * dr3 - w2i * di3;
out[oidx3 + 1] = w2r * di3 + w2i * dr3;
out[oidx4] = w3r * dr4 - w3i * di4;
out[oidx4 + 1] = w3r * di4 + w3i * dr4;
out[oidx5] = w4r * dr5 - w4i * di5;
out[oidx5 + 1] = w4r * di5 + w4i * dr5;
}
}
}
}
/*----------------------------------------------------------------------
passf5: Complex FFT's forward/backward processing of factor 5;
isign is +1 for backward and -1 for forward transforms
----------------------------------------------------------------------*/
void passf5(final long ido, final long l1, final DoubleLargeArray in, final long in_off, final DoubleLargeArray out, final long out_off, final long offset, final long isign) /* isign==-1 for forward transform and+1 for backward transform */ {
final double tr11 = 0.309016994374947451262869435595348477;
final double ti11 = 0.951056516295153531181938433292089030;
final double tr12 = -0.809016994374947340240566973079694435;
final double ti12 = 0.587785252292473248125759255344746634;
double ci2, ci3, ci4, ci5, di3, di4, di5, di2, cr2, cr3, cr5, cr4, ti2, ti3, ti4, ti5, dr3, dr4, dr5, dr2, tr2, tr3, tr4, tr5;
long iw1, iw2, iw3, iw4;
iw1 = offset;
iw2 = iw1 + ido;
iw3 = iw2 + ido;
iw4 = iw3 + ido;
long idx0 = l1 * ido;
if (ido == 2) {
for (long k = 1; k <= l1; ++k) {
long iidx1 = in_off + (5 * k - 4) * ido + 1;
long iidx2 = iidx1 + ido;
long iidx3 = iidx1 - ido;
long iidx4 = iidx2 + ido;
long iidx5 = iidx4 + ido;
double i1i = in.getDouble(iidx1 - 1);
double i1r = in.getDouble(iidx1);
double i2i = in.getDouble(iidx2 - 1);
double i2r = in.getDouble(iidx2);
double i3i = in.getDouble(iidx3 - 1);
double i3r = in.getDouble(iidx3);
double i4i = in.getDouble(iidx4 - 1);
double i4r = in.getDouble(iidx4);
double i5i = in.getDouble(iidx5 - 1);
double i5r = in.getDouble(iidx5);
ti5 = i1r - i5r;
ti2 = i1r + i5r;
ti4 = i2r - i4r;
ti3 = i2r + i4r;
tr5 = i1i - i5i;
tr2 = i1i + i5i;
tr4 = i2i - i4i;
tr3 = i2i + i4i;
cr2 = i3i + tr11 * tr2 + tr12 * tr3;
ci2 = i3r + tr11 * ti2 + tr12 * ti3;
cr3 = i3i + tr12 * tr2 + tr11 * tr3;
ci3 = i3r + tr12 * ti2 + tr11 * ti3;
cr5 = isign * (ti11 * tr5 + ti12 * tr4);
ci5 = isign * (ti11 * ti5 + ti12 * ti4);
cr4 = isign * (ti12 * tr5 - ti11 * tr4);
ci4 = isign * (ti12 * ti5 - ti11 * ti4);
long oidx1 = out_off + (k - 1) * ido;
long oidx2 = oidx1 + idx0;
long oidx3 = oidx2 + idx0;
long oidx4 = oidx3 + idx0;
long oidx5 = oidx4 + idx0;
out.setDouble(oidx1, i3i + tr2 + tr3);
out.setDouble(oidx1 + 1, i3r + ti2 + ti3);
out.setDouble(oidx2, cr2 - ci5);
out.setDouble(oidx2 + 1, ci2 + cr5);
out.setDouble(oidx3, cr3 - ci4);
out.setDouble(oidx3 + 1, ci3 + cr4);
out.setDouble(oidx4, cr3 + ci4);
out.setDouble(oidx4 + 1, ci3 - cr4);
out.setDouble(oidx5, cr2 + ci5);
out.setDouble(oidx5 + 1, ci2 - cr5);
}
} else {
for (long k = 1; k <= l1; k++) {
long idx1 = in_off + 1 + (k * 5 - 4) * ido;
long idx2 = out_off + (k - 1) * ido;
for (long i = 0; i < ido - 1; i += 2) {
long iidx1 = i + idx1;
long iidx2 = iidx1 + ido;
long iidx3 = iidx1 - ido;
long iidx4 = iidx2 + ido;
long iidx5 = iidx4 + ido;
