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[INLONG-11300][SDK] Transform SQL supports "JSON_ARRAY_APPEND" functi…
…on (#11310) Co-authored-by: ZKpLo <[email protected]>
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127 changes: 127 additions & 0 deletions
127
...c/main/java/org/apache/inlong/sdk/transform/process/function/JsonArrayAppendFunction.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; | ||
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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.OperatorTools; | ||
import org.apache.inlong.sdk.transform.process.parser.ValueParser; | ||
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import com.alibaba.fastjson.JSON; | ||
import com.alibaba.fastjson.JSONArray; | ||
import com.alibaba.fastjson.JSONPath; | ||
import net.sf.jsqlparser.expression.Expression; | ||
import net.sf.jsqlparser.expression.Function; | ||
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import java.util.ArrayList; | ||
import java.util.List; | ||
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/** | ||
* JsonArrayAppendFunction -> JSON_ARRAY_APPEND(json_doc, path, val[, path, val] ...) | ||
* description: | ||
* - return NULL if any argument is NULL. | ||
* - return the result of appends values to the end of the indicated arrays within a JSON document. | ||
*/ | ||
@TransformFunction(names = {"json_array_append"}) | ||
public class JsonArrayAppendFunction implements ValueParser { | ||
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private ValueParser jsonDocParser; | ||
private List<ValueParser> pathValuePairsParser; | ||
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public JsonArrayAppendFunction(Function expr) { | ||
List<Expression> expressions = expr.getParameters().getExpressions(); | ||
jsonDocParser = OperatorTools.buildParser(expressions.get(0)); | ||
pathValuePairsParser = new ArrayList<>(); | ||
for (int i = 1; i < expressions.size(); i++) { | ||
pathValuePairsParser.add(OperatorTools.buildParser(expressions.get(i))); | ||
} | ||
} | ||
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@Override | ||
public Object parse(SourceData sourceData, int rowIndex, Context context) { | ||
Object jsonDocObj = jsonDocParser.parse(sourceData, rowIndex, context); | ||
if (jsonDocObj == null) { | ||
return null; | ||
} | ||
ArrayList<Object> pathValuePairs = new ArrayList<>(); | ||
for (ValueParser valueParser : pathValuePairsParser) { | ||
pathValuePairs.add(valueParser.parse(sourceData, rowIndex, context)); | ||
} | ||
return jsonArrayAppend(jsonDocObj.toString(), pathValuePairs); | ||
} | ||
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public static String jsonArrayAppend(String jsonDoc, ArrayList<Object> pathValuePairs) { | ||
if (jsonDoc == null || pathValuePairs == null || pathValuePairs.size() % 2 != 0) { | ||
return null; | ||
} | ||
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Object jsonObject; | ||
try { | ||
jsonObject = JSON.parse(jsonDoc); | ||
} catch (Exception e) { | ||
throw new IllegalArgumentException("Invalid JSON document", e); | ||
} | ||
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// Process each pair of path and val | ||
for (int i = 0; i < pathValuePairs.size(); i += 2) { | ||
String path = (String) pathValuePairs.get(i); | ||
Object value = pathValuePairs.get(i + 1); | ||
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// Attempt to append a value to the array pointed to by the specified path | ||
try { | ||
jsonObject = appendValueToArray(jsonObject, path, value); | ||
} catch (Exception e) { | ||
throw new IllegalArgumentException("Error processing path: " + path, e); | ||
} | ||
} | ||
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return JSON.toJSONString(jsonObject); | ||
} | ||
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/** | ||
* Append values to an array at a specified path | ||
* | ||
* @param jsonObject The object parsed by jsonDoc | ||
* @param path path | ||
* @param value value | ||
*/ | ||
private static Object appendValueToArray(Object jsonObject, String path, Object value) { | ||
Object targetNode = JSONPath.eval(jsonObject, path); | ||
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if (targetNode == null) { | ||
throw new IllegalArgumentException("Target path does not exist."); | ||
} | ||
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// If it is already an array type, simply append it | ||
if (targetNode instanceof JSONArray) { | ||
