Develop Reference

Multiprocess by Using Android NDK SharedMemory.h

I keep trying Multi Processing (using Shared Memory) in Android Studio (With NDK). I installed NDK, LLDB, CMake. Also I use API Level 26 and min SDK is also 26 (OREO, 8.0).
I created native_lib.cpp, and making some files for testing FD.
I made simple small class for testing .
Class has int FileDescriptor, char* buffer.
I checked variables and it seems like made succesfully. ASharedMemory_Create() returns fd, and i can get size of memory from ASharedMemory_getSize(int fd).
But how can i access shared memory from another process? Am i need to use java for IPC? If i can i want to use native only. Currently java is only for UI.
https://developer.android.com/ndk/reference/group/memory
I checekd here. If there are something that worth i can refer please let me know. Thank you.
Edited---------------------------------------------------
I want to make shared memory in both of parent and child. Also want to access shared memory freely. Child to child, child to parents, parents to child.
Making File Descriptor and buffer in parents works smoothly, but when i try to make buffer or fd in child, i cant access it.
I used same name and size for ASharedMemory_create, but other process making different File descriptor in my opinion. Don't know whats wrong.
Below is my native_lib.cpp for testing. Functions matched with Buttons except Init. Init called onCreate.
int fd[4];
char* buffer[4];
int myFd;
int* cBuf;
const char* names[4] = {"Test", "Inter", "Process", "Mech"};
const int size = 512;
extern "C" JNIEXPORT void JNICALL
Java_org_techtwon_multipro_MainActivity_SyncBuffer(
JNIEnv *env,
jobject /* this */) {
int cVal;
memcpy(&cVal, cBuf, sizeof(int));
for(int i = 0 ; i < cVal; ++i)
{
if(fd[i] != NULL) {
buffer[i] = (char *) mmap(NULL, size, PROT_READ | PROT_WRITE, MAP_SHARED, fd[i], 0);
}
}
}
extern "C" JNIEXPORT void JNICALL
Java_org_techtwon_multipro_MainActivity_MakeFileDesc(
JNIEnv *env,
jobject /* this */) {
pid_t pid = fork();
int cVal;
if(pid < 0) {
return;
} else if(pid == 0) {
memcpy(&cVal, cBuf, sizeof(int));
fd[cVal] = ASharedMemory_create(names[cVal], size);
buffer[cVal] = (char*) mmap(NULL, size, PROT_READ | PROT_WRITE, MAP_SHARED, fd[cVal], 0);
memset(buffer[cVal], 0, size);
memcpy(buffer[cVal], names[cVal], strlen(names[cVal]));
cVal++;
memcpy(cBuf, &cVal, sizeof(int));
sleep(1);
exit(1);
}
}
extern "C" JNIEXPORT void JNICALL
Java_org_techtwon_multipro_MainActivity_Init(
JNIEnv *env,
jobject /* this */) {
myFd = ASharedMemory_create("Num", sizeof(int));
cBuf = (int*) mmap(NULL, sizeof(int), PROT_READ | PROT_WRITE | PROT_EXEC, MAP_SHARED, myFd, 0);
for(int i = 0 ; i < 4; ++i) fd[i] = ASharedMemory_create(names[i], size);
buffer[0] = (char*) mmap(NULL, size, PROT_READ | PROT_WRITE | PROT_EXEC, MAP_SHARED, fd[0], 0);
memcpy(buffer[0], names[0], strlen(names[0]));
memset(cBuf, 0, sizeof(int));
}
extern "C" JNIEXPORT jint JNICALL
Java_org_techtwon_multipro_MainActivity_GetFd(
JNIEnv *env,
jobject /* this */, jint idx) {
return fd[idx];
}
extern "C" JNIEXPORT jbyteArray JNICALL
Java_org_techtwon_multipro_MainActivity_GetBuffer(
JNIEnv *env,
jobject /* this */, jint idx) {
jbyteArray tmp = (*env).NewByteArray(strlen(buffer[idx]));
env->SetByteArrayRegion(tmp, 0, strlen(buffer[idx]), (jbyte*) buffer[idx]);
return tmp;
}
extern "C" JNIEXPORT jint JNICALL
Java_org_techtwon_multipro_MainActivity_GetcVal(
JNIEnv *env,
jobject /* this */, jint idx) {
int cVal;
memcpy(&cVal, cBuf, sizeof(int));
return cVal;
}