double i1i = in.getDouble(iidx1 - 1);
double i1r = in.getDouble(iidx1);
double i2i = in.getDouble(iidx2 - 1);
double i2r = in.getDouble(iidx2);
double i3i = in.getDouble(iidx3 - 1);
double i3r = in.getDouble(iidx3);
double i4i = in.getDouble(iidx4 - 1);
double i4r = in.getDouble(iidx4);
double i5i = in.getDouble(iidx5 - 1);
double i5r = in.getDouble(iidx5);
ti5 = i1r - i5r;
ti2 = i1r + i5r;
ti4 = i2r - i4r;
ti3 = i2r + i4r;
tr5 = i1i - i5i;
tr2 = i1i + i5i;
tr4 = i2i - i4i;
tr3 = i2i + i4i;
cr2 = i3i + tr11 * tr2 + tr12 * tr3;
ci2 = i3r + tr11 * ti2 + tr12 * ti3;
cr3 = i3i + tr12 * tr2 + tr11 * tr3;
ci3 = i3r + tr12 * ti2 + tr11 * ti3;
cr5 = isign * (ti11 * tr5 + ti12 * tr4);
ci5 = isign * (ti11 * ti5 + ti12 * ti4);
cr4 = isign * (ti12 * tr5 - ti11 * tr4);
ci4 = isign * (ti12 * ti5 - ti11 * ti4);
dr3 = cr3 - ci4;
dr4 = cr3 + ci4;
di3 = ci3 + cr4;
di4 = ci3 - cr4;
dr5 = cr2 + ci5;
dr2 = cr2 - ci5;
di5 = ci2 - cr5;
di2 = ci2 + cr5;
long widx1 = i + iw1;
long widx2 = i + iw2;
long widx3 = i + iw3;
long widx4 = i + iw4;
double w1r = wtablel.getDouble(widx1);
double w1i = isign * wtablel.getDouble(widx1 + 1);
double w2r = wtablel.getDouble(widx2);
double w2i = isign * wtablel.getDouble(widx2 + 1);
double w3r = wtablel.getDouble(widx3);
double w3i = isign * wtablel.getDouble(widx3 + 1);
double w4r = wtablel.getDouble(widx4);
double w4i = isign * wtablel.getDouble(widx4 + 1);
long oidx1 = i + idx2;
long oidx2 = oidx1 + idx0;
long oidx3 = oidx2 + idx0;
long oidx4 = oidx3 + idx0;
long oidx5 = oidx4 + idx0;
out.setDouble(oidx1, i3i + tr2 + tr3);
out.setDouble(oidx1 + 1, i3r + ti2 + ti3);
out.setDouble(oidx2, w1r * dr2 - w1i * di2);
out.setDouble(oidx2 + 1, w1r * di2 + w1i * dr2);
out.setDouble(oidx3, w2r * dr3 - w2i * di3);
out.setDouble(oidx3 + 1, w2r * di3 + w2i * dr3);
out.setDouble(oidx4, w3r * dr4 - w3i * di4);
out.setDouble(oidx4 + 1, w3r * di4 + w3i * dr4);
out.setDouble(oidx5, w4r * dr5 - w4i * di5);
out.setDouble(oidx5 + 1, w4r * di5 + w4i * dr5);
}
}
}
}
/*----------------------------------------------------------------------
passfg: Complex FFT's forward/backward processing of general factor;
isign is +1 for backward and -1 for forward transforms
----------------------------------------------------------------------*/
void passfg(final int nac[], final int ido, final int ip, final int l1, final int idl1, final double in[], final int in_off, final double out[], final int out_off, final int offset, final int isign)
{
int idij, idlj, idot, ipph, l, jc, lc, idj, idl, inc, idp;
double w1r, w1i, w2i, w2r;
int iw1;
iw1 = offset;
idot = ido / 2;
ipph = (ip + 1) / 2;
idp = ip * ido;
if (ido >= l1) {
for (int j = 1; j < ipph; j++) {
jc = ip - j;
int idx1 = j * ido;
int idx2 = jc * ido;
for (int k = 0; k < l1; k++) {
int idx3 = k * ido;
int idx4 = idx3 + idx1 * l1;
int idx5 = idx3 + idx2 * l1;
int idx6 = idx3 * ip;
for (int i = 0; i < ido; i++) {
int oidx1 = out_off + i;
double i1r = in[in_off + i + idx1 + idx6];
double i2r = in[in_off + i + idx2 + idx6];
