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[INLONG-11147][SDK] Transform support CASE Operator (#11184)
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92 changes: 92 additions & 0 deletions
92
...ransform-sdk/src/main/java/org/apache/inlong/sdk/transform/process/parser/CaseParser.java
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/* | ||
* 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. | ||
*/ | ||
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package org.apache.inlong.sdk.transform.process.parser; | ||
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import org.apache.inlong.sdk.transform.decode.SourceData; | ||
import org.apache.inlong.sdk.transform.process.Context; | ||
import org.apache.inlong.sdk.transform.process.operator.ExpressionOperator; | ||
import org.apache.inlong.sdk.transform.process.operator.OperatorTools; | ||
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import net.sf.jsqlparser.expression.CaseExpression; | ||
import net.sf.jsqlparser.expression.WhenClause; | ||
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import java.util.ArrayList; | ||
import java.util.List; | ||
/** | ||
* CASE value WHEN compare_value THEN result [WHEN compare_value THEN result ...] [ELSE result] END | ||
* CASE WHEN condition THEN result [WHEN condition THEN result ...] [ELSE result] END | ||
* | ||
* The first CASE syntax returns the result for the first value=compare_value comparison that is true. | ||
* The second syntax returns the result for the first condition that is true. | ||
* If no comparison or condition is true, the result after ELSE is returned, or NULL if there is no ELSE part. | ||
*/ | ||
@TransformParser(values = CaseExpression.class) | ||
public class CaseParser implements ValueParser { | ||
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private final ValueParser switchValue; | ||
private final List<CaseWhen> caseWhens; | ||
private final ValueParser elseResult; | ||
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public CaseParser(CaseExpression expr) { | ||
this.switchValue = OperatorTools.buildParser(expr.getSwitchExpression()); | ||
this.caseWhens = new ArrayList<>(); | ||
this.elseResult = OperatorTools.buildParser(expr.getElseExpression()); | ||
for (WhenClause whenClause : expr.getWhenClauses()) { | ||
Object condition = null; | ||
if (switchValue == null) { | ||
condition = OperatorTools.buildOperator(whenClause.getWhenExpression()); | ||
} else { | ||
condition = OperatorTools.buildParser(whenClause.getWhenExpression()); | ||
} | ||
ValueParser result = OperatorTools.buildParser(whenClause.getThenExpression()); | ||
this.caseWhens.add(new CaseWhen(condition, result)); | ||
} | ||
} | ||
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@SuppressWarnings("rawtypes") | ||
@Override | ||
public Object parse(SourceData sourceData, int rowIndex, Context context) { | ||
if (switchValue == null) { | ||
for (CaseWhen caseWhen : caseWhens) { | ||
if (((ExpressionOperator) caseWhen.condition).check(sourceData, rowIndex, context)) { | ||
return caseWhen.result.parse(sourceData, rowIndex, context); | ||
} | ||
} | ||
} else { | ||
for (CaseWhen caseWhen : caseWhens) { | ||
Comparable left = (Comparable) switchValue.parse(sourceData, rowIndex, context); | ||
Comparable right = (Comparable) ((ValueParser) caseWhen.condition).parse(sourceData, rowIndex, context); | ||
if (OperatorTools.compareValue(left, right) == 0) { | ||
return caseWhen.result.parse(sourceData, rowIndex, context); | ||
} | ||
} | ||
} | ||
return elseResult == null ? null : elseResult.parse(sourceData, rowIndex, context); | ||
} | ||
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private static class CaseWhen { | ||
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private final Object condition; | ||
private final ValueParser result; | ||
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public CaseWhen(Object condition, ValueParser result) { | ||
this.condition = condition; | ||
this.result = result; | ||
} | ||
} | ||
} |
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165
...t/java/org/apache/inlong/sdk/transform/process/function/flowcontrol/TestCaseFunction.java
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/* | ||
* 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. | ||
*/ | ||
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package org.apache.inlong.sdk.transform.process.function.flowcontrol; | ||
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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.apache.inlong.sdk.transform.process.function.arithmetic.AbstractFunctionArithmeticTestBase; | ||
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import org.junit.Assert; | ||
import org.junit.Test; | ||
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import java.util.HashMap; | ||
import java.util.List; | ||
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public class TestCaseFunction extends AbstractFunctionArithmeticTestBase { | ||
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@Test | ||
public void testCaseFunction() throws Exception { | ||
String transformSql = null, data = null; | ||
TransformConfig config = null; | ||
TransformProcessor<String, String> processor = null; | ||
List<String> output = null; | ||
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// case1: CASE WHEN numeric1 > numeric2 THEN 'greater' ELSE 'lesser' END | ||
transformSql = "select case " + | ||
