Boost.DLL | Library for comfortable work with DLL and DSO | SDK library
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This library was derived from the Boost.Application library.
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QUESTION
I have tried ot install xgBoost on Windows 8.1 64 Bit with Python 3.7 Pip the usual way, it failed with error. I then tried with Pip3, same error.
I then tried to install by trying to first downloading Wheels from Here
and Also this, The Wheels were Not correct for my platform(it appears). Then, I tried my best to follow steps on the Kaggle site : https://www.kaggle.com/questions-and-answers/31960. (Using Git Bash).
When that failed.
I managed to download the Tar pkg on my local PC, and tried to run the install I tried to run an install: python setup.py install
I was stuck on the following error:
INFO:XGBoost build_ext:Building from source. C:\Users[**myUName]\Downloads\xgboost\lib\xgboost.dll INFO:XGBoost build_ext:Run CMake command: ['cmake', 'xgboost', '-GVisual Studio 16 2019', '-DUSE_OPENMP=1', '-DUSE_CUDA=0', '-DUSE_NCCL=0', '-DBUILD_WITH_SHARED_NCCL=0', '-DHIDE_CXX_SYMBOLS=1', '-DUSE_HDFS=0', '-DUSE_AZURE=0', '-DUSE_S3=0', '-DPLUGIN_LZ4=0', '-DPLUGIN_DENSE_PARSER=0'] error: [WinError 2] The system cannot find the file specified
Need help specific to my platform, TIA to all.
...ANSWER
Answered 2020-Oct-14 at 00:51Try the following command.
QUESTION
I have tried doing a pip install of xgboost and was unsuccessful due to the firewall setting on my company computer.
WARNING: Retrying (Retry(total=4, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ConnectTimeoutError(, 'Connection to pypi.org timed out. (connect timeout=15)')': /simple/xgboost/
I have tried downloading a xgboost 0.90 package from the following site: https://anaconda.org/anaconda/py-xgboost/files and did a conda install of it. No errors were produced during the installation process. When I tried importing it, there was an error.
...ANSWER
Answered 2020-Apr-13 at 04:25I ended up downloading the xgboost whl file from the following website: https://www.lfd.uci.edu/~gohlke/pythonlibs/#xgboost and ran a pip install of it. Seems to be working now.
QUESTION
I have a code for predicting some value that uses xgboost
package in the code. When I run it in PyCharm, it runs as expected.
The problem is when I make an executable file using pyinstaller
. It will make the exe
without any error, but when I run it the following error is raised:
ANSWER
Answered 2019-Jun-10 at 06:19It seems that Pyinstaller can't find the xgboost.dll
, VERSION
files. So you need to add them manually to your output package. I also suggest you use a try/except
block to see what is going on.
Suppose this simple example:
QUESTION
I am working on plugin system using Boost.dll
...ANSWER
Answered 2018-Aug-22 at 13:49// this really does nothing:
template
R(*to_fptr( R(*f)(Args...) ))(Args...) {
return f;
}
// except avoid the bug in MSVC:
BOOST_DLL_ALIAS(to_fptr(base::create),
create_plugin
)
QUESTION
I have a requirement to use XGBoost within a Visual C++ project DLL. I have been able to download and build the XGBoost source using VC++ and CMake.
When I include the XGBoost code in a test console application, it works fine.
However, when I try to replicate what I've done with the console application in a DLL project, it won't compile. I am struggling to even use a basic XGBoost type within the project.
I suspect the problem is my ignorance with DLL projects and would appreciate your help.
