Xgboost throws an error when trying to import











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I have a project that is using xgboost. We now transfer the project to containers.
But after installing it using pip, it throws the following error:



Traceback (most recent call last):
File "restart_db.py", line 5, in <module>
from autoai.core.providers import GlobalEnrichmentProvider
File "/volumes/code/autoai/core/providers/__init__.py", line 1, in <module>
from .files_providers import CsvProvider, TsvProvider, ExcelProvider, FileProvider
File "/volumes/code/autoai/core/providers/files_providers.py", line 10, in <module>
from .base import BaseProvider, BaseInMemoryProvider
File "/volumes/code/autoai/core/providers/base.py", line 1, in <module>
from autoai.models.dataset_connection import JoinTypes
File "/volumes/code/autoai/models/__init__.py", line 5, in <module>
from .classifier import Classifier
File "/volumes/code/autoai/models/classifier.py", line 8, in <module>
from eli5 import explain_prediction
File "/volumes/dependencies/lib/python3.6/site-packages/eli5/__init__.py", line 53, in <module>
from .xgboost import (
File "/volumes/dependencies/lib/python3.6/site-packages/eli5/xgboost.py", line 9, in <module>
from xgboost import ( # type: ignore
File "/volumes/dependencies/lib/python3.6/site-packages/xgboost/__init__.py", line 11, in <module>
from .core import DMatrix, Booster
File "/volumes/dependencies/lib/python3.6/site-packages/xgboost/core.py", line 150, in <module>
_LIB = _load_lib()
File "/volumes/dependencies/lib/python3.6/site-packages/xgboost/core.py", line 141, in _load_lib
'Error message(s): {}n'.format(os_error_list))
xgboost.core.XGBoostError: XGBoost Library (libxgboost.so) could not be loaded.
Likely causes:
* OpenMP runtime is not installed (vcomp140.dll or libgomp-1.dll for Windows, libgomp.so for UNIX-like OSes)
* You are running 32-bit Python on a 64-bit OS
Error message(s): ['libgomp.so.1: cannot open shared object file: No such file or directory']


I checked that both my python and my ubuntu are 64-bit, and ran:
apt-get update && apt-get install -y libaio1



To make sure that package is there (I read it somewhere that this might be the problem) - but it still throws the same error.



I've been stuck on this for a while now and will appreciate any help.










share|improve this question


























    up vote
    0
    down vote

    favorite












    I have a project that is using xgboost. We now transfer the project to containers.
    But after installing it using pip, it throws the following error:



    Traceback (most recent call last):
    File "restart_db.py", line 5, in <module>
    from autoai.core.providers import GlobalEnrichmentProvider
    File "/volumes/code/autoai/core/providers/__init__.py", line 1, in <module>
    from .files_providers import CsvProvider, TsvProvider, ExcelProvider, FileProvider
    File "/volumes/code/autoai/core/providers/files_providers.py", line 10, in <module>
    from .base import BaseProvider, BaseInMemoryProvider
    File "/volumes/code/autoai/core/providers/base.py", line 1, in <module>
    from autoai.models.dataset_connection import JoinTypes
    File "/volumes/code/autoai/models/__init__.py", line 5, in <module>
    from .classifier import Classifier
    File "/volumes/code/autoai/models/classifier.py", line 8, in <module>
    from eli5 import explain_prediction
    File "/volumes/dependencies/lib/python3.6/site-packages/eli5/__init__.py", line 53, in <module>
    from .xgboost import (
    File "/volumes/dependencies/lib/python3.6/site-packages/eli5/xgboost.py", line 9, in <module>
    from xgboost import ( # type: ignore
    File "/volumes/dependencies/lib/python3.6/site-packages/xgboost/__init__.py", line 11, in <module>
    from .core import DMatrix, Booster
    File "/volumes/dependencies/lib/python3.6/site-packages/xgboost/core.py", line 150, in <module>
    _LIB = _load_lib()
    File "/volumes/dependencies/lib/python3.6/site-packages/xgboost/core.py", line 141, in _load_lib
    'Error message(s): {}n'.format(os_error_list))
    xgboost.core.XGBoostError: XGBoost Library (libxgboost.so) could not be loaded.
    Likely causes:
    * OpenMP runtime is not installed (vcomp140.dll or libgomp-1.dll for Windows, libgomp.so for UNIX-like OSes)
    * You are running 32-bit Python on a 64-bit OS
    Error message(s): ['libgomp.so.1: cannot open shared object file: No such file or directory']


    I checked that both my python and my ubuntu are 64-bit, and ran:
    apt-get update && apt-get install -y libaio1



    To make sure that package is there (I read it somewhere that this might be the problem) - but it still throws the same error.



