我创建了一个新的畅达环境PIP不安装numba/llvmlite内畅达环境中正常
[email protected]:~/project$ conda create -n test-env -c numba python=3.5.2 llvmdev=3.8
Fetching package metadata ...........
Solving package specifications: .
Package plan for installation in environment /home/user/anaconda2/envs/test-env:
The following NEW packages will be INSTALLED:
llvmdev: 3.8.1-7 numba
openssl: 1.0.2k-0
pip: 9.0.1-py35_1
python: 3.5.2-0
readline: 6.2-2
setuptools: 27.2.0-py35_0
sqlite: 3.13.0-0
system: 5.8-2 numba
tk: 8.5.18-0
wheel: 0.29.0-py35_0
xz: 5.2.2-1
zlib: 1.2.8-3
Proceed ([y]/n)? y
#
# To activate this environment, use:
# > source activate test-env
#
# To deactivate this environment, use:
# > source deactivate test-env
#
,然后激活它,并尝试使用专门PIP(不畅达)安装llvmlite和numba,这似乎成功。 (注:我也试过--no-cache-dir
,它不会改变任何东西)
[email protected]:~/project$ source activate test-env
(test-env) [email protected]:~/project$ pip install llvmlite==0.15 numba==0.30.1
Collecting llvmlite==0.15
Collecting numba==0.30.1
Collecting numpy (from numba==0.30.1)
Using cached numpy-1.12.0-cp35-cp35m-manylinux1_x86_64.whl
Installing collected packages: llvmlite, numpy, numba
Successfully installed llvmlite-0.15.0 numba-0.30.1 numpy-1.12.0
但库安装不正确,
(test-env) [email protected]:~/project$ python
Python 3.5.2 |Continuum Analytics, Inc.| (default, Jul 2 2016, 17:53:06)
[GCC 4.4.7 20120313 (Red Hat 4.4.7-1)] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import numba
Traceback (most recent call last):
File "/home/user/anaconda2/envs/test-env/lib/python3.5/site-packages/llvmlite/binding/ffi.py", line 42, in <module>
lib = ctypes.CDLL(os.path.join(_lib_dir, _lib_name))
File "/home/user/anaconda2/envs/test-env/lib/python3.5/ctypes/__init__.py", line 347, in __init__
self._handle = _dlopen(self._name, mode)
OSError: /home/user/anaconda2/envs/test-env/lib/python3.5/site-packages/llvmlite/binding/libllvmlite.so: undefined symbol: _ZNKSt14error_category23default_error_conditionEi
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/user/anaconda2/envs/test-env/lib/python3.5/site-packages/numba/__init__.py", line 9, in <module>
from . import config, errors, runtests, types
File "/home/user/anaconda2/envs/test-env/lib/python3.5/site-packages/numba/config.py", line 11, in <module>
import llvmlite.binding as ll
File "/home/user/anaconda2/envs/test-env/lib/python3.5/site-packages/llvmlite/binding/__init__.py", line 6, in <module>
from .dylib import *
File "/home/user/anaconda2/envs/test-env/lib/python3.5/site-packages/llvmlite/binding/dylib.py", line 4, in <module>
from . import ffi
File "/home/user/anaconda2/envs/test-env/lib/python3.5/site-packages/llvmlite/binding/ffi.py", line 47, in <module>
lib = ctypes.CDLL(_lib_name)
File "/home/user/anaconda2/envs/test-env/lib/python3.5/ctypes/__init__.py", line 347, in __init__
self._handle = _dlopen(self._name, mode)
OSError: libllvmlite.so: cannot open shared object file: No such file or directory
为什么的llvmdev
的畅达安装从numba通道不能“正常工作”。
在我的使用案例中,我来到一个有pip风格的requirements.txt文件的项目,我需要从该文件创建conda环境。有些项目开发人员会使用venv + pip,有些会使用conda,并且它包含的某些软件包在任何anaconda频道中都找不到,因此必须安装pip。除了requirements.txt之外,我们不想维护一个单独的envrionment.yaml,因此从conda环境中的requirements.txt进行安装是我约束的一部分。
除了numba/llvmlite的pip安装,它预计系统依赖llvm 3.8+以外,一切看起来都不错。尽管如此,我仍希望将其作为conda环境的一部分。
我怎样才能确保从conda环境只有正确的llvmdev存在安装numba和llvmlite?
我无法在Ubuntu VM上重现您的错误,但您可以尝试从conda-forge chann el而不是numba开发者频道,看看是否有帮助。 – JoshAdel
我可以在Ubuntu 16.10机器上本地复制它,也可以在远程Centos7机器上复制它。尚未尝试其他人。 – ely
您使用哪种版本的conda? “conda config -a”是你从开源渠道还是内部镜像? – Kelvin