The code snippet in official docs has it quite clear:
int fd = ASharedMemory_create("memory", 128);
// By default it has PROT_READ | PROT_WRITE | PROT_EXEC.
char *buffer = (char *) mmap(NULL, 128, PROT_READ | PROT_WRITE, MAP_SHARED, fd, 0);
strcpy(buffer, "This is an example."); // trivially initialize content
// limit access to read only
ASharedMemory_setProt(fd, PROT_READ);
// share fd with another process here and the other process can only map with PROT_READ.
The name has no meaning, only helpful for debugging. The size should match.
This is the API you should use for API 29 and higher, the old ways (below) don't work anymore.
If you need also to cover devices below API 26, you need a fallback that makes direct IOCTLs to /dev/ashmem file descriptors. This was available since Android early days:
#include <fcntl.h>
#include <sys/mman.h>
#include <sys/ioctl.h>
#include <linux/ashmem.h>
int fd = open("/dev/ashmem", O_RDWR);
ioctl(fd, ASHMEM_SET_NAME, "memory");
ioctl(fd, ASHMEM_SET_SIZE, 128);
char *buffer = (char * ) mmap(NULL, 128, PROT_READ | PROT_WRITE, MAP_SHARED, fd, 0);
There even is a nice example of wrapping this shared memory for use in Java: ANDROID – CREATING SHARED MEMORY USING ASHMEM.

NDK memory saturation

I had to use NDK in my java code to call some audio processing functions, but i have never tried JNI or C/C++ coding. I tried to start from the scratch but i really have no time. so i found this library here and tried to use it. I always get a fatal signal 11 (sigsegv) error. I really don't know where to start. here's what i have done so far:
in the Android Activity:
public native int transform(double[] real,double[]imag, int n);
public native int convolve(double[]xreal,double[]ximag,double[]yreal,double[]yimag,double[]outreal,double[]outim, int n);
and they are called in the same file like this :
transform(raw1, imag1,raw1.length);//result back into each vector
transform(raw2, imag2,raw2.length);
convolve(raw1,imag1,raw2,imag2,outre,outim,raw1.length);
in the C file:
JNIEXPORT jint JNICALL Java_com_example_ffttest_FFTActivity_transform
(JNIEnv *env, jobject obj, jdoubleArray real, jdoubleArray imag, jint n)
{
if (n == 0)
return 1;
else if ((n & (n - 1)) == 0) // Is power of 2
return transform_radix2(real, imag, n);
else // More complicated algorithm for arbitrary sizes
return transform_bluestein(real, imag, n);
}
and made some changes to the convolve function:
JNIEXPORT jint JNICALL Java_com_example_ffttest_FFTActivity_convolve
(JNIEnv *env, jobject obj, jdoubleArray xreal, jdoubleArray ximag, jdoubleArray yreal, jdoubleArray yimag, jdoubleArray outreal, jdoubleArray outimag, jint n)
{
//size = n * sizeof(double);
n = (*env)->GetArrayLength(env, xreal);
jdouble *a=(*env)->GetDoubleArrayElements(env,xreal,0);
jdouble *b=(*env)->GetDoubleArrayElements(env,ximag,0);
jdouble *c=(*env)->GetDoubleArrayElements(env,yreal,0);
jdouble *d=(*env)->GetDoubleArrayElements(env,yimag,0);
jdouble *e=(*env)->GetDoubleArrayElements(env,outreal,0);
jdouble *f=(*env)->GetDoubleArrayElements(env,outimag,0);
...
Is there some changes i need to know from C to JNI?

How to use JNI bitmap operations for helping to avoid OOM when using large images? [closed]

