зеркало из https://github.com/microsoft/LightGBM.git
* fix R memory leaks * attempt at solving linter complaints * fix compilation on windows * move R_API_BEGIN to correct place * make sure exception objects reach out of scope * better way to solve rchk complaints * remove goto statement
This commit is contained in:
Родитель
2c8bb45b2c
Коммит
eda0d3cae3
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@ -25,18 +25,60 @@
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#define COL_MAJOR (0)
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#define MAX_LENGTH_ERR_MSG 1024
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char R_errmsg_buffer[MAX_LENGTH_ERR_MSG];
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struct LGBM_R_ErrorClass { SEXP cont_token; };
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void LGBM_R_save_exception_msg(const std::exception &err);
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void LGBM_R_save_exception_msg(const std::string &err);
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#define R_API_BEGIN() \
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try {
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#define R_API_END() } \
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catch(std::exception& ex) { LGBM_SetLastError(ex.what()); } \
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catch(std::string& ex) { LGBM_SetLastError(ex.c_str()); } \
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catch(...) { LGBM_SetLastError("unknown exception"); }
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catch(LGBM_R_ErrorClass &cont) { R_ContinueUnwind(cont.cont_token); } \
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catch(std::exception& ex) { LGBM_R_save_exception_msg(ex); } \
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catch(std::string& ex) { LGBM_R_save_exception_msg(ex); } \
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catch(...) { Rf_error("unknown exception"); } \
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Rf_error(R_errmsg_buffer); \
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return R_NilValue; /* <- won't be reached */
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#define CHECK_CALL(x) \
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if ((x) != 0) { \
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Rf_error(LGBM_GetLastError()); \
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throw std::runtime_error(LGBM_GetLastError()); \
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}
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// These are helper functions to allow doing a stack unwind
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// after an R allocation error, which would trigger a long jump.
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void LGBM_R_save_exception_msg(const std::exception &err) {
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std::snprintf(R_errmsg_buffer, MAX_LENGTH_ERR_MSG, "%s\n", err.what());
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}
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void LGBM_R_save_exception_msg(const std::string &err) {
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std::snprintf(R_errmsg_buffer, MAX_LENGTH_ERR_MSG, "%s\n", err.c_str());
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}
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SEXP wrapped_R_string(void *len) {
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return Rf_allocVector(STRSXP, *(reinterpret_cast<R_xlen_t*>(len)));
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}
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SEXP wrapped_Rf_mkChar(void *txt) {
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return Rf_mkChar(reinterpret_cast<char*>(txt));
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}
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void throw_R_memerr(void *ptr_cont_token, Rboolean jump) {
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if (jump) {
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LGBM_R_ErrorClass err{*(reinterpret_cast<SEXP*>(ptr_cont_token))};
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throw err;
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}
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}
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SEXP safe_R_string(R_xlen_t len, SEXP *cont_token) {
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return R_UnwindProtect(wrapped_R_string, reinterpret_cast<void*>(&len), throw_R_memerr, cont_token, *cont_token);
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}
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SEXP safe_R_mkChar(char *txt, SEXP *cont_token) {
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return R_UnwindProtect(wrapped_Rf_mkChar, reinterpret_cast<void*>(txt), throw_R_memerr, cont_token, *cont_token);
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}
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using LightGBM::Common::Split;
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using LightGBM::Log;
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@ -51,6 +93,7 @@ void _DatasetFinalizer(SEXP handle) {
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SEXP LGBM_DatasetCreateFromFile_R(SEXP filename,
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SEXP parameters,
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SEXP reference) {
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R_API_BEGIN();
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SEXP ret;
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DatasetHandle handle = nullptr;
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DatasetHandle ref = nullptr;
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@ -59,13 +102,12 @@ SEXP LGBM_DatasetCreateFromFile_R(SEXP filename,
