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new 6104e21984 [INLONG-10938][SDK] Transform SQL supports fuzzy matching
of LIKE and NOT LIKE (#11009)
6104e21984 is described below
commit 6104e219843df3e733bfcde95771bb1188446599
Author: Zkplo <[email protected]>
AuthorDate: Tue Sep 10 10:30:59 2024 +0800
[INLONG-10938][SDK] Transform SQL supports fuzzy matching of LIKE and NOT
LIKE (#11009)
---
.../org/apache/inlong/common/util/StringUtil.java | 4 +
.../transform/process/function/FunctionTools.java | 3 +
.../sdk/transform/process/parser/LikeParser.java | 110 ++++++++++++++
.../sdk/transform/process/parser/ParserTools.java | 3 +
.../transform/process/TestLikeParserProcessor.java | 169 +++++++++++++++++++++
5 files changed, 289 insertions(+)
diff --git
a/inlong-common/src/main/java/org/apache/inlong/common/util/StringUtil.java
b/inlong-common/src/main/java/org/apache/inlong/common/util/StringUtil.java
index 7df1eb6975..c10a921acb 100644
--- a/inlong-common/src/main/java/org/apache/inlong/common/util/StringUtil.java
+++ b/inlong-common/src/main/java/org/apache/inlong/common/util/StringUtil.java
@@ -283,4 +283,8 @@ public class StringUtil {
}
return charStr;
}
+
+ public static boolean isEmpty(Object str) {
+ return str == null || str.toString().isEmpty();
+ }
}
diff --git
a/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/process/function/FunctionTools.java
b/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/process/function/FunctionTools.java
index b351aee06b..1c6bd1501a 100644
---
a/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/process/function/FunctionTools.java
+++
b/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/process/function/FunctionTools.java
@@ -70,6 +70,9 @@ public class FunctionTools {
}
public static ValueParser getTransformFunction(Function func) {
+ if (func == null) {
+ return null;
+ }
String functionName = func.getName();
Class<?> clazz = functionMap.get(functionName);
if (clazz == null) {
diff --git
a/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/process/parser/LikeParser.java
b/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/process/parser/LikeParser.java
new file mode 100644
index 0000000000..ee9c828d8e
--- /dev/null
+++
b/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/process/parser/LikeParser.java
@@ -0,0 +1,110 @@
+/*
+ * 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.parser;
+
+import org.apache.inlong.common.util.StringUtil;
+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 lombok.extern.slf4j.Slf4j;
+import net.sf.jsqlparser.expression.operators.relational.LikeExpression;
+
+import java.util.regex.Pattern;
+
+/**
+ * LikeParser
+ */
+@Slf4j
+@TransformParser(values = LikeExpression.class)
+public class LikeParser implements ValueParser {
+
+ private final ValueParser destParser;
+ private final ValueParser patternParser;
+ private final ValueParser escapeParser;
+ private final boolean isNot;
+ private static final String REGEX_SPECIAL_CHAR = "[]()|^-+*?{}$\\.";
+
+ public LikeParser(LikeExpression expr) {
+ destParser = OperatorTools.buildParser(expr.getLeftExpression());
+ patternParser = OperatorTools.buildParser(expr.getRightExpression());
+ escapeParser = OperatorTools.buildParser(expr.getEscape());
+ isNot = expr.isNot();
+ }
+
+ @Override
+ public Object parse(SourceData sourceData, int rowIndex, Context context) {
+ Object destObj = destParser.parse(sourceData, rowIndex, context);
+ Object patternObj = patternParser.parse(sourceData, rowIndex, context);
+ if (destObj == null || patternObj == null) {
+ return null;
+ }
+ char escapeChr = '\\';
+ if (escapeParser != null) {
+ Object escapeObj = this.escapeParser.parse(sourceData, rowIndex,
context);
+ if (!StringUtil.isEmpty(escapeObj)) {
+ escapeChr = escapeObj.toString().charAt(0);
+ }
+ }
+ String destStr = destObj.toString();
+ String pattern = patternObj.toString();
+ try {
+ final String regex = buildLikeRegex(pattern, escapeChr);
+ boolean isMatch = Pattern.matches(regex.toLowerCase(),