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Background
most of the times, getting OOM on android is due to using too many bitmaps and/or creating large bitmaps.
recently i've decided to try out JNI in order to allow avoiding OOM by storing the data itself on the JNI side.
after messing around with JNI for a while, i've created some posts on SO asking for help and sharing my knowledge, and i've now decided to share some more code with you. here are the posts in case anyone is interested in reading the findings or contributing :
How to cache bitmaps into native memory
image decoding and manipulation using JNI on android
JNI - how to use multiple Jni wrapper instances with different fields?
Rotating a bitmap using JNI & NDK
this time, i've added the ability to store,restore, crop and rotate bitmaps. it should be easy to add more options and I would be happy if other people here would add their own code to more useful functions .
so the code i'm about to show is actually merging of all the things i've created.
Sample code of usage:
Bitmap bitmap=BitmapFactory.decodeResource(getResources(),R.drawable.ic_launcher);
final int width=bitmap.getWidth(),height=bitmap.getHeight();
// store the bitmap in the JNI "world"
final JniBitmapHolder bitmapHolder=new JniBitmapHolder(bitmap);
// no need for the bitmap on the java "world", since the operations are done on the JNI "world"
bitmap.recycle();
// crop a center square from the bitmap, from (0.25,0.25) to (0.75,0.75) of the bitmap.
bitmapHolder.cropBitmap(width/4,height/4,width*3/4,height*3/4);
//rotate the bitmap:
bitmapHolder.rotateBitmapCcw90();
//get the output java bitmap , and free the one on the JNI "world"
bitmap=bitmapHolder.getBitmapAndFree();
The project is available on github
project page is available on github here .
feel free to give advises and contribute.
Important notes
same notes as shown here, plus:
current features that are written here (more updated on the project page) :
store
restore
rotate 90 degrees CCW
crop.
the approach i've taken for this code is both memory efficiency (use only memory that i need, and free it when not needed), and CPU efficiency (i tried to use pointers and CPU memory cache optimizations whenever possible).
for best performance, i've done really few validations, especially on the JNI part. it might be best to manage the validations on the java "world".
there are still many missing features that i think should be added, and i hope that i will have the time to add them . if anyone wishes to contribute, i will be glad to add they code too. here are the functions that i think could be useful:
get current bitmap info
scale bitmaps, including choice of which algorithm to use (nearest neighbour and bilinear interpolation should be enough).
use different bitmap formats
do the decoding within JNI, to avoid creation of the java bitmap (and not use the heap on the java world) from the beginning, only at the end, when you finished with all of the operations.
face detection
rotation in any angle, or at least the obvious ones . currently i only added rotation of 90 degrees counter clock wise .