Here's what's happening in my DLL project:
When I use the following include as the very first line in a cpp class file, it compiles:
#include
With it compiling, if I try to use a simple type defined in this include file, the build fails with the following message:
...\dll_test\xgb_driver.cpp(20): error C2065: 'BoosterHandle': undeclared identifier
This is the line that causes the error:
BoosterHandle my_handle;
"BoosterHandle" is in fact defined in
When I put the include below any other include, I get the following error messages:
1>c:\tools\src\xgboost\include\xgboost\c_api.h(29): error C4430: missing type specifier - int assumed. Note: C++ does not support default-int
1>c:\tools\src\xgboost\include\xgboost\c_api.h(29): error C2146: syntax error: missing ';' before identifier 'bst_ulong'
Below is a little more information on what I did to get XGBoost working with a console app and how I created the DLL project.
=-=-=-=-=-=
Here's what I did to use XGBoost with a console. Everything about it seems to work. I've tested the model predictions, and they are consistent with what I'm seeing in R.
Using the documentation found here: https://xgboost.readthedocs.io/en/latest/build.html
I downloaded the XGBoost source and built it using CMake and Visual Studio 2015.
Under Project > Linker > Input > Additional Dependencies, I added the xgboost.lib file
Under Project > Linker > General > Additional Library Directories I added a reference to ...\xgboost\build\Release
Under Project > VC++ Directories > Include Directories I added the path to ...\xgboost\rabit\include and ...\xgboost\include
I put the xgboost.dll in the directory where the .exe is generated.
From here, it was smooth sailing.
=-=-=-=-=-=
Here's what I've done to create a Visual C++ DLL Project:
After choosing File > New > Project, I select an ATL DLL Project (this is part of the project requirement).
For the XGBoost include to the project, I repeated steps 1-5 above, but placed the xgboost.dll file where the project DLL would be generated.
Here is the source for the header file for the simple class I have created:
ANSWER
Answered 2018-Aug-10 at 12:26With the help of CristiFati, I believe this question has been answered.
For whatever reason, it seems that using XGBoost with C++ in a DLL project requires additional includes above and beyond what is required for using it in a console application.
I am currently building the DLL project with the addition of:
#include
QUESTION
I need to import a function from a Linux .so library with boost.dll library. My code is like this:
...ANSWER
Answered 2017-Dec-15 at 16:58Because n1::n2::foo
is not a C-compatible export name, I'd suggest you need either to use the mangled name, or use mangled_import
Caution: This feature is experimental
On my compiler
QUESTION
I am writing a server that will accept untrusted Dynamic Library Modules (DLL,SO/DSO) loaded at runtime using Boost.DLL.
I would like to run the untrusted module in a separate process that only has access to the relevant shared memory (sometimes read only) and interprocess queues.
Boost does allow for a permissions object to be associated with the shared memory.
It seems like there might be a way to create a process on windows and Linux and then adjust the permissions.
How can a process be created that
- has no permissions to start with (e.g. using AdjustTokenPrivileges on windows perhaps?), but
- is then granted read access to shared memory mapped file (e.g. by setting permissions when constructing the shared memory segment?)
Or perhaps this is inherently too risky?
...ANSWER
Answered 2017-Sep-06 at 16:47First, from the docs:
Named resources offered by Boost.Interprocess must cope with platform-dependant permission issues also present when creating files. If a programmer wants to shared shared memory, memory mapped files or named synchronization mechanisms (mutexes, semaphores, etc...) between users, it's necessary to specify those permissions. Sadly, traditional UNIX and Windows permissions are very different and Boost.Interprocess does not try to standardize permissions, but does not ignore them.
All named resource creation functions take an optional permissions object that can be configured with platform-dependant permissions.
Beware, if you do so, then you immediately have to know about platform specific required permissiong:
Since each mechanism can be emulated through different mechanisms (a semaphore might be implement using mapped files or native semaphores) permissions types could vary when the implementation of a named resource changes (eg.: in Windows mutexes require synchronize permissions, but that's not the case of files). To avoid this, Boost.Interprocess [usually¹, red.] relies on file-like permissions, requiring file read-write-delete permissions to open named synchronization mechanisms (mutex, semaphores, etc.) and appropriate read or read-write-delete permissions for shared memory. This approach has two advantages: it's similar to the UNIX philosophy and the programmer does not need to know how the named resource is implemented.
