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wangzhezhe
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AUTOMAKE_OPTIONS = foreign | ||
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PYTHON_CONFIG = $(PYTHON) ../python-config | ||
MPI4PY_INCLUDE = ${shell $(PYTHON) -c 'import mpi4py; print( mpi4py.get_include() )'} | ||
NUMPY_INCLUDE = ${shell $(PYTHON) -c 'import numpy; print( numpy.get_include() )'} | ||
PREINCLUDES = -I${abs_top_srcdir}/include | ||
LFLAG = -L${abs_top_srcdir}/src -ldspaces -ldscommon -ldspacesf -L${abs_top_srcdir}/dart -ldart $(DSPACESLIB_LDADD) | ||
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SWIG = swig | ||
SWIG_PY = ${SWIG} -python | ||
.PHONY: src | ||
src: dspaces_wrap.c | ||
dspaces_wrap.c: dspaces.i | ||
[ -f ./numpy.i ] && echo "numpy.i already here, good" || curl -O https://raw.githubusercontent.com/numpy/numpy/master/tools/swig/numpy.i | ||
${SWIG_PY} -I${MPI4PY_INCLUDE} -I${NUMPY_INCLUDE} $(PREINCLUDES) -o $@ $< | ||
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MPICC = mpicc | ||
CFLAGS = -fPIC ${shell ${PYTHON_CONFIG} --includes} -Wall -g | ||
LDFLAGS = -shared ${shell ${PYTHON_CONFIG} --libs} | ||
SO = ${shell ${PYTHON_CONFIG} --extension-suffix} | ||
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.PHONY: buildwrap | ||
buildwrap: _dspaces${SO} | ||
_dspaces${SO}: dspaces_wrap.c | ||
${MPICC} ${CFLAGS} -I${MPI4PY_INCLUDE} -I${NUMPY_INCLUDE} $(PREINCLUDES) dspaces_wrap.c $(LFLAG) ${LDFLAGS} -o _dspaces${SO} | ||
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all: buildwrap | ||
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install-exec-local: | ||
cd .. && python3 setup.py install | ||
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clean-local: | ||
${RM} -r dspaces_wrap.c dspaces.py* _dspaces*.so *pycache* |
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name = "dataspaces" |
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import numpy as np | ||
import dataspaces.dspaces as dspaces | ||
import ctypes | ||
import copy | ||
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class dataspaceClient: | ||
def __init__(self, appid, comm): | ||
self.appid = appid | ||
self.comm = comm | ||
self.num_peers = comm.Get_size() | ||
print("init num_peers") | ||
print(self.num_peers) | ||
self.init(comm,self.num_peers,appid) | ||
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def getElemNum(self,lb,ub): | ||
# get elem number between lb and ub | ||
dim = len(lb) | ||
elemNum = 1 | ||
for i in range (dim): | ||
dis = ub[i]-lb[i] + 1 | ||
elemNum = elemNum*dis | ||
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return elemNum | ||
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def getDataShape(self,lb,ub): | ||
shape = [] | ||
dim = len(lb) | ||
for i in range (dim): | ||
shape.append(ub[i]-lb[i] + 1) | ||
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return tuple(shape) | ||
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# input a multidimensional array and get the size of it | ||
# input data should be an nparray | ||
def getUpBound(self,lb,data): | ||
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shape = data.shape | ||
if(len(lb)!=len(shape)): | ||
print ('data shape should in the same dimention with lb') | ||
exit(-1) | ||
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dim = len(shape) | ||
offset = np.ones(dim) | ||
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ub = np.asarray(lb)+np.asarray(shape) - offset | ||
ub = ub.astype(int) | ||
return ub.tolist(),dim | ||
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def init(self,comm,num_peers,appid): | ||
dspaces.wrapper_dspaces_init(comm,num_peers,appid) | ||
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def finalize(self): | ||
dspaces.wrapper_finalize() | ||
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def lock_on_write(self,lock_name): | ||
dspaces.wrapper_dspaces_lock_on_write(self.comm, lock_name) | ||
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def unlock_on_write(self,lock_name): | ||
dspaces.wrapper_dspaces_unlock_on_write(self.comm, lock_name) | ||
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def get(self,var_name,ver,lb,ub): | ||
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# originalShape = data.shape | ||
# ub,ndim = this.getUpBound(lb,data) | ||
if(len(lb)!=len(ub)): | ||
sys.exit("lb and ub should in same dimention") | ||
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ndim = len(lb) | ||
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originalShape = self.getDataShape(lb,ub) | ||
elemNum = self.getElemNum(lb,ub) | ||
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arraydataFlaten = np.empty(elemNum) | ||
