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new 3779d50fb2 [SYSTEMDS-3891] New out-of-core seq instruction
3779d50fb2 is described below
commit 3779d50fb2a32f56d086f2984db3e68ee576f337
Author: Jannik Lindemann <[email protected]>
AuthorDate: Sun Nov 16 11:42:58 2025 +0100
[SYSTEMDS-3891] New out-of-core seq instruction
Closes #2357.
---
.../runtime/instructions/OOCInstructionParser.java | 3 +
.../instructions/ooc/DataGenOOCInstruction.java | 136 +++++++++++++++++++++
.../runtime/instructions/ooc/OOCInstruction.java | 3 +-
.../apache/sysds/test/functions/ooc/SeqTest.java | 87 +++++++++++++
src/test/scripts/functions/ooc/Seq.dml | 29 +++++
5 files changed, 257 insertions(+), 1 deletion(-)
diff --git
a/src/main/java/org/apache/sysds/runtime/instructions/OOCInstructionParser.java
b/src/main/java/org/apache/sysds/runtime/instructions/OOCInstructionParser.java
index 938615eb9c..f23ad6d67a 100644
---
a/src/main/java/org/apache/sysds/runtime/instructions/OOCInstructionParser.java
+++
b/src/main/java/org/apache/sysds/runtime/instructions/OOCInstructionParser.java
@@ -29,6 +29,7 @@ import
org.apache.sysds.runtime.instructions.ooc.CSVReblockOOCInstruction;
import org.apache.sysds.runtime.instructions.ooc.CentralMomentOOCInstruction;
import org.apache.sysds.runtime.instructions.ooc.CtableOOCInstruction;
import org.apache.sysds.runtime.instructions.ooc.IndexingOOCInstruction;
+import org.apache.sysds.runtime.instructions.ooc.DataGenOOCInstruction;
import org.apache.sysds.runtime.instructions.ooc.OOCInstruction;
import
org.apache.sysds.runtime.instructions.ooc.ParameterizedBuiltinOOCInstruction;
import org.apache.sysds.runtime.instructions.ooc.ReblockOOCInstruction;
@@ -84,6 +85,8 @@ public class OOCInstructionParser extends InstructionParser {
return
ParameterizedBuiltinOOCInstruction.parseInstruction(str);
case MatrixIndexing:
return
IndexingOOCInstruction.parseInstruction(str);
+ case Rand:
+ return
DataGenOOCInstruction.parseInstruction(str);
default:
throw new DMLRuntimeException("Invalid OOC
Instruction Type: " + ooctype);
diff --git
a/src/main/java/org/apache/sysds/runtime/instructions/ooc/DataGenOOCInstruction.java
b/src/main/java/org/apache/sysds/runtime/instructions/ooc/DataGenOOCInstruction.java
new file mode 100644
index 0000000000..355c8ddea1
--- /dev/null
+++
b/src/main/java/org/apache/sysds/runtime/instructions/ooc/DataGenOOCInstruction.java
@@ -0,0 +1,136 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership. The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License. You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied. See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.sysds.runtime.instructions.ooc;
+
+import org.apache.commons.lang3.NotImplementedException;
+import org.apache.sysds.common.Opcodes;
+import org.apache.sysds.common.Types;
+import org.apache.sysds.runtime.DMLRuntimeException;
+import org.apache.sysds.runtime.controlprogram.context.ExecutionContext;
+import org.apache.sysds.runtime.instructions.InstructionUtils;
+import org.apache.sysds.runtime.instructions.cp.CPOperand;
+import org.apache.sysds.runtime.instructions.spark.data.IndexedMatrixValue;
+import org.apache.sysds.runtime.matrix.data.LibMatrixDatagen;
+import org.apache.sysds.runtime.matrix.data.MatrixBlock;
+import org.apache.sysds.runtime.matrix.data.MatrixIndexes;
+import org.apache.sysds.runtime.matrix.operators.UnaryOperator;
+import org.apache.sysds.runtime.util.UtilFunctions;
+
+public class DataGenOOCInstruction extends UnaryOOCInstruction {
+
+ private final int blen;
+ private Types.OpOpDG method;
+
+ // sequence specific attributes
+ private final CPOperand seq_from, seq_to, seq_incr;
+
