[jvm-packages] Deprecate constructors with implicit missing value. (#7225)
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@ -124,7 +124,11 @@ public class DMatrix {
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* @param nrow number of rows
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* @param ncol number of columns
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* @throws XGBoostError native error
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*
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* @deprecated Please specify the missing value explicitly using
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* {@link DMatrix(float[], int, int, float)}
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*/
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@Deprecated
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public DMatrix(float[] data, int nrow, int ncol) throws XGBoostError {
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long[] out = new long[1];
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XGBoostJNI.checkCall(XGBoostJNI.XGDMatrixCreateFromMat(data, nrow, ncol, 0.0f, out));
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@ -79,6 +79,7 @@ class DMatrix private[scala](private[scala] val jDMatrix: JDMatrix) {
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* @param nrow number of rows
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* @param ncol number of columns
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*/
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@deprecated("Please specify the missing value explicitly", "XGBoost 1.5")
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@throws(classOf[XGBoostError])
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def this(data: Array[Float], nrow: Int, ncol: Int) {
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this(new JDMatrix(data, nrow, ncol))
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@ -212,7 +212,7 @@ public class DMatrixTest {
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label0[i] = random.nextFloat();
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}
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DMatrix dmat0 = new DMatrix(data0, nrow, ncol);
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DMatrix dmat0 = new DMatrix(data0, nrow, ncol, Float.NaN);
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dmat0.setLabel(label0);
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//check
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@ -281,7 +281,7 @@ public class DMatrixTest {
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label0[i] = random.nextFloat();
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}
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dmat0 = new DMatrix(data0);
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dmat0 = new DMatrix(data0, Float.NaN);
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dmat0.setLabel(label0);
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//check
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@ -318,7 +318,7 @@ public class DMatrixTest {
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for (int j = 0; j < data0.ncol; j++)
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data0.set(i, j, data[i][j]);
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trainMat = new DMatrix(data0);
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trainMat = new DMatrix(data0, Float.NaN);
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trainMat.setLabel(new float[]{1f, 2f, 3f});
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HashMap<String, Object> params = new HashMap<>();
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@ -338,7 +338,7 @@ public class DMatrixTest {
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// (3,1) -> 2
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// (2,3) -> 3
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for (int i = 0; i < 3; i++) {
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float[][] preds = booster.predict(new DMatrix(data[i], 1, 2));
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float[][] preds = booster.predict(new DMatrix(data[i], 1, 2, Float.NaN));
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assertEquals(1, preds.length);
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assertArrayEquals(new float[]{(float) (i + 1)}, preds[0], 1e-2f);
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}
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@ -130,7 +130,7 @@ class DMatrixSuite extends FunSuite {
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for (i <- label0.indices) {
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label0(i) = Random.nextFloat()
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}
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val dmat0 = new DMatrix(data0, nrow, ncol)
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val dmat0 = new DMatrix(data0, nrow, ncol, Float.NaN)
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dmat0.setLabel(label0)
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// check
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assert(dmat0.rowNum === 10)
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