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}
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const char* filename_ptr = CHAR(PROTECT(Rf_asChar(filename)));
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const char* parameters_ptr = CHAR(PROTECT(Rf_asChar(parameters)));
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R_API_BEGIN();
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CHECK_CALL(LGBM_DatasetCreateFromFile(filename_ptr, parameters_ptr, ref, &handle));
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R_API_END();
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ret = PROTECT(R_MakeExternalPtr(handle, R_NilValue, R_NilValue));
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R_RegisterCFinalizerEx(ret, _DatasetFinalizer, TRUE);
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UNPROTECT(3);
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return ret;
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R_API_END();
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}
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SEXP LGBM_DatasetCreateFromCSC_R(SEXP indptr,
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@ -76,6 +118,7 @@ SEXP LGBM_DatasetCreateFromCSC_R(SEXP indptr,
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SEXP num_row,
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SEXP parameters,
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SEXP reference) {
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R_API_BEGIN();
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SEXP ret;
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const int* p_indptr = INTEGER(indptr);
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const int* p_indices = INTEGER(indices);
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@ -89,15 +132,14 @@ SEXP LGBM_DatasetCreateFromCSC_R(SEXP indptr,
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if (!Rf_isNull(reference)) {
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ref = R_ExternalPtrAddr(reference);
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}
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R_API_BEGIN();
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CHECK_CALL(LGBM_DatasetCreateFromCSC(p_indptr, C_API_DTYPE_INT32, p_indices,
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p_data, C_API_DTYPE_FLOAT64, nindptr, ndata,
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nrow, parameters_ptr, ref, &handle));
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R_API_END();
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ret = PROTECT(R_MakeExternalPtr(handle, R_NilValue, R_NilValue));
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R_RegisterCFinalizerEx(ret, _DatasetFinalizer, TRUE);
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UNPROTECT(2);
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return ret;
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R_API_END();
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}
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SEXP LGBM_DatasetCreateFromMat_R(SEXP data,
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@ -105,6 +147,7 @@ SEXP LGBM_DatasetCreateFromMat_R(SEXP data,
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SEXP num_col,
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SEXP parameters,
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SEXP reference) {
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R_API_BEGIN();
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SEXP ret;
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int32_t nrow = static_cast<int32_t>(Rf_asInteger(num_row));
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int32_t ncol = static_cast<int32_t>(Rf_asInteger(num_col));
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@ -115,20 +158,20 @@ SEXP LGBM_DatasetCreateFromMat_R(SEXP data,
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if (!Rf_isNull(reference)) {
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ref = R_ExternalPtrAddr(reference);
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}
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R_API_BEGIN();
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CHECK_CALL(LGBM_DatasetCreateFromMat(p_mat, C_API_DTYPE_FLOAT64, nrow, ncol, COL_MAJOR,
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parameters_ptr, ref, &handle));
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R_API_END();
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ret = PROTECT(R_MakeExternalPtr(handle, R_NilValue, R_NilValue));
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R_RegisterCFinalizerEx(ret, _DatasetFinalizer, TRUE);
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UNPROTECT(2);
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return ret;
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R_API_END();
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}
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SEXP LGBM_DatasetGetSubset_R(SEXP handle,
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SEXP used_row_indices,
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SEXP len_used_row_indices,
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SEXP parameters) {
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R_API_BEGIN();
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SEXP ret;
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int32_t len = static_cast<int32_t>(Rf_asInteger(len_used_row_indices));
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std::vector<int32_t> idxvec(len);
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@ -139,39 +182,38 @@ SEXP LGBM_DatasetGetSubset_R(SEXP handle,
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}
