I am using python 3.7
Recently I started getting this error while importing sklearn module.
I get the same error in Jupyter Notebook, Python IDLE, Pycharm virtual environment
>>> import sklearn
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "C:\Users\aditya\AppData\Roaming\Python\Python37\site-packages\sklearn\__init__.py", line 75, in <module>
from .utils._show_versions import show_versions
File "C:\Users\aditya\AppData\Roaming\Python\Python37\site-packages\sklearn\utils\_show_versions.py", line 12, in <module>
from ._openmp_helpers import _openmp_parallelism_enabled
ImportError: DLL load failed: The specified module could not be found.
I have tried reinstalling too.
After that I copied contents of sklearn of venv of another project which had no issues. This thing worked for couple of times. But now it's not working again
Note: pandas, numpy, scipy etc are installed and working absolutely fine. Sklearn was also working fine few days back
This is an issue in the packaging in scikit-learn 0.22.0 which will be solved in 0.22.1 (released next week). The issue is tracked at: github.com/scikit-learn/scikit-learn/issues/15899. There are 2 possible workarounds:
Install scikit-learn from conda-forge (conda include the missing dll) by default: conda install conda-forge::scikit-learn
Install VC++ which will have the openmp library (https://support.microsoft.com/en-us/help/2977003/the-latest-supported-visual-c-downloads)
Related
getting up to speed on Anaconda, I keep receiving an error message when I try to import 'numpy' into Python.
Here is what I have done so far:
Downloaded anaconda from anaconda.com (64-Bit Graphical
Installer (466 MB) with Python 3.7 for Windows);
Installed anaconda (under C:\Users\'Username'\Anaconda3 | Option 'Register Anaconda3 as my default Python 3.7')
Now I'm trying to import numpy into Python using idle.exe, which produces following error message:
Warning: os.path.expanduser("~") points to
h:\,
but the path does not exist.
Futhermore, after executing "'import 'numpy;" in IDLE I get the following error message.
Unfortunately none of the advice was helpful. Numpy seems to be properly installed.
Warning (from warnings module): File "C:\Users\'Username'\Anaconda3\lib\site-
packages\numpy\__init__.py", line 140
from . import _distributor_init
UserWarning: mkl-service package failed to import, therefore Intel(R) MKL
initialization ensuring its correct out-of-the box operation under condition
when Gnu OpenMP had already been loaded by Python process is not assured.
Please install mkl-service package, see http://github.com/IntelPython/mkl-
service
Traceback (most recent call last):
File "C:\Users\'Username'\Anaconda3\lib\site-packages\numpy\core\__init__.py",
line 24, in <module>
from . import multiarray
File "C:\Users\'Username'\Anaconda3\lib\site-packages\numpy\core\multiarray.py",
line 14, in <module>
from . import overrides
File "C:\Users\'Username'\Anaconda3\lib\site-packages\numpy\core\overrides.py",
line 7, in <module>
from numpy.core._multiarray_umath import (
ImportError: DLL load failed: The specified module could not be found.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\'Username'\Anaconda3\Scripts\myscripts\import_test.py", line 1,
in <module>
import numpy
File "C:\Users\'Username'\Anaconda3\lib\site-packages\numpy\__init__.py", line
142, in <module>
from . import core
File "C:\Users\'Username'\Anaconda3\lib\site-packages\numpy\core\__init__.py",
line 54, in <module>
raise ImportError(msg)
ImportError:
IMPORTANT: PLEASE READ THIS FOR ADVICE ON HOW TO SOLVE THIS ISSUE!
Importing the numpy c-extensions failed.
- Try uninstalling and reinstalling numpy.
- If you have already done that, then:
1. Check that you expected to use Python3.7 from
"C:\Users\'Username'\Anaconda3\python.exe",
and that you have no directories in your PATH or PYTHONPATH that can
interfere with the Python and numpy version "1.18.1" you're trying to use.
2. If (1) looks fine, you can open a new issue at
https://github.com/numpy/numpy/issues. Please include details on:
- how you installed Python
- how you installed numpy
- your operating system
- whether or not you have multiple versions of Python installed
- if you built from source, your compiler versions and ideally a build log
- If you're working with a numpy git repository, try `git clean -xdf`
(removes all files not under version control) and rebuild numpy.
Note: this error has many possible causes, so please don't comment on
an existing issue about this - open a new one instead.
Original error was: DLL load failed: The specified module could not be found.
Many thanks in advance for any help and suggestions.
import sklearn
version--3.8.0 64-bit
Traceback (most recent call last):
File "", line 1, in
import sklearn
File "C:\Users\SAI-PC\AppData\Local\Programs\Python\Python38\lib\site-packages\sklearn__init__.py", line 75, in
from .utils._show_versions import show_versions
File "C:\Users\SAI-PC\AppData\Local\Programs\Python\Python38\lib\site-packages\sklearn\utils_show_versions.py", line 12, in
from ._openmp_helpers import _openmp_parallelism_enabled
ImportError: DLL load failed while importing _openmp_helpers: The specified module could not be found.
I was facing the exact same issue.
