xgboost/tests/cpp/helpers.cu
Jiaming Yuan 230010d9a0
Cleanup set info. (#10139)
- Use the array interface internally.
- Deprecate `XGDMatrixSetDenseInfo`.
- Deprecate `XGDMatrixSetUIntInfo`.
- Move the handling of `DataType` into the deprecated C function.

---------

Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
2024-03-26 23:26:24 +08:00

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/**
* Copyright 2020-2024, XGBoost contributors
*/
#include <xgboost/c_api.h>
#include "../../src/data/device_adapter.cuh"
#include "../../src/data/iterative_dmatrix.h"
#include "helpers.h"
namespace xgboost {
CudaArrayIterForTest::CudaArrayIterForTest(float sparsity, size_t rows,
size_t cols, size_t batches)
: ArrayIterForTest{sparsity, rows, cols, batches} {
rng_->Device(FstCU());
std::tie(batches_, interface_) =
rng_->GenerateArrayInterfaceBatch(&data_, n_batches_);
this->Reset();
}
int CudaArrayIterForTest::Next() {
if (iter_ == n_batches_) {
return 0;
}
XGProxyDMatrixSetDataCudaArrayInterface(proxy_, batches_[iter_].c_str());
iter_++;
return 1;
}
std::shared_ptr<DMatrix> RandomDataGenerator::GenerateDeviceDMatrix(bool with_label) {
CudaArrayIterForTest iter{this->sparsity_, this->rows_, this->cols_, 1};
auto m = std::make_shared<data::IterativeDMatrix>(
&iter, iter.Proxy(), nullptr, Reset, Next, std::numeric_limits<float>::quiet_NaN(), 0, bins_);
if (with_label) {
this->GenerateLabels(m);
}
return m;
}
} // namespace xgboost