+ public DataGenOOCInstruction(UnaryOperator op, Types.OpOpDG mthd,
CPOperand in, CPOperand out, int blen, CPOperand seqFrom,
+ CPOperand seqTo, CPOperand seqIncr, String opcode, String istr)
{
+ super(OOCType.Rand, op, in, out, opcode, istr);
+ this.blen = blen;
+ this.method = mthd;
+ this.seq_from = seqFrom;
+ this.seq_to = seqTo;
+ this.seq_incr = seqIncr;
+ }
+
+ public static DataGenOOCInstruction parseInstruction(String str) {
+ Types.OpOpDG method = null;
+ String[] s =
InstructionUtils.getInstructionPartsWithValueType(str);
+ String opcode = s[0];
+
+ if(opcode.equalsIgnoreCase(Opcodes.SEQUENCE.toString())) {
+ method = Types.OpOpDG.SEQ;
+ // 8 operands: rows, cols, blen, from, to, incr, outvar
+ InstructionUtils.checkNumFields(s, 7);
+ }
+ else
+ throw new NotImplementedException(); // TODO
+
+ CPOperand out = new CPOperand(s[s.length - 1]);
+ UnaryOperator op = null;
+
+ if(method == Types.OpOpDG.SEQ) {
+ int blen = Integer.parseInt(s[3]);
+ CPOperand from = new CPOperand(s[4]);
+ CPOperand to = new CPOperand(s[5]);
+ CPOperand incr = new CPOperand(s[6]);
+
+ return new DataGenOOCInstruction(op, method, null, out,
blen, from, to, incr, opcode, str);
+ }
+ else
+ throw new NotImplementedException();
+ }
+
+ @Override
+ public void processInstruction(ExecutionContext ec) {
+ final OOCStream<IndexedMatrixValue> qOut =
createWritableStream();
+
+ // process specific datagen operator
+ if(method == Types.OpOpDG.SEQ) {
+ double lfrom =
ec.getScalarInput(seq_from).getDoubleValue();
+ double lto = ec.getScalarInput(seq_to).getDoubleValue();
+ double lincr =
ec.getScalarInput(seq_incr).getDoubleValue();
+
+ // handle default 1 to -1 for special case of from>to
+ lincr = LibMatrixDatagen.updateSeqIncr(lfrom, lto,
lincr);
+
+ if(LOG.isTraceEnabled())
+ LOG.trace(
+ "Process DataGenOOCInstruction seq with
seqFrom=" + lfrom + ", seqTo=" + lto + ", seqIncr" + lincr);
+
+ final int maxK = (int)
UtilFunctions.getSeqLength(lfrom, lto, lincr);
+ final double finalLincr = lincr;
+
+
+ submitOOCTask(() -> {
+ int k = 0;
+ double curFrom = lfrom;
+ double curTo;
+ MatrixBlock mb;
+
+ while (k < maxK) {
+ long desiredLen = Math.min(blen, maxK -
k);
+ curTo = curFrom + (desiredLen - 1) *
finalLincr;
+ long actualLen =
UtilFunctions.getSeqLength(curFrom, curTo, finalLincr);
+
+ if (actualLen != desiredLen) {
+ // Then we add / subtract a
small correction term
+ curTo += (actualLen <
desiredLen) ? finalLincr / 2 : -finalLincr / 2;
+
+ if
(UtilFunctions.getSeqLength(curFrom, curTo, finalLincr) != desiredLen)
+ throw new
DMLRuntimeException("OOC seq could not construct the right number of
elements.");
+ }
+
+ mb = MatrixBlock.seqOperations(curFrom,
curTo, finalLincr);
+ qOut.enqueue(new IndexedMatrixValue(new
MatrixIndexes(1 + k / blen, 1), mb));
+ curFrom = mb.get(mb.getNumRows() - 1,
0) + finalLincr;
+ k += blen;
+ }
+
+ qOut.closeInput();
+ }, qOut);
+ }
+ else
+ throw new NotImplementedException();
+
+ ec.getMatrixObject(output).setStreamHandle(qOut);
+ }
+}
diff --git
a/src/main/java/org/apache/sysds/runtime/instructions/ooc/OOCInstruction.java
b/src/main/java/org/apache/sysds/runtime/instructions/ooc/OOCInstruction.java
index 7abf593aba..eb7cf55f51 100644
---
a/src/main/java/org/apache/sysds/runtime/instructions/ooc/OOCInstruction.java
+++
b/src/main/java/org/apache/sysds/runtime/instructions/ooc/OOCInstruction.java
@@ -54,7 +54,8 @@ public abstract class OOCInstruction extends Instruction {
private static final AtomicInteger nextStreamId = new AtomicInteger(0);
public enum OOCType {
- Reblock, Tee, Binary, Unary, AggregateUnary, AggregateBinary,
MAPMM, MMTSJ, Reorg, CM, Ctable, MatrixIndexing, ParameterizedBuiltin
+ Reblock, Tee, Binary, Unary, AggregateUnary, AggregateBinary,