NOTE: this is a bit old code. for the most updated one, check out the project page on github.
jni/Android.mk
LOCAL_PATH := $(call my-dir)
#bitmap operations module
include $(CLEAR_VARS)
LOCAL_MODULE := JniBitmapOperations
LOCAL_SRC_FILES := JniBitmapOperations.cpp
LOCAL_LDLIBS := -llog
LOCAL_LDFLAGS += -ljnigraphics
include $(BUILD_SHARED_LIBRARY)
APP_OPTIM := debug
LOCAL_CFLAGS := -g
#if you need to add more module, do the same as the one we started with (the one with the CLEAR_VARS)
jni/JniBitmapOperations.cpp
#include <jni.h>
#include <jni.h>
#include <android/log.h>
#include <stdio.h>
#include <android/bitmap.h>
#include <cstring>
#include <unistd.h>
#define LOG_TAG "DEBUG"
#define LOGD(...) __android_log_print(ANDROID_LOG_DEBUG,LOG_TAG,__VA_ARGS__)
#define LOGE(...) __android_log_print(ANDROID_LOG_ERROR,LOG_TAG,__VA_ARGS__)
extern "C"
{
JNIEXPORT jobject JNICALL Java_com_jni_bitmap_1operations_JniBitmapHolder_jniStoreBitmapData(JNIEnv * env, jobject obj, jobject bitmap);
JNIEXPORT jobject JNICALL Java_com_jni_bitmap_1operations_JniBitmapHolder_jniGetBitmapFromStoredBitmapData(JNIEnv * env, jobject obj, jobject handle);
JNIEXPORT void JNICALL Java_com_jni_bitmap_1operations_JniBitmapHolder_jniFreeBitmapData(JNIEnv * env, jobject obj, jobject handle);
JNIEXPORT void JNICALL Java_com_jni_bitmap_1operations_JniBitmapHolder_jniRotateBitmapCcw90(JNIEnv * env, jobject obj, jobject handle);
JNIEXPORT void JNICALL Java_com_jni_bitmap_1operations_JniBitmapHolder_jniCropBitmap(JNIEnv * env, jobject obj, jobject handle, uint32_t left, uint32_t top, uint32_t right, uint32_t bottom);
}
class JniBitmap
{
public:
uint32_t* _storedBitmapPixels;
AndroidBitmapInfo _bitmapInfo;
JniBitmap()
{
_storedBitmapPixels = NULL;
}
};
/**crops the bitmap within to be smaller. note that no validations are done*/ //
JNIEXPORT void JNICALL Java_com_jni_bitmap_1operations_JniBitmapHolder_jniCropBitmap(JNIEnv * env, jobject obj, jobject handle, uint32_t left, uint32_t top, uint32_t right, uint32_t bottom)
{
JniBitmap* jniBitmap = (JniBitmap*) env->GetDirectBufferAddress(handle);
if (jniBitmap->_storedBitmapPixels == NULL)
return;
uint32_t* previousData = jniBitmap->_storedBitmapPixels;
uint32_t oldWidth = jniBitmap->_bitmapInfo.width;
uint32_t newWidth = right - left, newHeight = bottom - top;
uint32_t* newBitmapPixels = new uint32_t[newWidth * newHeight];
uint32_t* whereToGet = previousData + left + top * oldWidth;
uint32_t* whereToPut = newBitmapPixels;
for (int y = top; y < bottom; ++y)
{
memcpy(whereToPut, whereToGet, sizeof(uint32_t) * newWidth);
whereToGet += oldWidth;
whereToPut += newWidth;
}
//done copying , so replace old data with new one
delete[] previousData;
jniBitmap->_storedBitmapPixels = newBitmapPixels;
jniBitmap->_bitmapInfo.width = newWidth;
jniBitmap->_bitmapInfo.height = newHeight;
}
/**rotates the inner bitmap data by 90 degress counter clock wise*/ //
JNIEXPORT void JNICALL Java_com_jni_bitmap_1operations_JniBitmapHolder_jniRotateBitmapCcw90(JNIEnv * env, jobject obj, jobject handle)
{
JniBitmap* jniBitmap = (JniBitmap*) env->GetDirectBufferAddress(handle);
if (jniBitmap->_storedBitmapPixels == NULL)
return;
uint32_t* previousData = jniBitmap->_storedBitmapPixels;
AndroidBitmapInfo bitmapInfo = jniBitmap->_bitmapInfo;
uint32_t* newBitmapPixels = new uint32_t[bitmapInfo.height * bitmapInfo.width];
int whereToPut = 0;
// A.D D.C
// ...>...
// B.C A.B
for (int x = bitmapInfo.width - 1; x >= 0; --x)
for (int y = 0; y < bitmapInfo.height; ++y)
{
uint32_t pixel = previousData[bitmapInfo.width * y + x];
newBitmapPixels[whereToPut++] = pixel;
}
delete[] previousData;
jniBitmap->_storedBitmapPixels = newBitmapPixels;
uint32_t temp = bitmapInfo.width;
bitmapInfo.width = bitmapInfo.height;
bitmapInfo.height = temp;
}
/**free bitmap*/ //
JNIEXPORT void JNICALL Java_com_jni_bitmap_1operations_JniBitmapHolder_jniFreeBitmapData(JNIEnv * env, jobject obj, jobject handle)
{
JniBitmap* jniBitmap = (JniBitmap*) env->GetDirectBufferAddress(handle);
if (jniBitmap->_storedBitmapPixels == NULL)
return;
delete[] jniBitmap->_storedBitmapPixels;
jniBitmap->_storedBitmapPixels = NULL;
delete jniBitmap;
}
/**restore java bitmap (from JNI data)*/ //
JNIEXPORT jobject JNICALL Java_com_jni_bitmap_1operations_JniBitmapHolder_jniGetBitmapFromStoredBitmapData(JNIEnv * env, jobject obj, jobject handle)
{
JniBitmap* jniBitmap = (JniBitmap*) env->GetDirectBufferAddress(handle);
if (jniBitmap->_storedBitmapPixels == NULL)
{
LOGD("no bitmap data was stored. returning null...");