out[oidx1 + idx4] = i1r + i2r;
out[oidx1 + idx5] = i1r - i2r;
}
}
}
for (int k = 0; k < l1; k++) {
int idxt1 = k * ido;
int idxt2 = idxt1 * ip;
for (int i = 0; i < ido; i++) {
out[out_off + i + idxt1] = in[in_off + i + idxt2];
}
}
} else {
for (int j = 1; j < ipph; j++) {
jc = ip - j;
int idxt1 = j * l1 * ido;
int idxt2 = jc * l1 * ido;
int idxt3 = j * ido;
int idxt4 = jc * ido;
for (int i = 0; i < ido; i++) {
for (int k = 0; k < l1; k++) {
int idx1 = k * ido;
int idx2 = idx1 * ip;
int idx3 = out_off + i;
int idx4 = in_off + i;
double i1r = in[idx4 + idxt3 + idx2];
double i2r = in[idx4 + idxt4 + idx2];
out[idx3 + idx1 + idxt1] = i1r + i2r;
out[idx3 + idx1 + idxt2] = i1r - i2r;
}
}
}
for (int i = 0; i < ido; i++) {
for (int k = 0; k < l1; k++) {
int idx1 = k * ido;
out[out_off + i + idx1] = in[in_off + i + idx1 * ip];
}
}
}
idl = 2 - ido;
inc = 0;
int idxt0 = (ip - 1) * idl1;
for (l = 1; l < ipph; l++) {
lc = ip - l;
idl += ido;
int idxt1 = l * idl1;
int idxt2 = lc * idl1;
int idxt3 = idl + iw1;
w1r = wtable[idxt3 - 2];
w1i = isign * wtable[idxt3 - 1];
for (int ik = 0; ik < idl1; ik++) {
int idx1 = in_off + ik;
int idx2 = out_off + ik;
in[idx1 + idxt1] = out[idx2] + w1r * out[idx2 + idl1];
in[idx1 + idxt2] = w1i * out[idx2 + idxt0];
}
idlj = idl;
inc += ido;
for (int j = 2; j < ipph; j++) {
jc = ip - j;
idlj += inc;
if (idlj > idp) {
idlj -= idp;
}
int idxt4 = idlj + iw1;
w2r = wtable[idxt4 - 2];
w2i = isign * wtable[idxt4 - 1];
int idxt5 = j * idl1;
int idxt6 = jc * idl1;
for (int ik = 0; ik < idl1; ik++) {
int idx1 = in_off + ik;
int idx2 = out_off + ik;
in[idx1 + idxt1] += w2r * out[idx2 + idxt5];
in[idx1 + idxt2] += w2i * out[idx2 + idxt6];
}
}
}
for (int j = 1; j < ipph; j++) {
int idxt1 = j * idl1;
for (int ik = 0; ik < idl1; ik++) {
int idx1 = out_off + ik;
out[idx1] += out[idx1 + idxt1];
}
}
for (int j = 1; j < ipph; j++) {
jc = ip - j;
int idx1 = j * idl1;
int idx2 = jc * idl1;
for (int ik = 1; ik < idl1; ik += 2) {
int idx3 = out_off + ik;
int idx4 = in_off + ik;
int iidx1 = idx4 + idx1;
int iidx2 = idx4 + idx2;
double i1i = in[iidx1 - 1];
double i1r = in[iidx1];
double i2i = in[iidx2 - 1];
double i2r = in[iidx2];
int oidx1 = idx3 + idx1;
int oidx2 = idx3 + idx2;
out[oidx1 - 1] = i1i - i2r;
out[oidx2 - 1] = i1i + i2r;
out[oidx1] = i1r + i2i;
out[oidx2] = i1r - i2i;
}
}
nac[0] = 1;
if (ido == 2) {
return;
}
nac[0] = 0;
System.arraycopy(out, out_off, in, in_off, idl1);
int idx0 = l1 * ido;
for (int j = 1; j < ip; j++) {
int idx1 = j * idx0;
for (int k = 0; k < l1; k++) {
int idx2 = k * ido;
int oidx1 = out_off + idx2 + idx1;
int iidx1 = in_off + idx2 + idx1;
in[iidx1] = out[oidx1];
in[iidx1 + 1] = out[oidx1 + 1];
}
}
if (idot <= l1) {
idij = 0;
for (int j = 1; j < ip; j++) {
idij += 2;
int idx1 = j * l1 * ido;
for (int i = 3; i < ido; i += 2) {
idij += 2;
int idx2 = idij + iw1 - 1;
w1r = wtable[idx2 - 1];
w1i = isign * wtable[idx2];
int idx3 = in_off + i;
int idx4 = out_off + i;
for (int k = 0; k < l1; k++) {
int idx5 = k * ido + idx1;
int iidx1 = idx3 + idx5;
