Jiaming Yuan 972730cde0
Use matrix for gradient. (#9508)
- Use the `linalg::Matrix` for storing gradients.
- New API for the custom objective.
- Custom objective for multi-class/multi-target is now required to return the correct shape.
- Custom objective for Python can accept arrays with any strides. (row-major, column-major)
2023-08-24 05:29:52 +08:00

101 lines
5.3 KiB
C

/* Copyright (c) 2015 by Contributors
*
* This file was initially generated using the following R command:
* tools::package_native_routine_registration_skeleton('.', con = 'src/init.c', character_only = F)
* and edited to conform to xgboost C linter requirements. For details, see
* https://cran.r-project.org/doc/manuals/r-release/R-exts.html#Registering-native-routines
*/
#include <R.h>
#include <Rinternals.h>
#include <stdlib.h>
#include <R_ext/Rdynload.h>
#include <R_ext/Visibility.h>
/* FIXME:
Check these declarations against the C/Fortran source code.
*/
/* .Call calls */
extern SEXP XGBoosterTrainOneIter_R(SEXP, SEXP, SEXP, SEXP, SEXP);
extern SEXP XGBoosterCreate_R(SEXP);
extern SEXP XGBoosterCreateInEmptyObj_R(SEXP, SEXP);
extern SEXP XGBoosterDumpModel_R(SEXP, SEXP, SEXP, SEXP);
extern SEXP XGBoosterEvalOneIter_R(SEXP, SEXP, SEXP, SEXP);
extern SEXP XGBoosterGetAttrNames_R(SEXP);
extern SEXP XGBoosterGetAttr_R(SEXP, SEXP);
extern SEXP XGBoosterLoadModelFromRaw_R(SEXP, SEXP);
extern SEXP XGBoosterSaveModelToRaw_R(SEXP handle, SEXP config);
extern SEXP XGBoosterLoadModel_R(SEXP, SEXP);
extern SEXP XGBoosterSaveJsonConfig_R(SEXP handle);
extern SEXP XGBoosterLoadJsonConfig_R(SEXP handle, SEXP value);
extern SEXP XGBoosterSerializeToBuffer_R(SEXP handle);
extern SEXP XGBoosterUnserializeFromBuffer_R(SEXP handle, SEXP raw);
extern SEXP XGBoosterPredictFromDMatrix_R(SEXP, SEXP, SEXP);
extern SEXP XGBoosterSaveModel_R(SEXP, SEXP);
extern SEXP XGBoosterSetAttr_R(SEXP, SEXP, SEXP);
extern SEXP XGBoosterSetParam_R(SEXP, SEXP, SEXP);
extern SEXP XGBoosterUpdateOneIter_R(SEXP, SEXP, SEXP);
extern SEXP XGCheckNullPtr_R(SEXP);
extern SEXP XGDMatrixCreateFromCSC_R(SEXP, SEXP, SEXP, SEXP, SEXP, SEXP);
extern SEXP XGDMatrixCreateFromCSR_R(SEXP, SEXP, SEXP, SEXP, SEXP, SEXP);
extern SEXP XGDMatrixCreateFromFile_R(SEXP, SEXP);
extern SEXP XGDMatrixCreateFromMat_R(SEXP, SEXP, SEXP);
extern SEXP XGDMatrixGetInfo_R(SEXP, SEXP);
extern SEXP XGDMatrixGetStrFeatureInfo_R(SEXP, SEXP);
extern SEXP XGDMatrixNumCol_R(SEXP);
extern SEXP XGDMatrixNumRow_R(SEXP);
extern SEXP XGDMatrixSaveBinary_R(SEXP, SEXP, SEXP);
extern SEXP XGDMatrixSetInfo_R(SEXP, SEXP, SEXP);
extern SEXP XGDMatrixSetStrFeatureInfo_R(SEXP, SEXP, SEXP);
extern SEXP XGDMatrixSliceDMatrix_R(SEXP, SEXP);
extern SEXP XGBSetGlobalConfig_R(SEXP);
