Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[INLONG-10873][SDK] Transform support factorial function #11623

Merged
merged 1 commit into from
Dec 30, 2024
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
Original file line number Diff line number Diff line change
@@ -0,0 +1,90 @@
/*
* 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.SourceData;
import org.apache.inlong.sdk.transform.process.Context;
import org.apache.inlong.sdk.transform.process.function.FunctionConstant;
import org.apache.inlong.sdk.transform.process.function.TransformFunction;
import org.apache.inlong.sdk.transform.process.operator.OperatorTools;
import org.apache.inlong.sdk.transform.process.parser.ValueParser;

import lombok.extern.slf4j.Slf4j;
import net.sf.jsqlparser.expression.Expression;
import net.sf.jsqlparser.expression.Function;

import java.math.BigDecimal;
import java.util.List;

/**
* FactorialFunction -> factorial(numeric)
* Description:
* - Return NULL if 'numeric' is NULL;
* - Return the factorial of a non-negative
*/
@TransformFunction(type = FunctionConstant.ARITHMETIC_TYPE, names = {
"factorial"}, parameter = "(Numeric numeric)", descriptions = {
"- Return \"\" if 'numeric' is NULL;",
"- Return the factorial of a non-negative."
}, examples = {
"factorial(5) = 120",
"factorial(0) = 1"
})
@Slf4j
public class FactorialFunction implements ValueParser {

private ValueParser numberParser;

public FactorialFunction(Function expr) {
if (expr.getParameters() != null) {
List<Expression> expressions = expr.getParameters().getExpressions();
if (expressions != null && expressions.size() == 1) {
numberParser = OperatorTools.buildParser(expressions.get(0));
}
}
}

@Override
public Object parse(SourceData sourceData, int rowIndex, Context context) {
if (numberParser != null) {
Object valueObj = numberParser.parse(sourceData, rowIndex, context);
if (valueObj == null) {
return null;
}
BigDecimal value = OperatorTools.parseBigDecimal(valueObj);
if (value.scale() > 0 || value.compareTo(BigDecimal.ZERO) < 0) {
log.warn("Factorial is only defined for non-negative integers. Invalid input: {}", value);
return null;
}
return factorial(value.intValue());
}
return null;
}

private BigDecimal factorial(int n) {
if (n < 0) {
log.error("Factorial is not defined for negative numbers.");
return null;
}
BigDecimal result = BigDecimal.ONE;
for (int i = 2; i <= n; i++) {
result = result.multiply(BigDecimal.valueOf(i));
}
return result;
}
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,62 @@
/*
* 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.List;

public class TestFactorialFunction extends AbstractFunctionArithmeticTestBase {

@Test
public void testFactorialFunction() throws Exception {

String transformSql = "select factorial(numeric1) from source";
TransformConfig config = new TransformConfig(transformSql);
TransformProcessor<String, String> processor = TransformProcessor
.create(config, SourceDecoderFactory.createCsvDecoder(csvSource),
SinkEncoderFactory.createKvEncoder(kvSink));

// case1: Valid input - 5!
List<String> output1 = processor.transform("5|4|6|8");
Assert.assertEquals(1, output1.size());
Assert.assertEquals("result=120", output1.get(0));

// case2: Valid input - 0!
List<String> output2 = processor.transform("0|4|6|8");
Assert.assertEquals(1, output2.size());
Assert.assertEquals("result=1", output2.get(0));

// case3: Non-integer input (5.5) should return null
List<String> output3 = processor.transform("5.5|4|6|8");
Assert.assertEquals(1, output3.size());
Assert.assertEquals("result=", output3.get(0));

// case4: Negative input (-5) should return null
List<String> output4 = processor.transform("-5|4|6|8");
Assert.assertEquals(1, output4.size());
Assert.assertEquals("result=", output4.get(0));
}

}
Loading