return NULL;
}
//
//creating a new bitmap to put the pixels into it - using Bitmap Bitmap.createBitmap (int width, int height, Bitmap.Config config) :
//
//LOGD("creating new bitmap...");
jclass bitmapCls = env->FindClass("android/graphics/Bitmap");
jmethodID createBitmapFunction = env->GetStaticMethodID(bitmapCls, "createBitmap", "(IILandroid/graphics/Bitmap$Config;)Landroid/graphics/Bitmap;");
jstring configName = env->NewStringUTF("ARGB_8888");
jclass bitmapConfigClass = env->FindClass("android/graphics/Bitmap$Config");
jmethodID valueOfBitmapConfigFunction = env->GetStaticMethodID(bitmapConfigClass, "valueOf", "(Ljava/lang/String;)Landroid/graphics/Bitmap$Config;");
jobject bitmapConfig = env->CallStaticObjectMethod(bitmapConfigClass, valueOfBitmapConfigFunction, configName);
jobject newBitmap = env->CallStaticObjectMethod(bitmapCls, createBitmapFunction, jniBitmap->_bitmapInfo.width, jniBitmap->_bitmapInfo.height, bitmapConfig);
//
// putting the pixels into the new bitmap:
//
int ret;
void* bitmapPixels;
if ((ret = AndroidBitmap_lockPixels(env, newBitmap, &bitmapPixels)) < 0)
{
LOGE("AndroidBitmap_lockPixels() failed ! error=%d", ret);
return NULL;
}
uint32_t* newBitmapPixels = (uint32_t*) bitmapPixels;
int pixelsCount = jniBitmap->_bitmapInfo.height * jniBitmap->_bitmapInfo.width;
memcpy(newBitmapPixels, jniBitmap->_storedBitmapPixels, sizeof(uint32_t) * pixelsCount);
AndroidBitmap_unlockPixels(env, newBitmap);
//LOGD("returning the new bitmap");
return newBitmap;
}
/**store java bitmap as JNI data*/ //
JNIEXPORT jobject JNICALL Java_com_jni_bitmap_1operations_JniBitmapHolder_jniStoreBitmapData(JNIEnv * env, jobject obj, jobject bitmap)
{
AndroidBitmapInfo bitmapInfo;
uint32_t* storedBitmapPixels = NULL;
//LOGD("reading bitmap info...");
int ret;
if ((ret = AndroidBitmap_getInfo(env, bitmap, &bitmapInfo)) < 0)
{
LOGE("AndroidBitmap_getInfo() failed ! error=%d", ret);
return NULL;
}
LOGD("width:%d height:%d stride:%d", bitmapInfo.width, bitmapInfo.height, bitmapInfo.stride);
if (bitmapInfo.format != ANDROID_BITMAP_FORMAT_RGBA_8888)
{
LOGE("Bitmap format is not RGBA_8888!");
return NULL;
}
//
//read pixels of bitmap into native memory :
//
//LOGD("reading bitmap pixels...");
void* bitmapPixels;
if ((ret = AndroidBitmap_lockPixels(env, bitmap, &bitmapPixels)) < 0)
{
LOGE("AndroidBitmap_lockPixels() failed ! error=%d", ret);
return NULL;
}
uint32_t* src = (uint32_t*) bitmapPixels;
storedBitmapPixels = new uint32_t[bitmapInfo.height * bitmapInfo.width];
int pixelsCount = bitmapInfo.height * bitmapInfo.width;
memcpy(storedBitmapPixels, src, sizeof(uint32_t) * pixelsCount);
AndroidBitmap_unlockPixels(env, bitmap);
JniBitmap *jniBitmap = new JniBitmap();
jniBitmap->_bitmapInfo = bitmapInfo;
jniBitmap->_storedBitmapPixels = storedBitmapPixels;
return env->NewDirectByteBuffer(jniBitmap, 0);
}
src/com/jni/bitmap_operations/JniBitmapHolder.java
package com.jni.bitmap_operations;
import java.nio.ByteBuffer;
import android.graphics.Bitmap;
import android.util.Log;
public class JniBitmapHolder
{
ByteBuffer _handler =null;
static
{
System.loadLibrary("JniBitmapOperations");
}
private native ByteBuffer jniStoreBitmapData(Bitmap bitmap);
private native Bitmap jniGetBitmapFromStoredBitmapData(ByteBuffer handler);
private native void jniFreeBitmapData(ByteBuffer handler);
private native void jniRotateBitmapCcw90(ByteBuffer handler);
private native void jniCropBitmap(ByteBuffer handler,final int left,final int top,final int right,final int bottom);
public JniBitmapHolder()
{}
public JniBitmapHolder(final Bitmap bitmap)
{
storeBitmap(bitmap);
}
public void storeBitmap(final Bitmap bitmap)
{
if(_handler!=null)
freeBitmap();
_handler=jniStoreBitmapData(bitmap);
}
public void rotateBitmapCcw90()
{
if(_handler==null)
return;
jniRotateBitmapCcw90(_handler);
}
public void cropBitmap(final int left,final int top,final int right,final int bottom)
{
if(_handler==null)
return;
jniCropBitmap(_handler,left,top,right,bottom);
}
public Bitmap getBitmap()
{
if(_handler==null)
return null;
return jniGetBitmapFromStoredBitmapData(_handler);
}
public Bitmap getBitmapAndFree()
{
final Bitmap bitmap=getBitmap();
freeBitmap();
return bitmap;
}
public void freeBitmap()
{
if(_handler==null)
return;
jniFreeBitmapData(_handler);
_handler=null;
}
#Override
protected void finalize() throws Throwable
{
super.finalize();
if(_handler==null)
return;
Log.w("DEBUG","JNI bitmap wasn't freed nicely.please rememeber to free the bitmap as soon as you can");
freeBitmap();
}
}

