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use dspace class to wrap all the client function
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wangzhezhe
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Oct 24, 2018
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Copyright (c) 2018 The Python Packaging Authority | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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python wrapper for DataSpaces project |
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name = "dspaceswrapper" |
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import numpy as np | ||
import dspaces | ||
import copy | ||
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class dataspaceClient: | ||
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# input a multidimensional array and get the size of it | ||
# input data should be an nparray | ||
def getUpBound(this,lb,data): | ||
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shape = data.shape | ||
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if(len(lb)!=len(shape)): | ||
print ('shape data shoule be 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.astype(int) | ||
return ub.tolist(),dim | ||
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def dspaces_init(this,comm,num_peers,appid): | ||
dspaces.wrapper_dspaces_init(comm,num_peers,appid) | ||
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def dspaces_wrapper_finalize(this): | ||
dspaces.wrapper_finalize() | ||
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def dspaces_lock_on_read(this,lock_name): | ||
dspaces.wrapper_dspaces_lock_on_read(lock_name) | ||
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def dspaces_lock_on_write(this,lock_name): | ||
dspaces.wrapper_dspaces_lock_on_write(lock_name) | ||
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def dspaces_get_data(this,var_name,ver,elemsize,lb,data): | ||
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originalShape = data.shape | ||
ub,ndim = this.getUpBound(lb,data) | ||
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# transfer to one dimention | ||
arraydataFlaten = data.flatten() | ||
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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 dspaces_put_data(this,var_name,ver,elemsize,lb,data): | ||
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arraydata = np.asarray(data) | ||
ub,ndim = this.getUpBound(lb,arraydata) | ||
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# transfer to one dimention | ||
arraydata = arraydata.flatten() | ||
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dspaces.wrapper_put_data(var_name,ver,elemsize,ndim,lb,ub,arraydata) | ||
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def dspaces_unlock_on_read(this,lock_name): | ||
dspaces.wrapper_dspaces_unlock_on_read(lock_name) | ||
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def dspaces_unlock_on_write(this,lock_name): | ||
dspaces.wrapper_dspaces_unlock_on_write(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 0; | ||
} | ||
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void wrapper_dspaces_lock_on_write(char *varname) | ||
{ | ||
//printf("get varname %s\n", varname); | ||
MPI_Comm gcomm = MPI_COMM_WORLD; | ||
dspaces_lock_on_write(varname, &gcomm); | ||
return; | ||
} | ||
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void wrapper_dspaces_unlock_on_write(char *varname) | ||
{ | ||
MPI_Comm gcomm = MPI_COMM_WORLD; | ||
dspaces_unlock_on_write(varname, &gcomm); | ||
return; | ||
} | ||
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void wrapper_dspaces_lock_on_read(char *varname) | ||
{ | ||
//printf("get varname %s\n", varname); | ||
MPI_Comm gcomm = MPI_COMM_WORLD; | ||
dspaces_lock_on_read(varname, &gcomm); | ||
return; | ||
} | ||
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void wrapper_dspaces_unlock_on_read(char *varname) | ||
{ | ||
MPI_Comm gcomm = MPI_COMM_WORLD; | ||
dspaces_unlock_on_read(varname, &gcomm); | ||
return; | ||
} | ||
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int wrapper_finalize() | ||
{ | ||
common_finalize(); | ||
} |
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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(char *varname); | ||
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void wrapper_dspaces_unlock_on_write(char *varname); | ||
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void wrapper_dspaces_lock_on_read(char *varname); | ||
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void wrapper_dspaces_unlock_on_read(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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.PHONY: default | ||
default: runtest | ||
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PYTHON = python | ||
PYTHON_CONFIG = ${PYTHON} ../../python-config | ||
MPI4PY_INCLUDE = ${shell ${PYTHON} -c 'import mpi4py; print( mpi4py.get_include() )'} | ||
NUMPY_INCLUDE = ${shell ${PYTHON} -c 'import numpy; print( numpy.get_include() )'} | ||
PREFIX = /home1/zw241/dataspaces | ||
INCLUDES = -I$(PREFIX)/include | ||
DSCOMMON = ../../../C/common.o | ||
LFLAG = -L/home1/zw241/dataspaces/install/lib -ldspaces -ldart -ldscommon -ldspacesf -lpthread -lm -lrt -libverbs -lrdmacm | ||
CFLAGS = -Wall -g | ||
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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} $(INCLUDES) -o $@ $< | ||
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MPICC = mpicc | ||
CFLAGS = -fPIC ${shell ${PYTHON_CONFIG} --includes} | ||
LDFLAGS = -shared ${shell ${PYTHON_CONFIG} --libs} | ||
SO = ${shell ${PYTHON_CONFIG} --extension-suffix} | ||
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.PHONY: buildput | ||
buildput: _dspaces${SO} | ||
_dspaces${SO}: dspaces_wrap.c | ||
${MPICC} ${CFLAGS} -I${MPI4PY_INCLUDE} -I${NUMPY_INCLUDE} $(INCLUDES) $(DSCOMMON) $(LFLAG) -o $@ $< ${LDFLAGS} | ||
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.PHONY: runtest | ||
runtest: buildput | ||
/bin/bash ./testrun.sh | ||
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.PHONY: clean | ||
clean: | ||
${RM} -r dspaces_wrap.c dspaces.py* _dspaces*.so *pycache* |
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This part use python script to call the DataSpaces api directly without extra c code wrapping | ||
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from mpi4py import MPI | ||
import numpy as np | ||
import dataspaces | ||
import ctypes | ||
import os | ||
import time | ||
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comm = MPI.COMM_WORLD | ||
rank = comm.Get_rank() | ||
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# copy all conf.* file to current dir | ||
serverdir = "/home1/zw241/dataspaces/tests/C" | ||
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confpath = serverdir+"/conf*" | ||
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copyCommand = "cp "+confpath+" ." | ||
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os.system(copyCommand) | ||
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# number of clients at clients end to join server | ||
num_peers= 1 | ||
appid = 2 | ||
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var_name = "ex1_sample_data" | ||
lock_name = "my_test_lock" | ||
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data = np.array([0.0,0.0,0.0]) | ||
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ds = dataspaces.dataspaceClient() | ||
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ds.dspaces_init(comm,num_peers,appid) | ||
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for ver in range (2): | ||
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ds.dspaces_lock_on_read(lock_name) | ||
elemsize = ctypes.sizeof(ctypes.c_double) | ||
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lb = [0+ver*3] | ||
ub,ndim = ds.getUpBound(lb,data) | ||
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getdata=ds.dspaces_get_data(var_name,ver,elemsize,lb,data) | ||
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print ("get data") | ||
print (getdata) | ||
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ds.dspaces_unlock_on_read(lock_name) | ||
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time.sleep(1) | ||
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ds.dspaces_wrapper_finalize() | ||
MPI.Finalize() | ||
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