int oidx1 = idx4 + idx5;
double o1i = out[oidx1 - 1];
double o1r = out[oidx1];
in[iidx1 - 1] = w1r * o1i - w1i * o1r;
in[iidx1] = w1r * o1r + w1i * o1i;
}
}
}
} else {
idj = 2 - ido;
for (int j = 1; j < ip; j++) {
idj += ido;
int idx1 = j * l1 * ido;
for (int k = 0; k < l1; k++) {
idij = idj;
int idx3 = k * ido + idx1;
for (int i = 3; i < ido; i += 2) {
idij += 2;
int idx2 = idij - 1 + iw1;
w1r = wtable[idx2 - 1];
w1i = isign * wtable[idx2];
int iidx1 = in_off + i + idx3;
int oidx1 = out_off + i + idx3;
double o1i = out[oidx1 - 1];
double o1r = out[oidx1];
in[iidx1 - 1] = w1r * o1i - w1i * o1r;
in[iidx1] = w1r * o1r + w1i * o1i;
}
}
}
}
}
/*----------------------------------------------------------------------
passfg: Complex FFT's forward/backward processing of general factor;
isign is +1 for backward and -1 for forward transforms
----------------------------------------------------------------------*/
void passfg(final int nac[], final long ido, final long ip, final long l1, final long idl1, final DoubleLargeArray in, final long in_off, final DoubleLargeArray out, final long out_off, final long offset, final long isign)
{
long idij, idlj, idot, ipph, l, jc, lc, idj, idl, inc, idp;
double w1r, w1i, w2i, w2r;
long iw1;
iw1 = offset;
idot = ido / 2;
ipph = (ip + 1) / 2;
idp = ip * ido;
if (ido >= l1) {
for (long j = 1; j < ipph; j++) {
jc = ip - j;
long idx1 = j * ido;
long idx2 = jc * ido;
for (long k = 0; k < l1; k++) {
long idx3 = k * ido;
long idx4 = idx3 + idx1 * l1;
long idx5 = idx3 + idx2 * l1;
long idx6 = idx3 * ip;
for (long i = 0; i < ido; i++) {
long oidx1 = out_off + i;
double i1r = in.getDouble(in_off + i + idx1 + idx6);
double i2r = in.getDouble(in_off + i + idx2 + idx6);
out.setDouble(oidx1 + idx4, i1r + i2r);
out.setDouble(oidx1 + idx5, i1r - i2r);
}
}
}
for (long k = 0; k < l1; k++) {
long idxt1 = k * ido;
long idxt2 = idxt1 * ip;
for (long i = 0; i < ido; i++) {
out.setDouble(out_off + i + idxt1, in.getDouble(in_off + i + idxt2));
}
}
} else {
for (long j = 1; j < ipph; j++) {
jc = ip - j;
long idxt1 = j * l1 * ido;
long idxt2 = jc * l1 * ido;
long idxt3 = j * ido;
long idxt4 = jc * ido;
for (long i = 0; i < ido; i++) {
for (long k = 0; k < l1; k++) {
long idx1 = k * ido;
long idx2 = idx1 * ip;
long idx3 = out_off + i;
long idx4 = in_off + i;
double i1r = in.getDouble(idx4 + idxt3 + idx2);
double i2r = in.getDouble(idx4 + idxt4 + idx2);
out.setDouble(idx3 + idx1 + idxt1, i1r + i2r);
out.setDouble(idx3 + idx1 + idxt2, i1r - i2r);
}
}
}
for (long i = 0; i < ido; i++) {
for (long k = 0; k < l1; k++) {
long idx1 = k * ido;
out.setDouble(out_off + i + idx1, in.getDouble(in_off + i + idx1 * ip));
}
}
}
idl = 2 - ido;
inc = 0;
long idxt0 = (ip - 1) * idl1;
for (l = 1; l < ipph; l++) {
lc = ip - l;
idl += ido;
long idxt1 = l * idl1;
long idxt2 = lc * idl1;
long idxt3 = idl + iw1;
w1r = wtablel.getDouble(idxt3 - 2);
w1i = isign * wtablel.getDouble(idxt3 - 1);
for (long ik = 0; ik < idl1; ik++) {
long idx1 = in_off + ik;
long idx2 = out_off + ik;