Android ndk out of memory issue

i am trying to do real time image processing in android using jni. I have a native method to decode image data and i call this method for every frame. After a few seconds later i get out of memory and my app terminats.
LOG OUTPUT:
12-03 20:54:19.780: E/dalvikvm-heap(8119): Out of memory on a 3686416-byte allocation.
MY NATIVE METHOD:
JNIEXPORT jintArray JNICALL Java_net_oyunyazar_arcc_data_FrameManager_processImage(JNIEnv* env, jobject javaThis, jint width, jint height, jbyteArray arr) {
jint *convertedData;
convertedData = (jint*)malloc((width*height) * sizeof(jint));
jintArray result = (*env)->NewIntArray(env, width*height);
jint y,x;
jbyte grey;
jsize len = (*env)->GetArrayLength(env, arr);
jbyte *YUVData = (*env)->GetByteArrayElements(env, arr, 0);
for (y = 0; y < height; y++){
for (x = 0; x < width; x++){
grey = YUVData[y * width + x];
convertedData[y*width+x] =(jint) grey & 0xff;
}
}
LOGD("Random [%d]",len);
(*env)->SetIntArrayRegion(env, result, 0, (width*height),convertedData );
free(convertedData);
(*env)->ReleaseByteArrayElements(env, YUVData, (jbyte*)arr, 0);
return result;
}
Thanks for any help.

I have the same problem as yours.
In your specific case, while you are using pixel (and probably bitmap) you can send a bitmap instead of your bytearray and modify it
void *pixel_bm;
int retValue;
AndroidBitmapInfo info;
if ((retValue = AndroidBitmap_getInfo(env, bitmap, &info)) < 0) return 0;
if ((retValue = AndroidBitmap_lockPixels(env, bitmap, &pixel_bm)) < 0) return 0;
// you can now read an write into pixel_bm
AndroidBitmap_unlockPixels(env, bitmap);
If you find a solution to correctly free a GetByteArrayElement result, I'm instrested by the solution !!!

I have solved this problem by releasing the parameters.
(*env)->ReleaseByteArrayElements(env, arr, YUVData, 0);
It works great now.

How to populate values in a 2d array in JNI and return it as an object array?

I am trying to perform matrix multiplication which involves two dimensional double arrays. I followed an article on the SUN website but still couldn't get it right. Here's a brief description of my problem and the way I handled it:
I've two 2-dimensional double arrays which I am passing to JNI from my java function. I passed these arrays as JObectArray. In my JNI function, I created two local arrays of type double and copied the JObjectArrays in these local arrays. I then performed matrix multiplication and stored the result in another local array called result.
Now I want to return this result array back to Java function but I don't know how to do this.
Can someone please help me out with my query?
Here's my code:
JNIEXPORT jobjectArray JNICALL Java_prj_anyapp_JNIForMFCC_compute(JNIEnv *env, jclass jClass, jint Am, jint Bm, jint Bn, jobjectArray A, jobjectArray B)
{
jobjectArray retC;
int i,j,k;
double sum;
int localAm, localBm, localBn;
localAm = Am;
localBm = Bm;
localBn = Bn;
double localArrayCopyB[localBm][localBn];
double localArrayCopyA[localAm][localBm];
double localArrayCopyC[localAm][localBn];
for(i=0; i<localAm; i++) {
jdoubleArray oneDimA=
(jdoubleArray)(*env)->GetObjectArrayElement(env,A, i);
jint *elementA = (*env)->GetIntArrayElements(env,oneDimA, 0);
for(j=0; j<localBm; j++) {
localArrayCopyA[i][j]= elementA[j];
}
for(i=0; i<localBm; i++) {
jdoubleArray oneDimB=
(jdoubleArray)(*env)->GetObjectArrayElement(env,B, i);
jint *elementB = (*env)->GetIntArrayElements(env,oneDimB, 0);
for(j=0; j<localBn; j++) {
localArrayCopyB[i][j]= elementB[j];
}
}
for(i=0; i<localAm; i++){
for(j=0; j<localBm; j++){
for(k=0; k<localBn; k++){
sum += localArrayCopyA[i][k] * localArrayCopyB[k][j];
}
localArrayCopyC[i][j] = sum;
}
}
}
}