    I've been stuck on this for a while now and will appreciate any help.










    share|improve this question
























      up vote
      0
      down vote

      favorite









      up vote
      0
      down vote

      favorite











      I have a project that is using xgboost. We now transfer the project to containers.
      But after installing it using pip, it throws the following error:



      Traceback (most recent call last):
      File "restart_db.py", line 5, in <module>
      from autoai.core.providers import GlobalEnrichmentProvider
      File "/volumes/code/autoai/core/providers/__init__.py", line 1, in <module>
      from .files_providers import CsvProvider, TsvProvider, ExcelProvider, FileProvider
      File "/volumes/code/autoai/core/providers/files_providers.py", line 10, in <module>
      from .base import BaseProvider, BaseInMemoryProvider
      File "/volumes/code/autoai/core/providers/base.py", line 1, in <module>
      from autoai.models.dataset_connection import JoinTypes
      File "/volumes/code/autoai/models/__init__.py", line 5, in <module>
      from .classifier import Classifier
      File "/volumes/code/autoai/models/classifier.py", line 8, in <module>
      from eli5 import explain_prediction
      File "/volumes/dependencies/lib/python3.6/site-packages/eli5/__init__.py", line 53, in <module>
      from .xgboost import (
      File "/volumes/dependencies/lib/python3.6/site-packages/eli5/xgboost.py", line 9, in <module>
      from xgboost import ( # type: ignore
      File "/volumes/dependencies/lib/python3.6/site-packages/xgboost/__init__.py", line 11, in <module>
      from .core import DMatrix, Booster
      File "/volumes/dependencies/lib/python3.6/site-packages/xgboost/core.py", line 150, in <module>
      _LIB = _load_lib()
      File "/volumes/dependencies/lib/python3.6/site-packages/xgboost/core.py", line 141, in _load_lib
      'Error message(s): {}n'.format(os_error_list))
      xgboost.core.XGBoostError: XGBoost Library (libxgboost.so) could not be loaded.
      Likely causes:
      * OpenMP runtime is not installed (vcomp140.dll or libgomp-1.dll for Windows, libgomp.so for UNIX-like OSes)
      * You are running 32-bit Python on a 64-bit OS
      Error message(s): ['libgomp.so.1: cannot open shared object file: No such file or directory']


      I checked that both my python and my ubuntu are 64-bit, and ran:
      apt-get update && apt-get install -y libaio1



      To make sure that package is there (I read it somewhere that this might be the problem) - but it still throws the same error.



      I've been stuck on this for a while now and will appreciate any help.










      share|improve this question













      I have a project that is using xgboost. We now transfer the project to containers.
      But after installing it using pip, it throws the following error:



      Traceback (most recent call last):
      File "restart_db.py", line 5, in <module>
      from autoai.core.providers import GlobalEnrichmentProvider
      File "/volumes/code/autoai/core/providers/__init__.py", line 1, in <module>
      from .files_providers import CsvProvider, TsvProvider, ExcelProvider, FileProvider
      File "/volumes/code/autoai/core/providers/files_providers.py", line 10, in <module>
      from .base import BaseProvider, BaseInMemoryProvider
      File "/volumes/code/autoai/core/providers/base.py", line 1, in <module>
      from autoai.models.dataset_connection import JoinTypes
      File "/volumes/code/autoai/models/__init__.py", line 5, in <module>
      from .classifier import Classifier
      File "/volumes/code/autoai/models/classifier.py", line 8, in <module>
      from eli5 import explain_prediction
      File "/volumes/dependencies/lib/python3.6/site-packages/eli5/__init__.py", line 53, in <module>
      from .xgboost import (
      File "/volumes/dependencies/lib/python3.6/site-packages/eli5/xgboost.py", line 9, in <module>
      from xgboost import ( # type: ignore
      File "/volumes/dependencies/lib/python3.6/site-packages/xgboost/__init__.py", line 11, in <module>
      from .core import DMatrix, Booster
      File "/volumes/dependencies/lib/python3.6/site-packages/xgboost/core.py", line 150, in <module>
      _LIB = _load_lib()
      File "/volumes/dependencies/lib/python3.6/site-packages/xgboost/core.py", line 141, in _load_lib
      'Error message(s): {}n'.format(os_error_list))
      xgboost.core.XGBoostError: XGBoost Library (libxgboost.so) could not be loaded.
      Likely causes:
      * OpenMP runtime is not installed (vcomp140.dll or libgomp-1.dll for Windows, libgomp.so for UNIX-like OSes)
      * You are running 32-bit Python on a 64-bit OS
      Error message(s): ['libgomp.so.1: cannot open shared object file: No such file or directory']


      I checked that both my python and my ubuntu are 64-bit, and ran:
      apt-get update && apt-get install -y libaio1



      To make sure that package is there (I read it somewhere that this might be the problem) - but it still throws the same error.



      I've been stuck on this for a while now and will appreciate any help.







      python openmp xgboost libgomp






      share|improve this question













      share|improve this question











      share|improve this question




      share|improve this question










      asked 1 hour ago









      NotSoShabby

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