arraydataFlaten.fill(0.0) | ||
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elemsize = ctypes.sizeof(ctypes.c_double) | ||
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# the elemsize here is the size for each element | ||
dspaces.wrapper_get_data(var_name,ver,elemsize,ndim,lb,ub,arraydataFlaten) | ||
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# reshape into original format | ||
getdata = arraydataFlaten.reshape(originalShape) | ||
return getdata | ||
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def put(self,var_name,ver,lb,putdata): | ||
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arraydata = np.asarray(putdata) | ||
ub,ndim = self.getUpBound(lb,arraydata) | ||
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# transfer to one dimention | ||
arraydata = arraydata.flatten() | ||
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elemsize = ctypes.sizeof(ctypes.c_double) | ||
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# the elemsize here is the size for each element | ||
dspaces.wrapper_put_data(var_name,ver,elemsize,ndim,lb,ub,arraydata) | ||
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def lock_on_read(self,lock_name): | ||
dspaces.wrapper_dspaces_lock_on_read(self.comm, lock_name) | ||
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def unlock_on_read(self,lock_name): | ||
dspaces.wrapper_dspaces_unlock_on_read(self.comm, lock_name) | ||
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/* put.c : Example 1: DataSpaces put tutorial | ||
* This example will show you the simplest way | ||
* to put a 1D array of 3 elements into the DataSpace. | ||
* */ | ||
#include <stdio.h> | ||
#include <stdlib.h> | ||
#include <stdint.h> | ||
#include "dataspaces.h" | ||
#include "mpi.h" | ||
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void wrapper_dspaces_init(MPI_Comm pgcomm, int num_peers, int appid) | ||
{ | ||
int nprocs; | ||
int rank; | ||
MPI_Comm_size(pgcomm, &nprocs); | ||
MPI_Comm_rank(pgcomm, &rank); | ||
MPI_Comm gcomm = pgcomm; | ||
MPI_Barrier(gcomm); | ||
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printf("num_peers %d appid %d\n", num_peers, appid); | ||
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// Initalize DataSpaces | ||
// # of Peers, Application ID, ptr MPI comm, additional parameters | ||
// # Peers: Number of connecting clients to the DS server | ||
// Application ID: Unique idenitifier (integer) for application | ||
// Pointer to the MPI Communicator, allows DS Layer to use MPI barrier func | ||
// Addt'l parameters: Placeholder for future arguments, currently NULL. | ||
// the first parameter should be same with the number of threads to access server (namely -n after mpiexec) | ||
// the second parameter is used to label current application, one application/program should have unique appid | ||
// init is only needed to call once for multiple timesteps | ||
dspaces_init(num_peers, appid, &gcomm, NULL); | ||
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return; | ||
} | ||
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int wrapper_put_data(const char *var_name, | ||
unsigned int timestep, int size, | ||
int ndim, unsigned long long *lb, int n1, unsigned long long *ub, int n2, double *data, int n) | ||
{ | ||
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//printf("Timestep %d: put data %lf %lf %lf\n", timestep, data[0], data[1], data[2]); | ||
//TODO if debug | ||
/* | ||
int i=0; | ||
for (i=0;i<ndim;i++){ | ||
printf("index lb %d is %d\n", i, lb[i]); | ||
} | ||
for (i=0;i<ndim;i++){ | ||
printf("index ub %d is %d\n", i, ub[i]); | ||
} | ||
*/ | ||
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return dspaces_put(var_name, timestep, size, ndim, (uint64_t *)lb, (uint64_t *)ub, data); | ||
} | ||
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int wrapper_get_data(const char *var_name, | ||
unsigned int timestep, int size, | ||
int ndim, unsigned long long *lb, int n1, unsigned long long *ub, int n2, double *data, int n) | ||
{ | ||
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//TODO if debug | ||
/* | ||
int i=0; | ||
for (i=0;i<ndim;i++){ | ||
printf("index lb %d is %d\n", i, lb[i]); | ||
} | ||
for (i=0;i<ndim;i++){ | ||
printf("index ub %d is %d\n", i, ub[i]); | ||
} | ||
*/ | ||
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int rcode = dspaces_get(var_name, timestep, size, ndim, (uint64_t *)lb, (uint64_t *)ub, data); | ||
return rcode; | ||
} | ||
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void wrapper_dspaces_lock_on_write(MPI_Comm pgcomm, char *varname) | ||
{ | ||
//printf("get varname %s\n", varname); | ||