¹ when not passing the permissions object
Your other question:
- has no permissions to start with (e.g. using
AdjustTokenPrivileges
on windows perhaps?), but - is then granted read access to shared memory mapped file (e.g. by setting permissions when constructing the shared memory segment?)
No. The permissions
object does not give permissions to the invoking process. The permissions
object restricts access for other processes. I wager that as such, it only makes sense to specify permissions
on create_only
or open_or_create
.
What I imagine is the usual route on Windows/Linux:
- you start the server running as a specific user account
- you start the clients using the same account
- you create the IPC objects to be accessible only from the account that created them (the owner)
I wager that Windows will allow more fine-grained control due to its Access Control Lists (not tested this): they should allow you to specify additional/different accounts that have access.
On linux, it is highly likely that to achieve such control, additional system calls are necessary (e.g. to change the owner/group of the shared object and/or add such a group the client user account as primary/secondary group).
Summarizing: _I would focus on granting access to a specific recipient, instead of "starting a recipient without any permissions". The latter is impractical (processes might not even function "without any permissions") and elevating privileges during runtime is a lot more difficult than using statically assigned/administered permissions. Not to mention it's inherently less secure to add permissions on the fly.
QUESTION
I am trying to install the Xgboost library. The problem is that I am on a virtual machine behind a firewall i don't have access to (company computer). I have the Xgboost library that I downloaded from github.
Then I tried to add the path manually to through the Pycharm project interpreter, therefor i don't have any import error detected, the auto completion is even working but when I try to run the code I have this error :
Traceback (most recent call last): File "C:/Users/UT2BUP/PycharmProjects/AccountingAdjustment/Run/Execution.py", line 1, in from Run.Main import Main File "C:\Users\UT2BUP\PycharmProjects\AccountingAdjustment\Run\Main.py", line 22, in import Modeling.SkLearnHelper as Sk File "C:\Users\UT2BUP\PycharmProjects\AccountingAdjustment\Modeling\SkLearnHelper.py", line 35, in import Modeling.Stacking as Stk File "C:\Users\UT2BUP\PycharmProjects\AccountingAdjustment\Modeling\Stacking.py", line 6, in import xgboost as xg File "C:\Users\UT2BUP\Downloads\xgboost-master\python-package\xgboost__init__.py", line 11, in from .core import DMatrix, Booster File "C:\Users\UT2BUP\Downloads\xgboost-master\python-package\xgboost\core.py", line 112, in _LIB = _load_lib() File "C:\Users\UT2BUP\Downloads\xgboost-master\python-package\xgboost\core.py", line 103, in _load_lib lib_path = find_lib_path() File "C:\Users\UT2BUP\Downloads\xgboost-master\python-package\xgboost\libpath.py", line 46, in find_lib_path 'List of candidates:\n' + ('\n'.join(dll_path)))
xgboost.libpath.XGBoostLibraryNotFound: Cannot find XGBoost Library in the candidate path, did you install compilers and run build.sh in root path? List of candidates: C:\Users\UT2BUP\Downloads\xgboost-master\python-package\xgboost\libxgboost.dll C:\Users\UT2BUP\Downloads\xgboost-master\python-package\xgboost../../lib/libxgboost.dll C:\Users\UT2BUP\Downloads\xgboost-master\python-package\xgboost./lib/libxgboost.dll C:\ProgramData\Anaconda3\xgboost\libxgboost.dll C:\Users\UT2BUP\Downloads\xgboost-master\python-package\xgboost../../windows/x64/Release/libxgboost.dll C:\Users\UT2BUP\Downloads\xgboost-master\python-package\xgboost./windows/x64/Release/libxgboost.dll
So I tried to install with PIP in local but when I do
...ANSWER
Answered 2017-Apr-06 at 06:53The most straightforward way is to download the xgboost wheel and install using pip.
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