I am having Python version: 3.7.4 and scikit-learn version: 0.22.
I resolved this by downgrading scikit-learn to older version using following command:
pip install --upgrade scikit-learn==0.21.3
Just in my project's virtual environment, I downgraded sklearn library.
This might help.
If anybody have more optimal solution, Kindly share.
Tried hard to solve it in IDLE but it didn't got rectified. Finally overcame it by installing anaconda IDE and using jupyter notebook.
I have been solving issues with my MacBook Air for the past day and I have unfortunately again bumped into some more issues. You might have seen this question before, but I couldn't solve this issue after trying all answers from
Can't use Jupyter Notebook: jsonschema apparently missing
Basically, I am now trying to enter Jupyter Notebook. I (think I) have two of them, one Jupyter Notebook installed using pip3 (Python 3.6.0), and one from Anaconda, which I uninstalled. For Anaconda, although I used anaconda clean and the rm function according to their official website and several other Stack Overflow forums, I could not uninstall the BASH and so I just left it there and installed Jupyter Notebook using pip3. But when I type Jupyter Notebook in Terminal, there is an error:
Traceback (most recent call last):
File "/Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/nbformat/validator.py", line 12, in <module>
from jsonschema import ValidationError
File "/Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/jsonschema/__init__.py", line 32, in <module>
from pkg_resources import get_distribution
ImportError: cannot import name 'get_distribution'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/Library/Frameworks/Python.framework/Versions/3.6/bin/jupyter-notebook", line 6, in <module>
from notebook.notebookapp import main
File "/Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/notebook/notebookapp.py", line 83, in <module>
from .services.contents.manager import ContentsManager
File "/Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/notebook/services/contents/manager.py", line 17, in <module>
from nbformat import sign, validate as validate_nb, ValidationError
File "/Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/nbformat/__init__.py", line 33, in <module>
from .validator import validate, ValidationError
File "/Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/nbformat/validator.py", line 23, in <module>
raise ImportError(str(e) + verbose_msg)
ImportError: cannot import name 'get_distribution'
Jupyter notebook format depends on the jsonschema package:
https://pypi.python.org/pypi/jsonschema
Please install it first.
What I am using:
MacOS High Sierra 10.13.6
Macbook Air 2011 i7 4gb ram
Python 3.6.0 (pip3 to install Jupyter)
What I have installed in Python: Numpy, Pandas, Tensorflow, Keras
Thank you for helping! Please point out any errors or ways I can improve this question if possible. Also, try to answer solutions differently from Can't use Jupyter Notebook: jsonschema apparently missing .
I'm trying to call a function from the cluster module, like so:
import sklearn
db = sklearn.cluster.DBSCAN()
and I get the following error:
AttributeError: 'module' object has no attribute 'cluster'
Tab-completing in IPython, I seem to have access to the base, clone, externals, re, setup_module, sys, and warning modules. Nothing else, though others (including cluster) are in the sklearn directory.
Following pbu's advice below and using
from sklearn import cluster
I get:
Traceback (most recent call last):
File "test.py", line 2, in <module>
from sklearn import cluster
File "C:\Python34\lib\site-packages\sklearn\cluster\__init__.py", line 6, in <module>
from .spectral import spectral_clustering, SpectralClustering
File "C:\Python34\lib\site-packages\sklearn\cluster\spectral.py", line 13, in <module>
from ..utils import check_random_state, as_float_array
File "C:\Python34\lib\site-packages\sklearn\utils\__init__.py", line 16, in <module>
from .class_weight import compute_class_weight, compute_sample_weight
File "C:\Python34\lib\site-packages\sklearn\utils\class_weight.py", line 7, in <module>
from ..utils.fixes import in1d
File "C:\Python34\lib\site-packages\sklearn\utils\fixes.py", line 318, in <module>
from scipy.sparse.linalg import lsqr as sparse_lsqr
File "C:\Python34\lib\site-packages\scipy\sparse\linalg\__init__.py", line 109, in <module>
from .isolve import *
File "C:\Python34\lib\site-packages\scipy\sparse\linalg\isolve\__init__.py", line 6, in <module>
from .iterative import *
File "C:\Python34\lib\site-packages\scipy\sparse\linalg\isolve\iterative.py", line 7, in <module>
from . import _iterative
ImportError: DLL load failed: The specified module could not be found.
I'm using Python 3.4 on Windows, scikit-learn 0.16.1.
You probably don't use Numpy+MKL, but only Numpy.
I had the same problem and reinstalling Numpy with MKL
pip install --upgrade --force-reinstall "numpy‑1.16.3+mkl‑cp37‑cp37m‑win32.whl"
fixed it.
Note: update the file to the latest version, possibly 64bit - see the list of available Windows binaries
Problem was with scipy/numpy install. I'd been using the (normally excellent!) unofficial installers from http://www.lfd.uci.edu/~gohlke/pythonlibs/. Uninstall/re-install from there made no difference, but installing with the official installers (linked from http://www.scipy.org/install.html) did the trick.
I am using anaconda got the same error as the OP, when loading Orange, or PlotNine.