extern SEXP XGBGetGlobalConfig_R(void);
extern SEXP XGBoosterFeatureScore_R(SEXP, SEXP);
static const R_CallMethodDef CallEntries[] = {
{"XGBoosterBoostOneIter_R", (DL_FUNC) &XGBoosterTrainOneIter_R, 5},
{"XGBoosterCreate_R", (DL_FUNC) &XGBoosterCreate_R, 1},
{"XGBoosterCreateInEmptyObj_R", (DL_FUNC) &XGBoosterCreateInEmptyObj_R, 2},
{"XGBoosterDumpModel_R", (DL_FUNC) &XGBoosterDumpModel_R, 4},
{"XGBoosterEvalOneIter_R", (DL_FUNC) &XGBoosterEvalOneIter_R, 4},
{"XGBoosterGetAttrNames_R", (DL_FUNC) &XGBoosterGetAttrNames_R, 1},
{"XGBoosterGetAttr_R", (DL_FUNC) &XGBoosterGetAttr_R, 2},
{"XGBoosterLoadModelFromRaw_R", (DL_FUNC) &XGBoosterLoadModelFromRaw_R, 2},
{"XGBoosterSaveModelToRaw_R", (DL_FUNC) &XGBoosterSaveModelToRaw_R, 2},
{"XGBoosterLoadModel_R", (DL_FUNC) &XGBoosterLoadModel_R, 2},
{"XGBoosterSaveJsonConfig_R", (DL_FUNC) &XGBoosterSaveJsonConfig_R, 1},
{"XGBoosterLoadJsonConfig_R", (DL_FUNC) &XGBoosterLoadJsonConfig_R, 2},
{"XGBoosterSerializeToBuffer_R", (DL_FUNC) &XGBoosterSerializeToBuffer_R, 1},
{"XGBoosterUnserializeFromBuffer_R", (DL_FUNC) &XGBoosterUnserializeFromBuffer_R, 2},
{"XGBoosterPredictFromDMatrix_R", (DL_FUNC) &XGBoosterPredictFromDMatrix_R, 3},
{"XGBoosterSaveModel_R", (DL_FUNC) &XGBoosterSaveModel_R, 2},
{"XGBoosterSetAttr_R", (DL_FUNC) &XGBoosterSetAttr_R, 3},
{"XGBoosterSetParam_R", (DL_FUNC) &XGBoosterSetParam_R, 3},
{"XGBoosterUpdateOneIter_R", (DL_FUNC) &XGBoosterUpdateOneIter_R, 3},
{"XGCheckNullPtr_R", (DL_FUNC) &XGCheckNullPtr_R, 1},
{"XGDMatrixCreateFromCSC_R", (DL_FUNC) &XGDMatrixCreateFromCSC_R, 6},
{"XGDMatrixCreateFromCSR_R", (DL_FUNC) &XGDMatrixCreateFromCSR_R, 6},
{"XGDMatrixCreateFromFile_R", (DL_FUNC) &XGDMatrixCreateFromFile_R, 2},
{"XGDMatrixCreateFromMat_R", (DL_FUNC) &XGDMatrixCreateFromMat_R, 3},
{"XGDMatrixGetInfo_R", (DL_FUNC) &XGDMatrixGetInfo_R, 2},
{"XGDMatrixGetStrFeatureInfo_R", (DL_FUNC) &XGDMatrixGetStrFeatureInfo_R, 2},
{"XGDMatrixNumCol_R", (DL_FUNC) &XGDMatrixNumCol_R, 1},
{"XGDMatrixNumRow_R", (DL_FUNC) &XGDMatrixNumRow_R, 1},
{"XGDMatrixSaveBinary_R", (DL_FUNC) &XGDMatrixSaveBinary_R, 3},
{"XGDMatrixSetInfo_R", (DL_FUNC) &XGDMatrixSetInfo_R, 3},
{"XGDMatrixSetStrFeatureInfo_R", (DL_FUNC) &XGDMatrixSetStrFeatureInfo_R, 3},
{"XGDMatrixSliceDMatrix_R", (DL_FUNC) &XGDMatrixSliceDMatrix_R, 2},
{"XGBSetGlobalConfig_R", (DL_FUNC) &XGBSetGlobalConfig_R, 1},
{"XGBGetGlobalConfig_R", (DL_FUNC) &XGBGetGlobalConfig_R, 0},
{"XGBoosterFeatureScore_R", (DL_FUNC) &XGBoosterFeatureScore_R, 2},
{NULL, NULL, 0}
};
#if defined(_WIN32)
__declspec(dllexport)
#endif // defined(_WIN32)
void attribute_visible R_init_xgboost(DllInfo *dll) {
R_registerRoutines(dll, NULL, CallEntries, NULL, NULL);
R_useDynamicSymbols(dll, FALSE);
}