Add PushCSC for SparsePage. (#4193)
* Add PushCSC for SparsePage. * Move Push* definitions into cc file. * Add std:: prefix to `size_t` make clang++ happy. * Address monitor count == 0.
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@@ -3,6 +3,7 @@
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#include <vector>
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#include "helpers.h"
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#include "xgboost/learner.h"
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#include "dmlc/filesystem.h"
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namespace xgboost {
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@@ -92,4 +93,26 @@ TEST(Learner, CheckGroup) {
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delete pp_mat;
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}
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TEST(Learner, SLOW_CheckMultiBatch) {
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using Arg = std::pair<std::string, std::string>;
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// Create sufficiently large data to make two row pages
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dmlc::TemporaryDirectory tempdir;
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const std::string tmp_file = tempdir.path + "/big.libsvm";
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CreateBigTestData(tmp_file, 5000000);
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std::shared_ptr<DMatrix> dmat(xgboost::DMatrix::Load( tmp_file + "#" + tmp_file + ".cache", true, false));
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EXPECT_TRUE(FileExists(tmp_file + ".cache.row.page"));
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EXPECT_FALSE(dmat->SingleColBlock());
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size_t num_row = dmat->Info().num_row_;
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std::vector<bst_float> labels(num_row);
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for (size_t i = 0; i < num_row; ++i) {
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labels[i] = i % 2;
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}
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dmat->Info().SetInfo("label", labels.data(), DataType::kFloat32, num_row);
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std::vector<std::shared_ptr<DMatrix>> mat{dmat};
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auto learner = std::unique_ptr<Learner>(Learner::Create(mat));
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learner->Configure({Arg{"objective", "binary:logistic"}});
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learner->InitModel();
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learner->UpdateOneIter(0, dmat.get());
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}
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} // namespace xgboost
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