destStr.toLowerCase());
+ if (isNot) {
+ return !isMatch;
+ }
+ return isMatch;
+ } catch (Exception e) {
+ log.error(e.getMessage(), e);
+ return null;
+ }
+ }
+
+ private String buildLikeRegex(String pattern, char escapeChar) {
+ int len = pattern.length();
+ StringBuilder regexPattern = new StringBuilder(len + len);
+ for (int i = 0; i < len; i++) {
+ char c = pattern.charAt(i);
+ if (REGEX_SPECIAL_CHAR.indexOf(c) >= 0) {
+ regexPattern.append('\\');
+ }
+ if (c == escapeChar) {
+ if (i == (pattern.length() - 1)) {
+ // At the end of a string, the escape character represents
itself
+ regexPattern.append(c);
+ continue;
+ }
+ char nextChar = pattern.charAt(i + 1);
+ if (nextChar == '_' || nextChar == '%' || nextChar ==
escapeChar) {
+ regexPattern.append(nextChar);
+ i++;
+ } else {
+ throw new RuntimeException("Illegal pattern string");
+ }
+ } else if (c == '_') {
+ regexPattern.append('.');
+ } else if (c == '%') {
+ regexPattern.append("(?s:.*)");
+ } else {
+ regexPattern.append(c);
+ }
+ }
+ return regexPattern.toString();
+ }
+}
diff --git
a/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/process/parser/ParserTools.java
b/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/process/parser/ParserTools.java
index a68259e3c9..a00168cdac 100644
---
a/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/process/parser/ParserTools.java
+++
b/inlong-sdk/transform-sdk/src/main/java/org/apache/inlong/sdk/transform/process/parser/ParserTools.java
@@ -61,6 +61,9 @@ public class ParserTools {
}
public static ValueParser getTransformParser(Expression expr) {
+ if (expr == null) {
+ return null;
+ }
Class<?> clazz = parserMap.get(expr.getClass());
if (clazz == null) {
return new ColumnParser((Column) expr);
diff --git
a/inlong-sdk/transform-sdk/src/test/java/org/apache/inlong/sdk/transform/process/TestLikeParserProcessor.java
b/inlong-sdk/transform-sdk/src/test/java/org/apache/inlong/sdk/transform/process/TestLikeParserProcessor.java
new file mode 100644
index 0000000000..9e913d2435
--- /dev/null
+++
b/inlong-sdk/transform-sdk/src/test/java/org/apache/inlong/sdk/transform/process/TestLikeParserProcessor.java
@@ -0,0 +1,169 @@
+/*
+ * 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;
+
+import org.apache.inlong.sdk.transform.decode.SourceDecoderFactory;
+import org.apache.inlong.sdk.transform.encode.SinkEncoderFactory;
+import org.apache.inlong.sdk.transform.pojo.CsvSourceInfo;
+import org.apache.inlong.sdk.transform.pojo.FieldInfo;
+import org.apache.inlong.sdk.transform.pojo.KvSinkInfo;
+import org.apache.inlong.sdk.transform.pojo.TransformConfig;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+
+/**
+ * TestLikeParserProcessor
+ * description: test LikeParser in transform processor
+ */
+public class TestLikeParserProcessor {
+
+ private static final List<FieldInfo> srcFields = new ArrayList<>();
+ private static final List<FieldInfo> dstFields = new ArrayList<>();
+ private static final CsvSourceInfo csvSource;
+ private static final KvSinkInfo kvSink;
+
+ static {
+ for (int i = 1; i < 3; i++) {
+ FieldInfo field = new FieldInfo();
+ field.setName("string" + i);
+ srcFields.add(field);
+ }
+ FieldInfo field = new FieldInfo();
+ field.setName("result");
+ dstFields.add(field);
+ csvSource = new CsvSourceInfo("UTF-8", '|', '\\', srcFields);
+ kvSink = new KvSinkInfo("UTF-8", dstFields);
+ }
+
+ @Test
+ public void testLikeFunction() throws Exception {
+ String transformSql = null, data = null;
+ TransformConfig config = null;
+ TransformProcessor<String, String> processor = null;
+ List<String> output = null;
+
+ transformSql = "select string1 like string2 from source";
+ config = new TransformConfig(transformSql);
+ processor = TransformProcessor
+ .create(config,
SourceDecoderFactory.createCsvDecoder(csvSource),
+ SinkEncoderFactory.createKvEncoder(kvSink));
+ // case1: apple like %App%
+ output = processor.transform("apple|%App%", new HashMap<>());
+ Assert.assertEquals(1, output.size());
+ Assert.assertEquals("result=true", output.get(0));