MAPMM, MMTSJ,
+ Reorg, CM, Ctable, MatrixIndexing, ParameterizedBuiltin, Rand
}
protected final OOCInstruction.OOCType _ooctype;
diff --git a/src/test/java/org/apache/sysds/test/functions/ooc/SeqTest.java
b/src/test/java/org/apache/sysds/test/functions/ooc/SeqTest.java
new file mode 100644
index 0000000000..f7855b93e2
--- /dev/null
+++ b/src/test/java/org/apache/sysds/test/functions/ooc/SeqTest.java
@@ -0,0 +1,87 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership. The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License. You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied. See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.sysds.test.functions.ooc;
+
+import org.apache.sysds.common.Opcodes;
+import org.apache.sysds.common.Types;
+import org.apache.sysds.runtime.instructions.Instruction;
+import org.apache.sysds.runtime.matrix.data.MatrixBlock;
+import org.apache.sysds.test.AutomatedTestBase;
+import org.apache.sysds.test.TestConfiguration;
+import org.apache.sysds.test.TestUtils;
+import org.junit.Assert;
+import org.junit.Test;
+
+public class SeqTest extends AutomatedTestBase {
+ private final static String TEST_NAME1 = "Seq";
+ private final static String TEST_DIR = "functions/ooc/";
+ private final static String TEST_CLASS_DIR = TEST_DIR +
SeqTest.class.getSimpleName() + "/";
+ private final static double eps = 1e-8;
+ private static final String OUTPUT_NAME = "res";
+
+ @Override
+ public void setUp() {
+ TestUtils.clearAssertionInformation();
+ TestConfiguration config = new
TestConfiguration(TEST_CLASS_DIR, TEST_NAME1);
+ addTestConfiguration(TEST_NAME1, config);
+ }
+
+ @Test
+ public void testSeq1() {
+ runSeqTest(0, 10, 0.1);
+ }
+
+ @Test
+ public void testSeq2() {
+ runSeqTest(0, 15.9, 0.01);
+ }
+
+ private void runSeqTest(double from, double to, double incr) {
+ Types.ExecMode platformOld =
setExecMode(Types.ExecMode.SINGLE_NODE);
+
+ try {
+ getAndLoadTestConfiguration(TEST_NAME1);
+
+ String HOME = SCRIPT_DIR + TEST_DIR;
+ fullDMLScriptName = HOME + TEST_NAME1 + ".dml";
+ programArgs = new String[] {"-explain", "-stats",
"-ooc", "-args", Double.toString(from), Double.toString(to),
Double.toString(incr), output(OUTPUT_NAME)};
+
+ runTest(true, false, null, -1);
+
+ //check seq OOC
+ Assert.assertTrue("OOC wasn't used for seq",
+
heavyHittersContainsString(Instruction.OOC_INST_PREFIX + Opcodes.SEQUENCE));
+ //compare results
+
+ // rerun without ooc flag
+ programArgs = new String[] {"-explain", "-stats",
"-args", Double.toString(from), Double.toString(to), Double.toString(incr),
output(OUTPUT_NAME + "_target")};
+ runTest(true, false, null, -1);
+
+ // compare matrices
+ MatrixBlock ret1 =
TestUtils.readBinary(output(OUTPUT_NAME));
+ MatrixBlock ret2 =
TestUtils.readBinary(output(OUTPUT_NAME + "_target"));
+
+ TestUtils.compareMatrices(ret1, ret2, eps);
+ }
+ finally {
+ resetExecMode(platformOld);
+ }
+ }
+}
diff --git a/src/test/scripts/functions/ooc/Seq.dml
b/src/test/scripts/functions/ooc/Seq.dml
new file mode 100644
index 0000000000..f596f1da7f
--- /dev/null
+++ b/src/test/scripts/functions/ooc/Seq.dml
@@ -0,0 +1,29 @@
+#-------------------------------------------------------------
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements. See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership. The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied. See the License for the
+# specific language governing permissions and limitations
+# under the License.
+#
+#-------------------------------------------------------------
+
+# Read the input matrix as a stream
+from = $1;
+to = $2;
+incr = $3;
+
+res = seq(from, to, incr);
+
+write(res, $4, format="binary");