in.setDouble(idx1 + idxt1, out.getDouble(idx2) + w1r * out.getDouble(idx2 + idl1));
in.setDouble(idx1 + idxt2, w1i * out.getDouble(idx2 + idxt0));
}
idlj = idl;
inc += ido;
for (long j = 2; j < ipph; j++) {
jc = ip - j;
idlj += inc;
if (idlj > idp) {
idlj -= idp;
}
long idxt4 = idlj + iw1;
w2r = wtablel.getDouble(idxt4 - 2);
w2i = isign * wtablel.getDouble(idxt4 - 1);
long idxt5 = j * idl1;
long idxt6 = jc * idl1;
for (long ik = 0; ik < idl1; ik++) {
long idx1 = in_off + ik;
long idx2 = out_off + ik;
in.setDouble(idx1 + idxt1, in.getDouble(idx1 + idxt1) + w2r * out.getDouble(idx2 + idxt5));
in.setDouble(idx1 + idxt2, in.getDouble(idx1 + idxt2) + w2i * out.getDouble(idx2 + idxt6));
}
}
}
for (long j = 1; j < ipph; j++) {
long idxt1 = j * idl1;
for (long ik = 0; ik < idl1; ik++) {
long idx1 = out_off + ik;
out.setDouble(idx1, out.getDouble(idx1) + out.getDouble(idx1 + idxt1));
}
}
for (long j = 1; j < ipph; j++) {
jc = ip - j;
long idx1 = j * idl1;
long idx2 = jc * idl1;
for (long ik = 1; ik < idl1; ik += 2) {
long idx3 = out_off + ik;
long idx4 = in_off + ik;
long iidx1 = idx4 + idx1;
long iidx2 = idx4 + idx2;
double i1i = in.getDouble(iidx1 - 1);
double i1r = in.getDouble(iidx1);
double i2i = in.getDouble(iidx2 - 1);
double i2r = in.getDouble(iidx2);
long oidx1 = idx3 + idx1;
long oidx2 = idx3 + idx2;
out.setDouble(oidx1 - 1, i1i - i2r);
out.setDouble(oidx2 - 1, i1i + i2r);
out.setDouble(oidx1, i1r + i2i);
out.setDouble(oidx2, i1r - i2i);
}
}
nac[0] = 1;
if (ido == 2) {
return;
}
nac[0] = 0;
LargeArrayUtils.arraycopy(out, out_off, in, in_off, idl1);
long idx0 = l1 * ido;
for (long j = 1; j < ip; j++) {
long idx1 = j * idx0;
for (long k = 0; k < l1; k++) {
long idx2 = k * ido;
long oidx1 = out_off + idx2 + idx1;
long iidx1 = in_off + idx2 + idx1;
in.setDouble(iidx1, out.getDouble(oidx1));
in.setDouble(iidx1 + 1, out.getDouble(oidx1 + 1));
}
}
if (idot <= l1) {
idij = 0;
for (long j = 1; j < ip; j++) {
idij += 2;
long idx1 = j * l1 * ido;
for (long i = 3; i < ido; i += 2) {
idij += 2;
long idx2 = idij + iw1 - 1;
w1r = wtablel.getDouble(idx2 - 1);
w1i = isign * wtablel.getDouble(idx2);
long idx3 = in_off + i;
long idx4 = out_off + i;
for (long k = 0; k < l1; k++) {
long idx5 = k * ido + idx1;
long iidx1 = idx3 + idx5;
long oidx1 = idx4 + idx5;
double o1i = out.getDouble(oidx1 - 1);
double o1r = out.getDouble(oidx1);
in.setDouble(iidx1 - 1, w1r * o1i - w1i * o1r);
in.setDouble(iidx1, w1r * o1r + w1i * o1i);
}
}
}
} else {
idj = 2 - ido;
for (long j = 1; j < ip; j++) {
idj += ido;
long idx1 = j * l1 * ido;
for (long k = 0; k < l1; k++) {
idij = idj;
long idx3 = k * ido + idx1;
for (long i = 3; i < ido; i += 2) {
idij += 2;
long idx2 = idij - 1 + iw1;
w1r = wtablel.getDouble(idx2 - 1);
w1i = isign * wtablel.getDouble(idx2);
long iidx1 = in_off + i + idx3;
long oidx1 = out_off + i + idx3;
double o1i = out.getDouble(oidx1 - 1);
double o1r = out.getDouble(oidx1);
in.setDouble(iidx1 - 1, w1r * o1i - w1i * o1r);
in.setDouble(iidx1, w1r * o1r + w1i * o1i);
}
}
}
}
}
}