+
+ // case2: apple like /%App%
+ // The reason why '\' is not used as an escape string here is that
when processing CSV data,
+ // the quote parameter defaults to the '\' character
+ transformSql = "select string1 like string2 ESCAPE '/' from source";
+ config = new TransformConfig(transformSql);
+ processor = TransformProcessor
+ .create(config,
SourceDecoderFactory.createCsvDecoder(csvSource),
+ SinkEncoderFactory.createKvEncoder(kvSink));
+
+ output = processor.transform("apple|/%App%", new HashMap<>());
+ Assert.assertEquals(1, output.size());
+ Assert.assertEquals("result=false", output.get(0));
+
+ // case3: %apple like /%App% ESCAPE '/'
+ output = processor.transform("%apple|/%App%", new HashMap<>());
+ Assert.assertEquals(1, output.size());
+ Assert.assertEquals("result=true", output.get(0));
+
+ // case4: %apple like /%Apple_ ESCAPE '/'
+ output = processor.transform("%apple|/%Apple_", new HashMap<>());
+ Assert.assertEquals(1, output.size());
+ Assert.assertEquals("result=false", output.get(0));
+
+ // case5: %apple like /%Appl_ ESCAPE '/'
+ output = processor.transform("%apple|/%Appl_", new HashMap<>());
+ Assert.assertEquals(1, output.size());
+ Assert.assertEquals("result=true", output.get(0));
+
+ // case6: %ap_ple like /%Ap%_e ESCAPE '/'
+ output = processor.transform("%ap_ple|/%Ap%_e", new HashMap<>());
+ Assert.assertEquals(1, output.size());
+ Assert.assertEquals("result=true", output.get(0));
+
+ // case7: %ap_ple/ like /%Ap%_e/ ESCAPE '/'
+ output = processor.transform("%ap_ple/|/%Ap%_e/", new HashMap<>());
+ Assert.assertEquals(1, output.size());
+ Assert.assertEquals("result=true", output.get(0));
+ }
+ @Test
+ public void testNotLikeFunction() throws Exception {
+ String transformSql = null, data = null;
+ TransformConfig config = null;
+ TransformProcessor<String, String> processor = null;
+ List<String> output = null;
+
+ transformSql = "select string1 not like string2 from source";
+ config = new TransformConfig(transformSql);
+ processor = TransformProcessor
+ .create(config,
SourceDecoderFactory.createCsvDecoder(csvSource),
+ SinkEncoderFactory.createKvEncoder(kvSink));
+ // case1: apple not like %App%
+ output = processor.transform("apple|%App%", new HashMap<>());
+ Assert.assertEquals(1, output.size());
+ Assert.assertEquals("result=false", output.get(0));
+
+ // case2: apple not like /%App%
+ // The reason why '\' is not used as an escape string here is that
when processing CSV data,
+ // the quote parameter defaults to the '\' character
+ transformSql = "select string1 not like string2 ESCAPE '/' from
source";
+ config = new TransformConfig(transformSql);
+ processor = TransformProcessor
+ .create(config,
SourceDecoderFactory.createCsvDecoder(csvSource),
+ SinkEncoderFactory.createKvEncoder(kvSink));
+
+ output = processor.transform("apple|/%App%", new HashMap<>());
+ Assert.assertEquals(1, output.size());
+ Assert.assertEquals("result=true", output.get(0));
+
+ // case3: %apple not like /%App% ESCAPE '/'
+ output = processor.transform("%apple|/%App%", new HashMap<>());
+ Assert.assertEquals(1, output.size());
+ Assert.assertEquals("result=false", output.get(0));
+
+ // case4: %apple not like /%Apple_ ESCAPE '/'
+ output = processor.transform("%apple|/%Apple_", new HashMap<>());
+ Assert.assertEquals(1, output.size());
+ Assert.assertEquals("result=true", output.get(0));
+
+ // case5: %apple not like /%Appl_ ESCAPE '/'
+ output = processor.transform("%apple|/%Appl_", new HashMap<>());
+ Assert.assertEquals(1, output.size());
+ Assert.assertEquals("result=false", output.get(0));
+
+ // case6: %ap_ple not like /%Ap%_e ESCAPE '/'
+ output = processor.transform("%ap_ple|/%Ap%_e", new HashMap<>());
+ Assert.assertEquals(1, output.size());
+ Assert.assertEquals("result=false", output.get(0));
+
+ // case7: %ap_ple/ not like /%Ap%_e/ ESCAPE '/'
+ output = processor.transform("%ap_ple/|/%Ap%_e/", new HashMap<>());
+ Assert.assertEquals(1, output.size());
+ Assert.assertEquals("result=false", output.get(0));
+ }
+
+}