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const char* parameters_ptr = CHAR(PROTECT(Rf_asChar(parameters)));
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DatasetHandle res = nullptr;
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R_API_BEGIN();
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CHECK_CALL(LGBM_DatasetGetSubset(R_ExternalPtrAddr(handle),
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idxvec.data(), len, parameters_ptr,
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&res));
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R_API_END();
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ret = PROTECT(R_MakeExternalPtr(res, R_NilValue, R_NilValue));
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R_RegisterCFinalizerEx(ret, _DatasetFinalizer, TRUE);
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UNPROTECT(2);
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return ret;
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R_API_END();
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}
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SEXP LGBM_DatasetSetFeatureNames_R(SEXP handle,
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SEXP feature_names) {
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R_API_BEGIN();
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auto vec_names = Split(CHAR(PROTECT(Rf_asChar(feature_names))), '\t');
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std::vector<const char*> vec_sptr;
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int len = static_cast<int>(vec_names.size());
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for (int i = 0; i < len; ++i) {
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vec_sptr.push_back(vec_names[i].c_str());
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}
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R_API_BEGIN();
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CHECK_CALL(LGBM_DatasetSetFeatureNames(R_ExternalPtrAddr(handle),
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vec_sptr.data(), len));
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R_API_END();
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UNPROTECT(1);
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return R_NilValue;
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R_API_END();
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}
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SEXP LGBM_DatasetGetFeatureNames_R(SEXP handle) {
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SEXP cont_token = PROTECT(R_MakeUnwindCont());
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R_API_BEGIN();
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SEXP feature_names;
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int len = 0;
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R_API_BEGIN();
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CHECK_CALL(LGBM_DatasetGetNumFeature(R_ExternalPtrAddr(handle), &len));
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R_API_END();
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const size_t reserved_string_size = 256;
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std::vector<std::vector<char>> names(len);
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std::vector<char*> ptr_names(len);
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@ -181,14 +223,12 @@ SEXP LGBM_DatasetGetFeatureNames_R(SEXP handle) {
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}
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int out_len;
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size_t required_string_size;
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R_API_BEGIN();
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CHECK_CALL(
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LGBM_DatasetGetFeatureNames(
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R_ExternalPtrAddr(handle),
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len, &out_len,
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reserved_string_size, &required_string_size,
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ptr_names.data()));
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R_API_END();
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// if any feature names were larger than allocated size,
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// allow for a larger size and try again
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if (required_string_size > reserved_string_size) {
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@ -196,7 +236,6 @@ SEXP LGBM_DatasetGetFeatureNames_R(SEXP handle) {
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names[i].resize(required_string_size);
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ptr_names[i] = names[i].data();
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}
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R_API_BEGIN();
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CHECK_CALL(
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LGBM_DatasetGetFeatureNames(
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R_ExternalPtrAddr(handle),
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@ -205,26 +244,26 @@ SEXP LGBM_DatasetGetFeatureNames_R(SEXP handle) {
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required_string_size,
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&required_string_size,
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ptr_names.data()));
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R_API_END();
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}
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CHECK_EQ(len, out_len);
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feature_names = PROTECT(Rf_allocVector(STRSXP, len));