I can't recall when this start to happen.
Tracing the dependency of Anaconda3\Lib\site-packages\scipy\special\_ufuncs.cp36-win32.pyd, libifcoremd.dll and libmmd.dll are missing in DependencyWalk. Searching them in anaconda root directry, they are located in both ICC_RT and one version of MKL package.
Adding Anaconda3\pkgs\mkl-2017.0.3-0\Library\bin to PATH, seems to fix SciPy and NumPy related DLL load failure, the above package starts to work again.
I still don't know how to fix this properly. Apparently the downside is that the MKL package could be updated and versions may change so does the path. In this aspect Its equally inconvenient as adding a non-managed package.
Reinstalling ICC_RT fixed the issue for me, libmmd.dll and the related dlls are automatically copied into anaconda3/library/bin afterwards, which is automatically added into PATH by activate command. All previous numpy/scipy related cant load DLL errors are gone now.
From the error log, it shows that scipy module is the most recent module fails to import
File "C:\Python34\lib\site-packages\sklearn\utils\fixes.py", line 318, in <module>
from scipy.sparse.linalg import lsqr as sparse_lsqr
File "C:\Python34\lib\site-packages\scipy\sparse\linalg\__init__.py", line 109, in <module>
from .isolve import *
File "C:\Python34\lib\site-packages\scipy\sparse\linalg\isolve\__init__.py", line 6, in <module>
from .iterative import *
File "C:\Python34\lib\site-packages\scipy\sparse\linalg\isolve\iterative.py", line 7, in <module>
from . import _iterative
ImportError: DLL load failed: The specified module could not be found.
I have the same error that show the same log, the problem'd gone when I uninstall/install scipy:
pip uninstall scipy
pip install scipy
Place this line on top of the python file
from sklearn import cluster
That should do it :))
For me what fixed it were these commands:
pip uninstall sklearn
pip uninstall scikit-learn
pip uninstall scipy
pip install scipy
pip install scikit-learnhere
I had the same issue and solved it by installing/updating the mkl package:
conda install mkl
or
pip install mkl
Just for full information, this also downgraded the following packages:
The following packages will be UPDATED:
mkl: 2017.0.4-h6d528fc_0 defaults --> 2018.0.3-1 defaults
The following packages will be DOWNGRADED:
numpy: 1.11.3-py34_0 defaults --> 1.10.1-py34_0 defaults
pandas: 0.19.2-np111py34_1 defaults --> 0.18.1-np110py34_0 defaults
scikit-learn: 0.18.1-np111py34_1 defaults --> 0.17-np110py34_1 defaults
scipy: 0.19.1-np111py34_0 defaults --> 0.16.0-np110py34_0 defaults
I struggled trying to figure this one out; tried to download and install the (unofficial) Numpy+MKL library from the website (risky/tedious?).
Ultimately found success by:
Login to command prompt using admin rights; how to here: https://superuser.com/questions/968214/open-cmd-as-admin-with-windowsr-shortcut
Uninstall existing/tangled version of Scipy & Numpy
pip uninstall scipy
pip uninstall numpy
Fresh install Scipy & Numpy
pip install scipy
pip install numpy
Run Jupyter notebook; it worked for me.
The message ImportError: DLL load failed: The specified module could not be found
informs that there is failure to identify and source the required DLL(s) to use the scikit-learn library; a fresh install of scipy/numpy probably enables a better routing of DLL connections called from Jupyter notebook code(s).
download microsoft visual c++ distribution
link : https://www.microsoft.com/en-in/download/details.aspx?id=53840
vc_redist.x64.exe
install and run this .exe file in your computer.. the DLL import module error will not appear after this
now it will work fine enjoy :)
I am trying to get scipy running on my computer and I have been fighting for the last few hours with it. Currently, im running python 3.6 and I am on windows 10. I first tried to install it using pip which failed no matter what I did. Then I went and downloaded the wheel file and installed it manually using pip. Then I used pip to get the rest of the dependencies like the website stated pip install --user numpy scipy matplotlib ipython jupyter pandas sympy nose. It installed the rest of the packages just fine.
If I say in IDEL
import scipy
It will give me an error of
Traceback (most recent call last):
File "<pyshell#2>", line 1, in <module>
from scipy import special, optimize
File "C:\Users\Kevin\AppData\Local\Programs\Python\Python36-32\lib\site-packages\scipy\__init__.py", line 116, in <module>
from scipy._lib._ccallback import LowLevelCallable
File "C:\Users\Kevin\AppData\Local\Programs\Python\Python36-32\lib\site-packages\scipy\_lib\_ccallback.py", line 1, in <module>
from . import _ccallback_c
ImportError: cannot import name '_ccallback_c'
if I go in that file to comment out that line, it will import but it after that I get a lot more errors anytime I try and do anything.
Also, I tried installing anaconda as a dependency manager and that seemed to work fine for installing, but if I tried to used Atom or IDLE as my text editor it can't seem to find scipy when its compiling and throws and error. I am kinda at a loss and any advice or help on this would be much appreciated. Thank you in advance.