"when numeric1 > numeric2 then 'greater' " + | ||
"else 'lesser' end " + | ||
"from source"; | ||
config = new TransformConfig(transformSql); | ||
processor = TransformProcessor | ||
.create(config, SourceDecoderFactory.createCsvDecoder(csvSource), | ||
SinkEncoderFactory.createKvEncoder(kvSink)); | ||
data = "5|3|3|5"; | ||
output = processor.transform(data, new HashMap<>()); | ||
Assert.assertEquals(1, output.size()); | ||
Assert.assertEquals("result=greater", output.get(0)); | ||
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// case2: CASE numeric1 WHEN 5 THEN 'five' ELSE 'other' END | ||
transformSql = "select case numeric1 " + | ||
"when 5 then 'five' " + | ||
"else 'other' end " + | ||
"from source"; | ||
config = new TransformConfig(transformSql); | ||
processor = TransformProcessor | ||
.create(config, SourceDecoderFactory.createCsvDecoder(csvSource), | ||
SinkEncoderFactory.createKvEncoder(kvSink)); | ||
data = "5|0|3|5"; | ||
output = processor.transform(data, new HashMap<>()); | ||
Assert.assertEquals(1, output.size()); | ||
Assert.assertEquals("result=five", output.get(0)); | ||
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// case3: CASE numeric1 WHEN 3 THEN 'three' WHEN 5 THEN 'five' ELSE 'other' END | ||
transformSql = "select case numeric1 " + | ||
"when 3 then 'three' " + | ||
"when 5 then 'five' " + | ||
"else 'other' end " + | ||
"from source"; | ||
config = new TransformConfig(transformSql); | ||
processor = TransformProcessor | ||
.create(config, SourceDecoderFactory.createCsvDecoder(csvSource), | ||
SinkEncoderFactory.createKvEncoder(kvSink)); | ||
data = "6|0|3|5"; | ||
output = processor.transform(data, new HashMap<>()); | ||
Assert.assertEquals(1, output.size()); | ||
Assert.assertEquals("result=other", output.get(0)); | ||
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// case4: CASE WHEN numeric1 >= 90 THEN 'Excellent' WHEN numeric1 >= 80 THEN 'Good' WHEN numeric1 >= 60 THEN | ||
// 'Pass' ELSE 'Fail' END | ||
transformSql = "select case " + | ||
"when numeric1 >= 90 then 'Excellent' " + | ||
"when numeric1 >= 80 then 'Good' " + | ||
"when numeric1 >= 60 then 'Pass' " + | ||
"else 'Fail' end " + | ||
"from source"; | ||
config = new TransformConfig(transformSql); | ||
processor = TransformProcessor | ||
.create(config, SourceDecoderFactory.createCsvDecoder(csvSource), | ||
SinkEncoderFactory.createKvEncoder(kvSink)); | ||
data = "85|0|3|5"; | ||
output = processor.transform(data, new HashMap<>()); | ||
Assert.assertEquals(1, output.size()); | ||
Assert.assertEquals("result=Good", output.get(0)); | ||
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// case5: CASE WHEN numeric1 = 5 THEN 'five' WHEN numeric1 > 3 THEN 'greater' END | ||
transformSql = "select case " + | ||
"when numeric1 = 5 then 'five' " + | ||
"when numeric1 > 3 then 'greater' " + | ||
"end " + | ||
"from source"; | ||
config = new TransformConfig(transformSql); | ||
processor = TransformProcessor | ||
.create(config, SourceDecoderFactory.createCsvDecoder(csvSource), | ||
SinkEncoderFactory.createKvEncoder(kvSink)); | ||
data = "5|0|3|5"; | ||
output = processor.transform(data, new HashMap<>()); | ||
Assert.assertEquals(1, output.size()); | ||
Assert.assertEquals("result=five", output.get(0)); | ||
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// case6: CASE numeric1 + numeric2 WHEN 3 THEN 3 WHEN 5 THEN 'five' WHEN 5.4 THEN 5.4 ELSE 'other' END | ||
transformSql = "select case numeric1 + numeric2 " + | ||
"when 3 then 3 " + | ||
"when 5 then 'five' " + | ||
"when 5.4 then 5.4 " + | ||
"else 'other' end " + | ||
"from source"; | ||
config = new TransformConfig(transformSql); | ||
processor = TransformProcessor | ||
.create(config, SourceDecoderFactory.createCsvDecoder(csvSource), | ||
SinkEncoderFactory.createKvEncoder(kvSink)); | ||
data = "3.2|2.2|3|5"; | ||
output = processor.transform(data, new HashMap<>()); | ||
Assert.assertEquals(1, output.size()); | ||
Assert.assertEquals("result=5.4", output.get(0)); | ||
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// case7: CASE numeric1 / numeric2 WHEN 3 THEN 'three' WHEN 5 THEN 'five' ELSE 'other' END | ||
transformSql = "select case numeric1 / numeric2 " + | ||
"when 3 then 'three' " + | ||
"when 5 then 'five' " + | ||
"else 'other' end " + | ||
"from source"; | ||
config = new TransformConfig(transformSql); | ||
processor = TransformProcessor | ||
.create(config, SourceDecoderFactory.createCsvDecoder(csvSource), | ||
SinkEncoderFactory.createKvEncoder(kvSink)); | ||
data = "3|0|3|5"; | ||
output = processor.transform(data, new HashMap<>()); | ||
Assert.assertEquals(1, output.size()); | ||
Assert.assertEquals("result=", output.get(0)); | ||
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// case8: Nested CASE Expression | ||
transformSql = "select case " + | ||
"when numeric1 >= 90 then 'Excellent' " + | ||
"when numeric1 >= 80 then 'Good' " + | ||
"when numeric1 >= 60 then case " + | ||
"when numeric2 >= 70 then 'Pass with Merit' " + | ||
"else 'Pass' end " + | ||
"else 'Fail' end " + | ||
"from source"; | ||
config = new TransformConfig(transformSql); | ||
processor = TransformProcessor | ||
.create(config, SourceDecoderFactory.createCsvDecoder(csvSource), | ||
SinkEncoderFactory.createKvEncoder(kvSink)); | ||
data = "65|75|3|5"; | ||
output = processor.transform(data, new HashMap<>()); | ||
Assert.assertEquals(1, output.size()); | ||
Assert.assertEquals("result=Pass with Merit", output.get(0)); | ||
} | ||
} |