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feature_names = PROTECT(safe_R_string(static_cast<R_xlen_t>(len), &cont_token));
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for (int i = 0; i < len; ++i) {
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SET_STRING_ELT(feature_names, i, Rf_mkChar(ptr_names[i]));
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SET_STRING_ELT(feature_names, i, safe_R_mkChar(ptr_names[i], &cont_token));
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}
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UNPROTECT(1);
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UNPROTECT(2);
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return feature_names;
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R_API_END();
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}
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SEXP LGBM_DatasetSaveBinary_R(SEXP handle,
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SEXP filename) {
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const char* filename_ptr = CHAR(PROTECT(Rf_asChar(filename)));
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R_API_BEGIN();
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const char* filename_ptr = CHAR(PROTECT(Rf_asChar(filename)));
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CHECK_CALL(LGBM_DatasetSaveBinary(R_ExternalPtrAddr(handle),
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filename_ptr));
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R_API_END();
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UNPROTECT(1);
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return R_NilValue;
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R_API_END();
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}
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SEXP LGBM_DatasetFree_R(SEXP handle) {
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@ -233,17 +272,17 @@ SEXP LGBM_DatasetFree_R(SEXP handle) {
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CHECK_CALL(LGBM_DatasetFree(R_ExternalPtrAddr(handle)));
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R_ClearExternalPtr(handle);
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}
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R_API_END();
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return R_NilValue;
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R_API_END();
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}
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SEXP LGBM_DatasetSetField_R(SEXP handle,
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SEXP field_name,
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SEXP field_data,
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SEXP num_element) {
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R_API_BEGIN();
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int len = Rf_asInteger(num_element);
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const char* name = CHAR(PROTECT(Rf_asChar(field_name)));
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R_API_BEGIN();
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if (!strcmp("group", name) || !strcmp("query", name)) {
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std::vector<int32_t> vec(len);
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#pragma omp parallel for schedule(static, 512) if (len >= 1024)
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@ -261,19 +300,19 @@ SEXP LGBM_DatasetSetField_R(SEXP handle,
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}
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CHECK_CALL(LGBM_DatasetSetField(R_ExternalPtrAddr(handle), name, vec.data(), len, C_API_DTYPE_FLOAT32));
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}
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R_API_END();
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UNPROTECT(1);
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return R_NilValue;
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R_API_END();
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}
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SEXP LGBM_DatasetGetField_R(SEXP handle,
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SEXP field_name,
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SEXP field_data) {
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R_API_BEGIN();
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const char* name = CHAR(PROTECT(Rf_asChar(field_name)));
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int out_len = 0;
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int out_type = 0;
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const void* res;
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R_API_BEGIN();
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CHECK_CALL(LGBM_DatasetGetField(R_ExternalPtrAddr(handle), name, &out_len, &res, &out_type));
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if (!strcmp("group", name) || !strcmp("query", name)) {
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auto p_data = reinterpret_cast<const int32_t*>(res);
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@ -295,57 +334,57 @@ SEXP LGBM_DatasetGetField_R(SEXP handle,
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REAL(field_data)[i] = p_data[i];
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}
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}
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R_API_END();
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UNPROTECT(1);
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return R_NilValue;
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R_API_END();
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}
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SEXP LGBM_DatasetGetFieldSize_R(SEXP handle,
