我将努力做到非常具体和翔实。为了地理空间/地球科学社区的利益,我想创建一个Dockerfile,其中包含所有用于地球科学的包。Dockerfile构建在枕木-笔记本停靠堆栈之上。
问题:
我正在尝试构建HPGL (一个用于Geostatistics的Python包)。
对于依赖关系:我使用apt-get构建了一些包,对于那些无法通过apt安装的包,我下载了.deb包。下面的Dockerfile显示了构建所有HPGL依赖项的步骤:
FROM jupyter/scipy-notebook
###
### HPGL - High Performance Geostatistics Library
###
USER root
RUN apt-get update && \
apt-get install -y \
gcc \
g++ \
libboost-all-dev
RUN apt-get update && \
apt-get install -y \
liblapack-dev \
libblas-dev \
liblapacke-dev
RUN apt-get update && \
apt-get install -y \
scons
RUN wget http://ftp.us.debian.org/debian/pool/main/libf/libf2c2/libf2c2_20090411-2_amd64.deb && \
dpkg -i libf2c2_20090411-2_amd64.deb
RUN wget http://ftp.us.debian.org/debian/pool/main/libf/libf2c2/libf2c2-dev_20090411-2_amd64.deb && \
dpkg -i libf2c2-dev_20090411-2_amd64.deb
RUN wget http://mirrors.kernel.org/ubuntu/pool/universe/c/clapack/libcblas3_3.2.1+dfsg-1_amd64.deb && \
dpkg -i libcblas3_3.2.1+dfsg-1_amd64.deb
RUN wget http://mirrors.kernel.org/ubuntu/pool/universe/c/clapack/libcblas-dev_3.2.1+dfsg-1_amd64.deb && \
dpkg -i libcblas-dev_3.2.1+dfsg-1_amd64.deb
RUN wget http://ftp.us.debian.org/debian/pool/main/c/clapack/libclapack3_3.2.1+dfsg-1_amd64.deb && \
dpkg -i libclapack3_3.2.1+dfsg-1_amd64.deb
RUN wget http://ftp.us.debian.org/debian/pool/main/c/clapack/libclapack-dev_3.2.1+dfsg-1_amd64.deb && \
dpkg -i libclapack-dev_3.2.1+dfsg-1_amd64.deb
RUN wget https://mirror.kku.ac.th/ubuntu/ubuntu/pool/main/l/lapack/libtmglib3_3.7.1-1_amd64.deb && \
dpkg -i libtmglib3_3.7.1-1_amd64.deb
RUN wget http://ftp.us.debian.org/debian/pool/main/l/lapack/libtmglib-dev_3.7.1-1_amd64.deb && \
dpkg -i libtmglib-dev_3.7.1-1_amd64.deb
RUN git clone https://github.com/hpgl/hpgl.git
RUN cd hpgl/src/ && \
bash -c "source activate python2 && scons -j 2"
RUN cd hpgl/src/ && \
bash -c "source activate python2 && python2 setup.py install"
RUN rm -rf hpgl \
scons-2.5.0* \
libf2c2_20090411-2_amd64.deb \
libf2c2-dev_20090411-2_amd64.deb \
libtmglib3_3.7.1-1_amd64.deb \
libtmglib-dev_3.7.1-1_amd64.deb \
libcblas3_3.2.1+dfsg-1_amd64.deb \
libcblas-dev_3.2.1+dfsg-1_amd64.deb \
libclapack3_3.2.1+dfsg-1_amd64.deb \
libclapack-dev_3.2.1+dfsg-1_amd64.deb
USER $NB_USER它运行平稳,我可以运行Docker容器并启动笔记本,但是当我在Python中导入HPGL时,我不知道发生了什么或者如何解决这个问题:
---------------------------------------------------------------------------
OSError Traceback (most recent call last)
<ipython-input-1-604a7d0744ab> in <module>()
----> 1 import geo_bsd
/opt/conda/envs/python2/lib/python2.7/site-packages/HPGL_BSD-0.9.9-py2.7.egg/geo_bsd/__init__.py in <module>()
2
3
----> 4 from geo import *
5 from sgs import sgs_simulation
6 from sis import sis_simulation
/opt/conda/envs/python2/lib/python2.7/site-packages/HPGL_BSD-0.9.9-py2.7.egg/geo_bsd/geo.py in <module>()
3 import ctypes as C
4