JSONArray array = (JSONArray) targetNode; | ||
array.add(value); | ||
} | ||
// If it is a non array type, convert it to an array and append it | ||
else { | ||
JSONArray newArray = new JSONArray(); | ||
newArray.add(targetNode); | ||
newArray.add(value); | ||
if ("$".equals(path)) { | ||
return newArray; | ||
} | ||
JSONPath.set(jsonObject, path, newArray); | ||
} | ||
return jsonObject; | ||
} | ||
} |
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.../org/apache/inlong/sdk/transform/process/function/string/TestJsonArrayAppendFunction.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.string; | ||
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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; | ||
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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 TestJsonArrayAppendFunction extends AbstractFunctionStringTestBase { | ||
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@Test | ||
public void testJsonArrayAppendFunction() throws Exception { | ||
String transformSql = null, data = null; | ||
TransformConfig config = null; | ||
TransformProcessor<String, String> processor = null; | ||
List<String> output = null; | ||
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transformSql = "select json_array_append(string1,string2,string3) from source"; | ||
config = new TransformConfig(transformSql); | ||
processor = TransformProcessor | ||
.create(config, SourceDecoderFactory.createCsvDecoder(csvSource), | ||
SinkEncoderFactory.createKvEncoder(kvSink)); | ||
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// case1: json_array_append(["a", ["b", "c"], "d"], $[1],1) | ||
data = "[\\\"a\\\",[\\\"b\\\",\\\"c\\\"],\\\"d\\\"]|$[1]|1|"; | ||
output = processor.transform(data, new HashMap<>()); | ||
Assert.assertEquals(1, output.size()); | ||
Assert.assertEquals("result=[\"a\",[\"b\",\"c\",\"1\"],\"d\"]", output.get(0)); | ||
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// case2: json_array_append(["a", ["b", "c"], "d"], $[0],2) | ||
data = "[\\\"a\\\",[\\\"b\\\",\\\"c\\\"],\\\"d\\\"]|$[0]|2|"; | ||
output = processor.transform(data, new HashMap<>()); | ||
Assert.assertEquals(1, output.size()); | ||
Assert.assertEquals("result=[[\"a\",\"2\"],[\"b\",\"c\"],\"d\"]", output.get(0)); | ||
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// case3: json_array_append(["a", ["b", "c"], "d"],$[1][0],3) | ||
data = "[\\\"a\\\",[\\\"b\\\",\\\"c\\\"],\\\"d\\\"]|$[1][0]|3|"; | ||
output = processor.transform(data, new HashMap<>()); | ||
Assert.assertEquals(1, output.size()); | ||
Assert.assertEquals("result=[\"a\",[[\"b\",\"3\"],\"c\"],\"d\"]", output.get(0)); | ||
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// case4: json_array_append("{\"a\": 1, \"b\": [2, 3], \"c\": 4}",$.b,"x") | ||
data = "{\\\"a\\\": 1, \\\"b\\\": [2, 3], \\\"c\\\": 4}|$.b|x|"; | ||
output = processor.transform(data, new HashMap<>()); | ||
Assert.assertEquals(1, output.size()); | ||
Assert.assertEquals("result={\"a\":1,\"b\":[2,3,\"x\"],\"c\":4}", output.get(0)); | ||
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// case5: json_array_append("{\"a\": 1, \"b\": [2, 3], \"c\": 4}",$.c,"y") | ||
data = "{\\\"a\\\": 1, \\\"b\\\": [2, 3], \\\"c\\\": 4}|$.c|y|"; | ||
output = processor.transform(data, new HashMap<>()); | ||
Assert.assertEquals(1, output.size()); | ||
Assert.assertEquals("result={\"a\":1,\"b\":[2,3],\"c\":[4,\"y\"]}", output.get(0)); | ||
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// case6: json_array_append("{"a": 1}",$,"z") | ||
data = "{\\\"a\\\": 1}|$|z|"; | ||
output = processor.transform(data, new HashMap<>()); | ||
Assert.assertEquals(1, output.size()); | ||
Assert.assertEquals("result=[{\"a\":1},\"z\"]", output.get(0)); | ||
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transformSql = "select json_array_append(string1,string2,string3,numeric1,numeric2) from source"; | ||
config = new TransformConfig(transformSql); | ||
processor = TransformProcessor | ||
.create(config, SourceDecoderFactory.createCsvDecoder(csvSource), | ||
SinkEncoderFactory.createKvEncoder(kvSink)); | ||
// case7: json_array_append(["a", ["b", "c"], "d"],$[0],2,$[1],3) | ||
data = "[\\\"a\\\", [\\\"b\\\", \\\"c\\\"], \\\"d\\\"]|$[0]|2|$[1]|3"; | ||
output = processor.transform(data, new HashMap<>()); | ||
Assert.assertEquals(1, output.size()); | ||
Assert.assertEquals("result=[[\"a\",\"2\"],[\"b\",\"c\",\"3\"],\"d\"]", output.get(0)); | ||
} | ||
} |