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SEXP field_name,
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SEXP out) {
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R_API_BEGIN();
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const char* name = CHAR(PROTECT(Rf_asChar(field_name)));
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int out_len = 0;
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int out_type = 0;
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const void* res;
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R_API_BEGIN();
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CHECK_CALL(LGBM_DatasetGetField(R_ExternalPtrAddr(handle), name, &out_len, &res, &out_type));
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if (!strcmp("group", name) || !strcmp("query", name)) {
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out_len -= 1;
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}
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INTEGER(out)[0] = out_len;
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R_API_END();
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UNPROTECT(1);
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return R_NilValue;
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R_API_END();
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}
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SEXP LGBM_DatasetUpdateParamChecking_R(SEXP old_params,
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SEXP new_params) {
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R_API_BEGIN();
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const char* old_params_ptr = CHAR(PROTECT(Rf_asChar(old_params)));
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const char* new_params_ptr = CHAR(PROTECT(Rf_asChar(new_params)));
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R_API_BEGIN();
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CHECK_CALL(LGBM_DatasetUpdateParamChecking(old_params_ptr, new_params_ptr));
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R_API_END();
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UNPROTECT(2);
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return R_NilValue;
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R_API_END();
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}
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SEXP LGBM_DatasetGetNumData_R(SEXP handle, SEXP out) {
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int nrow;
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R_API_BEGIN();
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int nrow;
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CHECK_CALL(LGBM_DatasetGetNumData(R_ExternalPtrAddr(handle), &nrow));
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INTEGER(out)[0] = nrow;
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R_API_END();
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return R_NilValue;
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R_API_END();
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}
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SEXP LGBM_DatasetGetNumFeature_R(SEXP handle,
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SEXP out) {
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int nfeature;
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R_API_BEGIN();
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int nfeature;
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CHECK_CALL(LGBM_DatasetGetNumFeature(R_ExternalPtrAddr(handle), &nfeature));
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INTEGER(out)[0] = nfeature;
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R_API_END();
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return R_NilValue;
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R_API_END();
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}
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// --- start Booster interfaces
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|
@ -360,110 +399,110 @@ SEXP LGBM_BoosterFree_R(SEXP handle) {
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CHECK_CALL(LGBM_BoosterFree(R_ExternalPtrAddr(handle)));
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R_ClearExternalPtr(handle);
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}
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R_API_END();
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return R_NilValue;
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R_API_END();
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}
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SEXP LGBM_BoosterCreate_R(SEXP train_data,
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SEXP parameters) {
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R_API_BEGIN();
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SEXP ret;
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const char* parameters_ptr = CHAR(PROTECT(Rf_asChar(parameters)));
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BoosterHandle handle = nullptr;
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R_API_BEGIN();
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CHECK_CALL(LGBM_BoosterCreate(R_ExternalPtrAddr(train_data), parameters_ptr, &handle));
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R_API_END();
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ret = PROTECT(R_MakeExternalPtr(handle, R_NilValue, R_NilValue));
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R_RegisterCFinalizerEx(ret, _BoosterFinalizer, TRUE);
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UNPROTECT(2);
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return ret;
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R_API_END();
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}