----> 5 from hpgl_wrap import _HPGL_SHAPE, _HPGL_CONT_MASKED_ARRAY, _HPGL_IND_MASKED_ARRAY, _HPGL_UBYTE_ARRAY, _HPGL_FLOAT_ARRAY, _HPGL_OK_PARAMS, _HPGL_SK_PARAMS, _HPGL_IK_PARAMS, _HPGL_MEDIAN_IK_PARAMS, __hpgl_cov_params_t, __hpgl_cockriging_m1_params_t, __hpgl_cockriging_m2_params_t, _hpgl_so
6 from hpgl_wrap import hpgl_output_handler, hpgl_progress_handler
7
/opt/conda/envs/python2/lib/python2.7/site-packages/HPGL_BSD-0.9.9-py2.7.egg/geo_bsd/hpgl_wrap.py in <module>()
144 _hpgl_so = NC.load_library('hpgl_d', __file__)
145 else:
--> 146 _hpgl_so = NC.load_library('hpgl', __file__)
147
148 _hpgl_so.hpgl_set_output_handler.restype = None
/opt/conda/envs/python2/lib/python2.7/site-packages/numpy/ctypeslib.pyc in load_library(libname, loader_path)
148 if os.path.exists(libpath):
149 try:
--> 150 return ctypes.cdll[libpath]
151 except OSError:
152 ## defective lib file
/opt/conda/envs/python2/lib/python2.7/ctypes/__init__.pyc in __getitem__(self, name)
435
436 def __getitem__(self, name):
--> 437 return getattr(self, name)
438
439 def LoadLibrary(self, name):
/opt/conda/envs/python2/lib/python2.7/ctypes/__init__.pyc in __getattr__(self, name)
430 if name[0] == '_':
431 raise AttributeError(name)
--> 432 dll = self._dlltype(name)
433 setattr(self, name, dll)
434 return dll
/opt/conda/envs/python2/lib/python2.7/ctypes/__init__.pyc in __init__(self, name, mode, handle, use_errno, use_last_error)
360
361 if handle is None:
--> 362 self._handle = _dlopen(self._name, mode)
363 else:
364 self._handle = handle
OSError: /usr/lib/libf2c.so.2: undefined symbol: MAIN__EDIT1:
因此,很明显,@Jean-Fran ois Fabre 这里!指出了一个非常类似的问题。在那里,问题与文件libf2c.so有关,解决方法如下:
rm /usr/lib/libf2c.so && ln -s /usr/lib/libf2c.a /usr/lib/libf2c.so@p 929在同一线程中解释了该解决方案:
实际上,它所做的是删除动态库并为静态库创建别名。
现在,我知道我也有同样的问题,但是有一个不同的文件(/usr/lib/libf2c.so.2)。解决方案是“删除动态库并为静态库创建别名”。我用相同的静态库/usr/lib/libf2c.a进行了尝试,但没有成功。
发布于 2017-07-29 23:27:17
解决方案:
通过在安装过程中将动态库更改为静态库,我最终解决了这个问题。HPGL是用斯康斯构建的。来自scons网站:
SCons是一个开源软件构建工具(.)配置文件是Python脚本。
因此,在调用SConstruct来构建HPGL之前,我在hpgl/src中编辑了scons文件。
来自SConstruct的原始hpgl/src文件
env = Environment(
CPPDEFINES = cl_defines,
CPPPATH = [
# '/opt/boost_1_38_src/',
'tnt_126',
'geo_bsd/hpgl',
'CLAPACK-3.1.1.1/INCLUDE' ],
LIBS = ['stdc++', 'libgomp', 'pthread', 'lapack', 'f2c', 'tmglib', 'blas'],
LIBPATH = ['CLAPACK-3.1.1.1'],
)我把LIBS列表改为:
LIBS = ['stdc++', 'libgomp', 'pthread', 'lapack', File('/usr/lib/libf2c.a'), 'tmglib', 'blas'],这个解决方案是由这条线中的@BenG提出的。
这样,scons就可以传递给g++,我们需要libf2c的静态库。建筑的一部分:
g++ -o geo_bsd/_cvariogram.so -shared temp/release/geo_bsd/_cvariogram/ellipsoid.os temp/release/geo_bsd/_cvariogram/stack_layers.os temp/release/geo_bsd/_cvariogram/variograms.os -LCLAPACK-3.1.1.1 -lstdc++ -lgomp -lpthread -llapack /usr/lib/libf2c.a -ltmglib -lblas 发布于 2017-07-30 22:14:13
您是否尝试过将LIBS中的名称从“libf2c”更改为“f2c”?
https://stackoverflow.com/questions/45382324
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