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- Use XGBoost DLL from c# via p/invoke 1 answer
I'm trying to use XGBoost's dll (libxgboost.dll) to create a DMatrix (which is like a 2D array) and get how many columns it has. It runs fine until it throws a System.AccessViolationException
at the int cols = ...
line in the code below:
using System;
using System.Runtime.InteropServices;
namespace basicXgboost
{
class Program
{
[DllImport("../../libs/libxgboost.dll", CharSet = CharSet.Auto)]
public static extern int XGDMatrixCreateFromFile([MarshalAs(UnmanagedType.LPStr)] string file, int silent, IntPtr outputPtr);
[DllImport("../../libs/libxgboost.dll", CharSet = CharSet.Auto)]
public static extern int XGDMatrixNumCol(IntPtr dmatrixPtr, IntPtr dmatrixColumnsPtr);
static void Main(string[] args)
{
IntPtr dmatrixPtr = Marshal.AllocHGlobal(1000000);
IntPtr dmatrixColumnsPtr = Marshal.AllocHGlobal(10);
int result = XGDMatrixCreateFromFile("../../libs/test.txt", 0, dmatrixPtr);
int cols = XGDMatrixNumCol(dmatrixPtr, dmatrixColumnsPtr);
Marshal.FreeHGlobal(dmatrixPtr);
Marshal.FreeHGlobal(dmatrixColumnsPtr);
}
}
}
Why does accessing unmanaged memory allocated with XGDMatrixNumCol(dmatrixPtr, dmatrixColumnsPtr)
cause a System.AccessViolationException
?
One possibility might be that I'm using pinvoke incorrectly for these functions. Below are the definitions for each dll function I use:
XGDMatrixCreateFromFile()
/*!
* \brief load a data matrix
* \param fname the name of the file
* \param silent whether print messages during loading
* \param out a loaded data matrix
* \return 0 when success, -1 when failure happens
*/
XGB_DLL int XGDMatrixCreateFromFile(const char *fname,
int silent,
DMatrixHandle *out);
XGDMatrixNumCol()
/*!
* \brief get number of columns
* \param handle the handle to the DMatrix
* \param out The output of number of columns
* \return 0 when success, -1 when failure happens
*/
XGB_DLL int XGDMatrixNumCol(DMatrixHandle handle,
bst_ulong *out);
Here is the repo for my project. I'm using Visual Studio Enterprise 2015 . It's built in "Debug" mode (targeting x64) on Windows 10 Pro (64-bit). x64 binaries for libxgboost.dll can be found here. Although the linked repo does contain a copy of libxgboost.dll.