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SEXP LGBM_BoosterCreateFromModelfile_R(SEXP filename) {
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R_API_BEGIN();
|
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SEXP ret;
|
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int out_num_iterations = 0;
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const char* filename_ptr = CHAR(PROTECT(Rf_asChar(filename)));
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BoosterHandle handle = nullptr;
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R_API_BEGIN();
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CHECK_CALL(LGBM_BoosterCreateFromModelfile(filename_ptr, &out_num_iterations, &handle));
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R_API_END();
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ret = PROTECT(R_MakeExternalPtr(handle, R_NilValue, R_NilValue));
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R_RegisterCFinalizerEx(ret, _BoosterFinalizer, TRUE);
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UNPROTECT(2);
|
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return ret;
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R_API_END();
|
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}
|
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|
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SEXP LGBM_BoosterLoadModelFromString_R(SEXP model_str) {
|
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R_API_BEGIN();
|
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SEXP ret;
|
||||
int out_num_iterations = 0;
|
||||
const char* model_str_ptr = CHAR(PROTECT(Rf_asChar(model_str)));
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BoosterHandle handle = nullptr;
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R_API_BEGIN();
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CHECK_CALL(LGBM_BoosterLoadModelFromString(model_str_ptr, &out_num_iterations, &handle));
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R_API_END();
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ret = PROTECT(R_MakeExternalPtr(handle, R_NilValue, R_NilValue));
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R_RegisterCFinalizerEx(ret, _BoosterFinalizer, TRUE);
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UNPROTECT(2);
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return ret;
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R_API_END();
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}
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SEXP LGBM_BoosterMerge_R(SEXP handle,
|
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SEXP other_handle) {
|
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R_API_BEGIN();
|
||||
CHECK_CALL(LGBM_BoosterMerge(R_ExternalPtrAddr(handle), R_ExternalPtrAddr(other_handle)));
|
||||
R_API_END();
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterAddValidData_R(SEXP handle,
|
||||
SEXP valid_data) {
|
||||
R_API_BEGIN();
|
||||
CHECK_CALL(LGBM_BoosterAddValidData(R_ExternalPtrAddr(handle), R_ExternalPtrAddr(valid_data)));
|
||||
R_API_END();
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterResetTrainingData_R(SEXP handle,
|
||||
SEXP train_data) {
|
||||
R_API_BEGIN();
|
||||
CHECK_CALL(LGBM_BoosterResetTrainingData(R_ExternalPtrAddr(handle), R_ExternalPtrAddr(train_data)));
|
||||
R_API_END();
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterResetParameter_R(SEXP handle,
|
||||
SEXP parameters) {
|
||||
const char* parameters_ptr = CHAR(PROTECT(Rf_asChar(parameters)));
|
||||
R_API_BEGIN();
|
||||
const char* parameters_ptr = CHAR(PROTECT(Rf_asChar(parameters)));
|
||||
CHECK_CALL(LGBM_BoosterResetParameter(R_ExternalPtrAddr(handle), parameters_ptr));
|
||||
R_API_END();
|
||||
UNPROTECT(1);
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterGetNumClasses_R(SEXP handle,
|
||||
SEXP out) {
|
||||
int num_class;
|
||||
R_API_BEGIN();
|
||||
int num_class;
|
||||
CHECK_CALL(LGBM_BoosterGetNumClasses(R_ExternalPtrAddr(handle), &num_class));
|
||||
INTEGER(out)[0] = num_class;
|
||||
R_API_END();
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterUpdateOneIter_R(SEXP handle) {
|
||||
int is_finished = 0;
|
||||
R_API_BEGIN();
|
||||
int is_finished = 0;
|
||||
CHECK_CALL(LGBM_BoosterUpdateOneIter(R_ExternalPtrAddr(handle), &is_finished));
|
||||
R_API_END();
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterUpdateOneIterCustom_R(SEXP handle,
|
||||
SEXP grad,
|
||||
SEXP hess,
|
||||
SEXP len) {
|
||||
int is_finished = 0;
|
||||
R_API_BEGIN();
|
||||
int is_finished = 0;
|
||||
int int_len = Rf_asInteger(len);
|
||||
std::vector<float> tgrad(int_len), thess(int_len);
|
||||
#pragma omp parallel for schedule(static, 512) if (int_len >= 1024)
|
||||
|
@ -472,25 +511,25 @@ SEXP LGBM_BoosterUpdateOneIterCustom_R(SEXP handle,
|
|||
thess[j] = static_cast<float>(REAL(hess)[j]);
|
||||
}
|
||||
CHECK_CALL(LGBM_BoosterUpdateOneIterCustom(R_ExternalPtrAddr(handle), tgrad.data(), thess.data(), &is_finished));
|
||||
R_API_END();
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterRollbackOneIter_R(SEXP handle) {
|
||||
R_API_BEGIN();
|
||||
CHECK_CALL(LGBM_BoosterRollbackOneIter(R_ExternalPtrAddr(handle)));
|
||||
R_API_END();
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterGetCurrentIteration_R(SEXP handle,
|
||||
SEXP out) {
|
||||
int out_iteration;
|
||||
R_API_BEGIN();
|
||||
int out_iteration;
|
||||
CHECK_CALL(LGBM_BoosterGetCurrentIteration(R_ExternalPtrAddr(handle), &out_iteration));
|
||||
INTEGER(out)[0] = out_iteration;
|
||||
R_API_END();
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterGetUpperBoundValue_R(SEXP handle,
|
||||
|
@ -498,8 +537,8 @@ SEXP LGBM_BoosterGetUpperBoundValue_R(SEXP handle,
|
|||
R_API_BEGIN();
|
||||
double* ptr_ret = REAL(out_result);
|
||||
CHECK_CALL(LGBM_BoosterGetUpperBoundValue(R_ExternalPtrAddr(handle), ptr_ret));