//MPI_Comm gcomm = MPI_COMM_WORLD; | ||
dspaces_lock_on_write(varname, &pgcomm); | ||
return; | ||
} | ||
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void wrapper_dspaces_unlock_on_write(MPI_Comm pgcomm, char *varname) | ||
{ | ||
//MPI_Comm gcomm = MPI_COMM_WORLD; | ||
dspaces_unlock_on_write(varname, &pgcomm); | ||
return; | ||
} | ||
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void wrapper_dspaces_lock_on_read(MPI_Comm pgcomm, char *varname) | ||
{ | ||
//printf("get varname %s\n", varname); | ||
//MPI_Comm gcomm = MPI_COMM_WORLD; | ||
dspaces_lock_on_read(varname, &pgcomm); | ||
return; | ||
} | ||
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void wrapper_dspaces_unlock_on_read(MPI_Comm pgcomm, char *varname) | ||
{ | ||
dspaces_unlock_on_read(varname, &pgcomm); | ||
return; | ||
} | ||
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void wrapper_finalize() | ||
{ | ||
dspaces_finalize(); | ||
return; | ||
} |
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%module dspaces | ||
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%{ | ||
#define SWIG_FILE_WITH_INIT | ||
#define SWIG_PYTHON_STRICT_BYTE_CHAR | ||
#include "mpi.h" | ||
#include "dspaces.c" | ||
%} | ||
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%include mpi4py/mpi4py.i | ||
%include "numpy.i" | ||
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%init %{ | ||
import_array(); | ||
%} | ||
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%mpi4py_typemap(Comm, MPI_Comm); | ||
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%apply (double* IN_ARRAY1, int DIM1) {(double* data, int n)}; | ||
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%apply (unsigned long long * IN_ARRAY1, int DIM1) {(unsigned long long * lb, int n1)}; | ||
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%apply (unsigned long long * IN_ARRAY1, int DIM1) {(unsigned long long * ub, int n2)}; | ||
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void wrapper_dspaces_init(MPI_Comm pgcomm,int num_peers, int appid); | ||
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void wrapper_dspaces_lock_on_write(MPI_Comm pgcomm, char *varname); | ||
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void wrapper_dspaces_unlock_on_write(MPI_Comm pgcomm, char *varname); | ||
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void wrapper_dspaces_lock_on_read(MPI_Comm pgcomm, char *varname); | ||
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void wrapper_dspaces_unlock_on_read(MPI_Comm pgcomm, char *varname); | ||
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void wrapper_finalize(); | ||
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int wrapper_put_data(const char *var_name, | ||
unsigned int ver, int size, | ||
int ndim, unsigned long long *lb,int n1, unsigned long long*ub, int n2, double *data, int n); | ||
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int wrapper_get_data(const char *var_name, | ||
unsigned int ver, int size, | ||
int ndim, unsigned long long *lb,int n1, unsigned long long*ub, int n2, double *data, int n); |
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from mpi4py import MPI | ||
import numpy as np | ||
import dataspaces.dataspaceClient as dataspaces | ||
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comm = MPI.COMM_WORLD | ||
rank = comm.Get_rank() | ||
appid = 2 | ||
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ds = dataspaces.dataspaceClient(appid, comm) | ||
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var_name = "ex1_sample_data" | ||
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for ts in range(10): | ||
ds.lock_on_read("my_test_lock") | ||
lb = [rank+ts*3] | ||
ub = [rank+ts*3+2] | ||
data = ds.get(var_name, ts, lb, ub) | ||
print("Timestep %d: get data %s" % (ts, data)) | ||
ds.unlock_on_read("my_test_lock") |
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from mpi4py import MPI | ||
import numpy as np | ||
import dataspaces.dataspaceClient as dataspaces | ||
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comm = MPI.COMM_WORLD | ||
rank = comm.Get_rank() | ||
appid = 1 | ||
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var_name = "ex1_sample_data" | ||
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ds = dataspaces.dataspaceClient(appid, comm) | ||
for ts in range(10): | ||
ds.lock_on_write("my_test_lock") | ||
data = np.random.randint(0, 99, size=3) | ||
print("Timestep %d: put data %s" % (ts, data)) | ||
lb = [rank+ts*3] | ||
print(len(np.asarray(lb).shape)) | ||
print(len(data.shape)) | ||
ds.put(var_name, ts, lb, data) | ||
ds.unlock_on_write("my_test_lock") |
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