[SciPy-User] 64 bit weave issues
Jadhav, Alok
alok.jadhav at credit-suisse.com
Wed May 15 02:06:04 EDT 2013
SciPy gurus,
I am facing a strange problem using weave on 64 bit machine.
Specifically with weave's inline function. It has something to do with
weave's catalog.
Similar issues I found in the past (very old)
http://mail.scipy.org/pipermail/scipy-dev/2006-June/005908.html
http://mail.scipy.org/pipermail/scipy-dev/2005-June/003042.html
Common things I have in my observation are:
- Already working setup in 32 bit doesn't work in same manner
in 64 bit env
- Weave recompiles inline code which is already compiled and
doesn't require recompilation. This doesn't happen every time but at
random. Whenever weave recompiles I see a notification "repairing
catalog by removing key" in the output which ends up in the error
message "ImportError: DLL load failed: Invalid access to memory
location". If I don't see repair catalog message, then it doesn't fail.
It compiles correctly and generates the output.
- Sometimes gcc gets into an infinite loop printing error
message "Looking for python27.dll". Even though the dll is on the path.
This process doesn't end. Had to kill it forcefully. G++ process became
ghost even after killing python process.
Could someone advise what am I missing here. Is there any specific setup
that I need to do? Is there an issue with python 27 - 64 bit weave
implementation?
Is there some issue in using Scipy for 64bit in production? Is it not
stable yet?
Regards,
Alok
<CODE>
I have a simple script to calculate moving average using weave's inline
function.
source mvg.py
import numpy as np
import scipy.weave as weave
import distutils.sysconfig
import distutils.dir_util
import os
distutils.sysconfig._config_vars["LDSHARED"]="-LC:\strawberry\c\x86_64-w
64-mingw32\lib"
def ExpMovAvg(data,time,lag):
if (data.size!=time.size):
print "error in EMA, data and time have different size"
return None
result=np.repeat(0.0,data.size)
code="""
#line 66 "basics.py"
result(0)=data(0);
for (int i=0;i<data.size()-1;i++)
{
//double alpha=1-(2.0/(lag+1)*(time(i)-time(i-1)));
double dt=time(i+1)-time(i);
double alpha=pow(0.13533, dt / lag);
if(alpha>1)
{
alpha=10;
}
result(i+1)=(1-alpha)*data(i)+alpha*result(i);
}
"""
weave.inline(code,["data","time","lag","result"],type_converters=weave.c
onverters.blitz,headers=["<math.h>"],compiler="gcc",verbose=2)
return result
source test.py
import string
import numpy as np
import mvg
print(mvg.ExpMovAvg(np.array(range(10)),np.array(range(10)),2))
Output:
Working output:
Y:\STMM\alpha\klse\PROD>c:\python27\python.exe
s:\common\tools\python\python-2.7-64bit\test.py
[ 0. 0. 0.63212774 1.49679774 2.44701359 3.42869938
4.42196209 5.41948363 6.41857187 7.41823646]
Now if I keep running the script multiple times, sometimes I see correct
output... but suddenly sometimes I get below error.
Y:\STMM\alpha\klse\PROD>c:\python27\python.exe
s:\common\tools\python\python-2.7-64bit\test.py
repairing catalog by removing key
<weave: compiling>
Looking for python27.dll
running build_ext
running build_src
build_src
building extension "sc_44f3fe3c65d5c3feecb45d9269ac207f5" sources
build_src: building npy-pkg config files
Looking for python27.dll
customize Mingw32CCompiler
customize Mingw32CCompiler using build_ext
Looking for python27.dll
customize Mingw32CCompiler
customize Mingw32CCompiler using build_ext
building 'sc_44f3fe3c65d5c3feecb45d9269ac207f5' extension
compiling C++ sources
C compiler: g++ -g -DDEBUG -DMS_WIN64 -O0 -Wall
compile options: '-Ic:\python27\lib\site-packages\scipy\weave
-Ic:\python27\lib\site-packages\scipy\weave\scxx
-Ic:\python27\lib\site-packages\scipy\weave\blitz
-Ic:\python27\lib\site-packages\numpy\core\include -Ic:\python27\include
-Ic:\python27\PC -c'
g++ -g -DDEBUG -DMS_WIN64 -O0 -Wall
-Ic:\python27\lib\site-packages\scipy\weave
-Ic:\python27\lib\site-packages\scipy\weave\scxx
-Ic:\python27\lib\site-packages\scipy\weave\blitz
-Ic:\python27\lib\site-packages\numpy\core\include -Ic:\python27\include
-Ic:\python27\PC -c
c:\users\ajadhav2\appdata\local\temp\ajadhav2\python27_compiled\sc_44f3f
e3c65d5c3feecb45d9269ac207f5.cpp -o
c:\users\ajadhav2\appdata\local\temp\ajadhav2\python27_intermediate\comp
iler_2d3e1e2e4de6a91419d2376b162e5342\Release\users\ajadhav2\appdata\loc
al\temp\ajadhav2\python27_compiled\sc_44f3fe3c65d5c3feecb45d9269ac207f5.
o
Found executable C:\strawberry\c\bin\g++.exe
g++ -g -DDEBUG -DMS_WIN64 -O0
-Wall-Ic:\python27\lib\site-packages\scipy\weave-Ic:\python27\lib\site-p
ackages\scipy\weave\scxx
-Ic:\python27\lib\site-packages\scipy\weave\blitz
-Ic:\python27\lib\site-packages\numpy\core\include-Ic:\python27\include
-Ic:\python27\PC -c
c:\python27\lib\site-packages\scipy\weave\scxx\weave_imp.cpp -o
c:\users\ajadhav2\appdata\local\temp\ajadhav2\python27_intermediate\comp
iler_2d3e1e2e4de6a91419d2376b162e5342\Release\python27\lib\site-packages
\scipy\weave\scxx\weave_imp.o
g++ -g -shared
c:\users\ajadhav2\appdata\local\temp\ajadhav2\python27_intermediate\comp
iler_2d3e1e2e4de6a91419d2376b162e5342\Release\users\ajadhav2\appdata\loc
al\temp\ajadhav2\python27_compiled\sc_44f3fe3c65d5c3feecb45d9269ac207f5.
o
c:\users\ajadhav2\appdata\local\temp\ajadhav2\python27_intermediate\comp
iler_2d3e1e2e4de6a91419d2376b162e5342\Release\python27\lib\site-packages
\scipy\weave\scxx\weave_imp.o -Lc:\python27\libs
-Lc:\python27\PCbuild\amd64 -lpython27 -lmsvcr90 -o
c:\users\ajadhav2\appdata\local\temp\ajadhav2\python27_compiled\sc_44f3f
e3c65d5c3feecb45d9269ac207f5.pyd
running scons
Traceback (most recent call last):
File "s:\common\tools\python\python-2.7-64bit\test.py", line 5, in
<module>
print(mvg.ExpMovAvg(np.array(range(10)),np.array(range(10)),2))
File "s:\common\tools\python\python-2.7-64bit\mvg.py", line 30, in
ExpMovAvgweave.inline(code,["data","time","lag","result"],
type_converters=weave.converters.blitz,headers=["<math.h>"],compiler="gc
c",verbose=2)
File "c:\python27\lib\site-packages\scipy\weave\inline_tools.py",
line355, in inline **kw)
File "c:\python27\lib\site-packages\scipy\weave\inline_tools.py", line
488, in compile_function exec 'import ' + module_name
File "<string>", line 1, in <module> ImportError: DLL load failed:
Invalid access to memory location.
Y:\STMM\alpha\klse\PROD>
</CODE>
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