|
||||
R_API_END();
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterGetLowerBoundValue_R(SEXP handle,
|
||||
|
@ -507,16 +546,16 @@ SEXP LGBM_BoosterGetLowerBoundValue_R(SEXP handle,
|
|||
R_API_BEGIN();
|
||||
double* ptr_ret = REAL(out_result);
|
||||
CHECK_CALL(LGBM_BoosterGetLowerBoundValue(R_ExternalPtrAddr(handle), ptr_ret));
|
||||
R_API_END();
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterGetEvalNames_R(SEXP handle) {
|
||||
SEXP cont_token = PROTECT(R_MakeUnwindCont());
|
||||
R_API_BEGIN();
|
||||
SEXP eval_names;
|
||||
int len;
|
||||
R_API_BEGIN();
|
||||
CHECK_CALL(LGBM_BoosterGetEvalCounts(R_ExternalPtrAddr(handle), &len));
|
||||
R_API_END();
|
||||
const size_t reserved_string_size = 128;
|
||||
std::vector<std::vector<char>> names(len);
|
||||
std::vector<char*> ptr_names(len);
|
||||
|
@ -527,14 +566,12 @@ SEXP LGBM_BoosterGetEvalNames_R(SEXP handle) {
|
|||
|
||||
int out_len;
|
||||
size_t required_string_size;
|
||||
R_API_BEGIN();
|
||||
CHECK_CALL(
|
||||
LGBM_BoosterGetEvalNames(
|
||||
R_ExternalPtrAddr(handle),
|
||||
len, &out_len,
|
||||
reserved_string_size, &required_string_size,
|
||||
ptr_names.data()));
|
||||
R_API_END();
|
||||
// if any eval names were larger than allocated size,
|
||||
// allow for a larger size and try again
|
||||
if (required_string_size > reserved_string_size) {
|
||||
|
@ -542,7 +579,6 @@ SEXP LGBM_BoosterGetEvalNames_R(SEXP handle) {
|
|||
names[i].resize(required_string_size);
|
||||
ptr_names[i] = names[i].data();
|
||||
}
|
||||
R_API_BEGIN();
|
||||
CHECK_CALL(
|
||||
LGBM_BoosterGetEvalNames(
|
||||
R_ExternalPtrAddr(handle),
|
||||
|
@ -551,15 +587,15 @@ SEXP LGBM_BoosterGetEvalNames_R(SEXP handle) {
|
|||
required_string_size,
|
||||
&required_string_size,
|
||||
ptr_names.data()));
|
||||
R_API_END();
|
||||
}
|
||||
CHECK_EQ(out_len, len);
|
||||
eval_names = PROTECT(Rf_allocVector(STRSXP, len));
|
||||
eval_names = PROTECT(safe_R_string(static_cast<R_xlen_t>(len), &cont_token));
|
||||
for (int i = 0; i < len; ++i) {
|
||||
SET_STRING_ELT(eval_names, i, Rf_mkChar(ptr_names[i]));
|
||||
SET_STRING_ELT(eval_names, i, safe_R_mkChar(ptr_names[i], &cont_token));
|
||||
}
|
||||
UNPROTECT(1);
|
||||
UNPROTECT(2);
|
||||
return eval_names;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterGetEval_R(SEXP handle,
|
||||
|
@ -572,8 +608,8 @@ SEXP LGBM_BoosterGetEval_R(SEXP handle,
|
|||
int out_len;
|
||||
CHECK_CALL(LGBM_BoosterGetEval(R_ExternalPtrAddr(handle), Rf_asInteger(data_idx), &out_len, ptr_ret));
|
||||
CHECK_EQ(out_len, len);
|
||||
R_API_END();
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterGetNumPredict_R(SEXP handle,
|
||||
|
@ -583,8 +619,8 @@ SEXP LGBM_BoosterGetNumPredict_R(SEXP handle,
|
|||
int64_t len;
|
||||
CHECK_CALL(LGBM_BoosterGetNumPredict(R_ExternalPtrAddr(handle), Rf_asInteger(data_idx), &len));
|
||||
INTEGER(out)[0] = static_cast<int>(len);
|
||||
R_API_END();
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterGetPredict_R(SEXP handle,
|
||||
|
@ -594,8 +630,8 @@ SEXP LGBM_BoosterGetPredict_R(SEXP handle,
|
|||
double* ptr_ret = REAL(out_result);
|
||||
int64_t out_len;
|
||||
CHECK_CALL(LGBM_BoosterGetPredict(R_ExternalPtrAddr(handle), Rf_asInteger(data_idx), &out_len, ptr_ret));
|
||||
R_API_END();
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
int GetPredictType(SEXP is_rawscore, SEXP is_leafidx, SEXP is_predcontrib) {
|
||||
|
@ -622,17 +658,17 @@ SEXP LGBM_BoosterPredictForFile_R(SEXP handle,
|
|||
SEXP num_iteration,
|
||||
SEXP parameter,
|
||||
SEXP result_filename) {
|
||||
R_API_BEGIN();
|
||||
const char* data_filename_ptr = CHAR(PROTECT(Rf_asChar(data_filename)));
|
||||
const char* parameter_ptr = CHAR(PROTECT(Rf_asChar(parameter)));
|
||||
const char* result_filename_ptr = CHAR(PROTECT(Rf_asChar(result_filename)));
|
||||
int pred_type = GetPredictType(is_rawscore, is_leafidx, is_predcontrib);
|
||||
R_API_BEGIN();
|
||||
CHECK_CALL(LGBM_BoosterPredictForFile(R_ExternalPtrAddr(handle), data_filename_ptr,
|
||||
Rf_asInteger(data_has_header), pred_type, Rf_asInteger(start_iteration), Rf_asInteger(num_iteration), parameter_ptr,
|
||||
result_filename_ptr));
|
||||
R_API_END();
|
||||
UNPROTECT(3);
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterCalcNumPredict_R(SEXP handle,
|
||||
|
@ -649,8 +685,8 @@ SEXP LGBM_BoosterCalcNumPredict_R(SEXP handle,
|
|||
CHECK_CALL(LGBM_BoosterCalcNumPredict(R_ExternalPtrAddr(handle), Rf_asInteger(num_row),
|
||||
pred_type, Rf_asInteger(start_iteration), Rf_asInteger(num_iteration), &len));
|
||||
INTEGER(out_len)[0] = static_cast<int>(len);
|
||||
R_API_END();
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterPredictForCSC_R(SEXP handle,
|
||||
|
@ -667,6 +703,7 @@ SEXP LGBM_BoosterPredictForCSC_R(SEXP handle,
|
|||
SEXP num_iteration,
|
||||
SEXP parameter,
|
||||
SEXP out_result) {
|
||||
R_API_BEGIN();
|
||||
int pred_type = GetPredictType(is_rawscore, is_leafidx, is_predcontrib);
|
||||
const int* p_indptr = INTEGER(indptr);
|
||||
const int32_t* p_indices = reinterpret_cast<const int32_t*>(INTEGER(indices));
|
||||
|
@ -677,14 +714,13 @@ SEXP LGBM_BoosterPredictForCSC_R(SEXP handle,
|
|||
double* ptr_ret = REAL(out_result);
|
||||
int64_t out_len;
|
||||
const char* parameter_ptr = CHAR(PROTECT(Rf_asChar(parameter)));
|
||||
R_API_BEGIN();
|
||||
CHECK_CALL(LGBM_BoosterPredictForCSC(R_ExternalPtrAddr(handle),
|
||||
p_indptr, C_API_DTYPE_INT32, p_indices,
|
||||
p_data, C_API_DTYPE_FLOAT64, nindptr, ndata,
|
||||
nrow, pred_type, Rf_asInteger(start_iteration), Rf_asInteger(num_iteration), parameter_ptr, &out_len, ptr_ret));
|
||||
R_API_END();
|
||||
UNPROTECT(1);
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterPredictForMat_R(SEXP handle,
|
||||
|
@ -698,6 +734,7 @@ SEXP LGBM_BoosterPredictForMat_R(SEXP handle,
|
|||
SEXP num_iteration,
|
||||
SEXP parameter,
|
||||
SEXP out_result) {
