From 5b0eb6df9ca74e68c63499206baeb40d2810bf68 Mon Sep 17 00:00:00 2001 From: emptyOVO <118812562+emptyOVO@users.noreply.github.com> Date: Tue, 10 Sep 2024 20:12:55 +0800 Subject: [PATCH] [INLONG-11056][SDK] Transform support RAND_INTEGER() function (#11063) --- .../process/function/RandIntegerFunction.java | 76 +++++++++++++++++++ .../arithmetic/TestRandIntegerFunction.java | 61 +++++++++++++++ 2 files changed, 137 insertions(+) create mode 100644 inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/process/function/RandIntegerFunction.java create mode 100644 inlong-sdk/transform-sdk/src/test/java/org/apache/inlong/sdk/transform/process/function/arithmetic/TestRandIntegerFunction.java diff --git a/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/process/function/RandIntegerFunction.java b/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/process/function/RandIntegerFunction.java new file mode 100644 index 00000000000..446d4aca586 --- /dev/null +++ b/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/process/function/RandIntegerFunction.java @@ -0,0 +1,76 @@ +/* + * 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.inlong.sdk.transform.process.function; + +import org.apache.inlong.sdk.transform.decode.SourceData; +import org.apache.inlong.sdk.transform.process.Context; +import org.apache.inlong.sdk.transform.process.operator.OperatorTools; +import org.apache.inlong.sdk.transform.process.parser.ValueParser; + +import net.sf.jsqlparser.expression.Expression; +import net.sf.jsqlparser.expression.Function; + +import java.util.List; +import java.util.Random; + +/** + * RandIntegerFunction + * description: RAND_INTEGER(INT1)--Returns a pseudorandom integer value in the range [0, INT) + * RAND_INTEGER(INT1, INT2)--Returns a pseudorandom integer value in the range [0, INT1) with an initial seed INT2. + * Two RAND_INTEGER functions will return idential sequences of numbers if they have the same initial seed and bound. + */ +@TransformFunction(names = {"rand_integer"}) +public class RandIntegerFunction implements ValueParser { + + private ValueParser firstIntParser; + + private ValueParser secondIntParser; + + private Random random; + + public RandIntegerFunction(Function expr) { + random = new Random(); + List expressions = expr.getParameters().getExpressions(); + if (expressions != null) { + firstIntParser = OperatorTools.buildParser(expressions.get(0)); + if (expressions.size() >= 2) { + secondIntParser = OperatorTools.buildParser(expressions.get(1)); + } + } + } + @Override + public Object parse(SourceData sourceData, int rowIndex, Context context) { + Object firstIntObj = firstIntParser.parse(sourceData, rowIndex, context); + int firstInt = OperatorTools.parseBigDecimal(firstIntObj).intValue(); + if (secondIntParser != null) { + Object secondIntObj = secondIntParser.parse(sourceData, rowIndex, context); + int secondInt = OperatorTools.parseBigDecimal(secondIntObj).intValue(); + return randInteger(firstInt, secondInt); + } + return randInteger(firstInt); + } + + private int randInteger(int range) { + return random.nextInt(range); + } + + private int randInteger(int range, int seed) { + random.setSeed(seed); + return random.nextInt(range); + } +} diff --git a/inlong-sdk/transform-sdk/src/test/java/org/apache/inlong/sdk/transform/process/function/arithmetic/TestRandIntegerFunction.java b/inlong-sdk/transform-sdk/src/test/java/org/apache/inlong/sdk/transform/process/function/arithmetic/TestRandIntegerFunction.java new file mode 100644 index 00000000000..f388e962d3a --- /dev/null +++ b/inlong-sdk/transform-sdk/src/test/java/org/apache/inlong/sdk/transform/process/function/arithmetic/TestRandIntegerFunction.java @@ -0,0 +1,61 @@ +/* + * 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.inlong.sdk.transform.process.function.arithmetic; + +import org.apache.inlong.sdk.transform.decode.SourceDecoderFactory; +import org.apache.inlong.sdk.transform.encode.SinkEncoderFactory; +import org.apache.inlong.sdk.transform.pojo.TransformConfig; +import org.apache.inlong.sdk.transform.process.TransformProcessor; + +import org.junit.Assert; +import org.junit.Test; + +import java.util.HashMap; +import java.util.List; +import java.util.Random; + +public class TestRandIntegerFunction extends AbstractFunctionArithmeticTestBase { + + @Test + public void testRandIntegerFunction() throws Exception { + String transformSql1 = "select rand_integer(numeric1) from source"; + TransformConfig config1 = new TransformConfig(transformSql1); + TransformProcessor processor1 = TransformProcessor + .create(config1, SourceDecoderFactory.createCsvDecoder(csvSource), + SinkEncoderFactory.createKvEncoder(kvSink)); + // case: rand_integer(10) + List output1 = processor1.transform("10|4|6|8", new HashMap<>()); + Assert.assertEquals(1, output1.size()); + int res1 = Integer.parseInt(output1.get(0).substring(7)); + Assert.assertTrue(res1 >= 0 && res1 < 10); + // case: rand_integer(89) + List output2 = processor1.transform("89|4|6|8", new HashMap<>()); + Assert.assertEquals(1, output2.size()); + int res2 = Integer.parseInt(output2.get(0).substring(7)); + Assert.assertTrue(res2 >= 0 && res2 < 89); + String transformSql2 = "select rand_integer(numeric1,numeric2) from source"; + TransformConfig config2 = new TransformConfig(transformSql2); + TransformProcessor processor2 = TransformProcessor + .create(config2, SourceDecoderFactory.createCsvDecoder(csvSource), + SinkEncoderFactory.createKvEncoder(kvSink)); + // case: rand_integer(88, 89) + List output3 = processor2.transform("88|89||", new HashMap<>()); + Assert.assertEquals(1, output3.size()); + Assert.assertEquals(output3.get(0), "result=" + new Random(89).nextInt(88)); + } +}