|
||||
R_API_BEGIN();
|
||||
int pred_type = GetPredictType(is_rawscore, is_leafidx, is_predcontrib);
|
||||
int32_t nrow = static_cast<int32_t>(Rf_asInteger(num_row));
|
||||
int32_t ncol = static_cast<int32_t>(Rf_asInteger(num_col));
|
||||
|
@ -705,75 +742,72 @@ SEXP LGBM_BoosterPredictForMat_R(SEXP handle,
|
|||
double* ptr_ret = REAL(out_result);
|
||||
const char* parameter_ptr = CHAR(PROTECT(Rf_asChar(parameter)));
|
||||
int64_t out_len;
|
||||
R_API_BEGIN();
|
||||
CHECK_CALL(LGBM_BoosterPredictForMat(R_ExternalPtrAddr(handle),
|
||||
p_mat, C_API_DTYPE_FLOAT64, nrow, ncol, COL_MAJOR,
|
||||
pred_type, Rf_asInteger(start_iteration), Rf_asInteger(num_iteration), parameter_ptr, &out_len, ptr_ret));
|
||||
R_API_END();
|
||||
UNPROTECT(1);
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterSaveModel_R(SEXP handle,
|
||||
SEXP num_iteration,
|
||||
SEXP feature_importance_type,
|
||||
SEXP filename) {
|
||||
const char* filename_ptr = CHAR(PROTECT(Rf_asChar(filename)));
|
||||
R_API_BEGIN();
|
||||
const char* filename_ptr = CHAR(PROTECT(Rf_asChar(filename)));
|
||||
CHECK_CALL(LGBM_BoosterSaveModel(R_ExternalPtrAddr(handle), 0, Rf_asInteger(num_iteration), Rf_asInteger(feature_importance_type), filename_ptr));
|
||||
R_API_END();
|
||||
UNPROTECT(1);
|
||||
return R_NilValue;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterSaveModelToString_R(SEXP handle,
|
||||
SEXP num_iteration,
|
||||
SEXP feature_importance_type) {
|
||||
SEXP cont_token = PROTECT(R_MakeUnwindCont());
|
||||
R_API_BEGIN();
|
||||
SEXP model_str;
|
||||
int64_t out_len = 0;
|
||||
int64_t buf_len = 1024 * 1024;
|
||||
int num_iter = Rf_asInteger(num_iteration);
|
||||
int importance_type = Rf_asInteger(feature_importance_type);
|
||||
std::vector<char> inner_char_buf(buf_len);
|
||||
R_API_BEGIN();
|
||||
CHECK_CALL(LGBM_BoosterSaveModelToString(R_ExternalPtrAddr(handle), 0, num_iter, importance_type, buf_len, &out_len, inner_char_buf.data()));
|
||||
R_API_END();
|
||||
// if the model string was larger than the initial buffer, allocate a bigger buffer and try again
|
||||
if (out_len > buf_len) {
|
||||
inner_char_buf.resize(out_len);
|
||||
R_API_BEGIN();
|
||||
CHECK_CALL(LGBM_BoosterSaveModelToString(R_ExternalPtrAddr(handle), 0, num_iter, importance_type, out_len, &out_len, inner_char_buf.data()));
|
||||
R_API_END();
|
||||
}
|
||||
model_str = PROTECT(Rf_allocVector(STRSXP, 1));
|
||||
SET_STRING_ELT(model_str, 0, Rf_mkChar(inner_char_buf.data()));
|
||||
UNPROTECT(1);
|
||||
model_str = PROTECT(safe_R_string(static_cast<R_xlen_t>(1), &cont_token));
|
||||
SET_STRING_ELT(model_str, 0, safe_R_mkChar(inner_char_buf.data(), &cont_token));
|
||||
UNPROTECT(2);
|
||||
return model_str;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
SEXP LGBM_BoosterDumpModel_R(SEXP handle,
|
||||
SEXP num_iteration,
|
||||
SEXP feature_importance_type) {
|
||||
SEXP cont_token = PROTECT(R_MakeUnwindCont());
|
||||
R_API_BEGIN();
|
||||
SEXP model_str;
|
||||
int64_t out_len = 0;
|
||||
int64_t buf_len = 1024 * 1024;
|
||||
int num_iter = Rf_asInteger(num_iteration);
|
||||
int importance_type = Rf_asInteger(feature_importance_type);
|
||||
std::vector<char> inner_char_buf(buf_len);
|
||||
R_API_BEGIN();
|
||||
CHECK_CALL(LGBM_BoosterDumpModel(R_ExternalPtrAddr(handle), 0, num_iter, importance_type, buf_len, &out_len, inner_char_buf.data()));
|
||||
R_API_END();
|
||||
// if the model string was larger than the initial buffer, allocate a bigger buffer and try again
|
||||
if (out_len > buf_len) {
|
||||
inner_char_buf.resize(out_len);
|
||||
R_API_BEGIN();
|
||||
CHECK_CALL(LGBM_BoosterDumpModel(R_ExternalPtrAddr(handle), 0, num_iter, importance_type, out_len, &out_len, inner_char_buf.data()));
|
||||
R_API_END();
|
||||
}
|
||||
model_str = PROTECT(Rf_allocVector(STRSXP, 1));
|
||||
SET_STRING_ELT(model_str, 0, Rf_mkChar(inner_char_buf.data()));
|
||||
UNPROTECT(1);
|
||||
model_str = PROTECT(safe_R_string(static_cast<R_xlen_t>(1), &cont_token));
|
||||
SET_STRING_ELT(model_str, 0, safe_R_mkChar(inner_char_buf.data(), &cont_token));
|
||||
UNPROTECT(2);
|
||||
return model_str;
|
||||
R_API_END();
|
||||
}
|
||||
|
||||
// .Call() calls
|
||||
|
|
|
@ -1779,7 +1779,6 @@ test_that("lgb.train() fit on linearly-relatead data improves when using linear
|
|||
|
||||
|
||||
test_that("lgb.train() w/ linear learner fails already-constructed dataset with linear=false", {
|
||||
testthat::skip("Skipping this test because it causes issues for valgrind")
|
||||
set.seed(708L)
|
||||
params <- list(
|
||||
objective = "regression"
|
||||
|
|
|
@ -693,7 +693,6 @@ test_that("Saving a model with different feature importance types works", {
|
|||
})
|
||||
|
||||
test_that("Saving a model with unknown importance type fails", {
|
||||
testthat::skip("Skipping this test because it causes issues for valgrind")
|
||||
set.seed(708L)
|
||||
data(agaricus.train, package = "lightgbm")
|
||||
train <- agaricus.train
|
||||
|
|
|
@ -18,8 +18,8 @@
|
|||
#ifdef LGB_R_BUILD
|
||||
#define R_NO_REMAP
|
||||
#define R_USE_C99_IN_CXX
|
||||
#include <R_ext/Error.h>
|
||||
#include <R_ext/Print.h>
|
||||
extern "C" void R_FlushConsole(void);
|
||||
#endif
|
||||
|
||||
namespace LightGBM {
|
||||
|
@ -124,7 +124,8 @@ class Log {
|
|||
fprintf(stderr, "[LightGBM] [Fatal] %s\n", str_buf);
|
||||
fflush(stderr);
|
||||
#else
|
||||
Rf_error("[LightGBM] [Fatal] %s\n", str_buf);
|
||||
REprintf("[LightGBM] [Fatal] %s\n", str_buf);
|
||||
R_FlushConsole();
|
||||
#endif
|
||||
throw std::runtime_error(std::string(str_buf));
|
||||
}
|
||||
|
@ -154,6 +155,7 @@ class Log {
|
|||
Rprintf("[LightGBM] [%s] ", level_str);
|
||||
Rvprintf(format, val);
|
||||
Rprintf("\n");
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R_FlushConsole();
|
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#endif
|
||||
}
|
||||
}
|
||||
|
|
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