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[INLONG-11301][SDK] Transform SQL supports "JSON_ARRAY_INSERT" function
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ZKpLo committed Oct 10, 2024
1 parent cc82864 commit 0d55d15
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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.
*/

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 com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.JSONObject;
import com.alibaba.fastjson.JSONPath;
import net.sf.jsqlparser.expression.Expression;
import net.sf.jsqlparser.expression.Function;

import java.util.ArrayList;
import java.util.List;

/**
* JsonArrayInsertFunction -> JSON_ARRAY_INSERT(json_doc, path, val[, path, val] ...)
* description:
* - return NULL if any argument is NULL;
* - return the document inserted into the array.
* Note: If multiple groups of parameters are passed in, the parameter subscripts of the latter groups
* need to be based on the document subscripts after the previous group of parameters are updated.
*/
@TransformFunction(names = {"json_array_insert"})
public class JsonArrayInsertFunction implements ValueParser {

private ValueParser jsonDocParser;
private List<ValueParser> pathValuePairsParser;

public JsonArrayInsertFunction(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)));
}
}

@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 jsonArrayInsert(jsonDocObj.toString(), pathValuePairs);
}

public static String jsonArrayInsert(String jsonDoc, ArrayList<Object> pathValuePairs) {
if (jsonDoc == null || pathValuePairs == null || pathValuePairs.size() % 2 != 0) {
return null;
}

Object jsonObject = JSON.parse(jsonDoc);

for (int i = 0; i < pathValuePairs.size(); i += 2) {
String path = (String) pathValuePairs.get(i);
Object value = pathValuePairs.get(i + 1);

if (!path.endsWith("]")) {
throw new IllegalArgumentException("Path must end with an array index: " + path);
}

// Find the parent path
String parentPath = path.substring(0, path.lastIndexOf('['));
Object parentNode = JSONPath.eval(jsonObject, parentPath);

if (parentNode instanceof JSONArray) {
// If the parent path is an array, perform the insert operation
insertIntoArray((JSONArray) parentNode, path, value);
} else if (parentNode instanceof JSONObject) {
// If the parent path is an object, try inserting it into the array inside the object
String arrayIndexPart = path.substring(path.lastIndexOf('['), path.lastIndexOf(']') + 1);
handleArrayInsertionInObject((JSONObject) parentNode, arrayIndexPart, value);
} else {
throw new IllegalArgumentException("Invalid path or target node is not an array or object: " + path);
}
}

return JSON.toJSONString(jsonObject);
}

private static void insertIntoArray(JSONArray array, String path, Object value) {
String indexPart = path.substring(path.lastIndexOf('[') + 1, path.lastIndexOf(']'));
int index = Integer.parseInt(indexPart);

// If the index exceeds the length of the array, insert at the end
if (index >= array.size()) {
array.add(value);
} else {
array.add(index, value);
}
}

private static void handleArrayInsertionInObject(JSONObject jsonObject, String arrayPart, Object value) {
String arrayField = arrayPart.substring(1, arrayPart.length() - 1);
JSONArray array = jsonObject.getJSONArray(arrayField);
if (array != null) {
insertIntoArray(array, arrayPart, value);
}
}
}
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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.
*/

package org.apache.inlong.sdk.transform.process.function.string;

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;

public class TestJsonArrayInsertFunction extends AbstractFunctionStringTestBase {

@Test
public void testJsonArrayInsertFunction() throws Exception {
String transformSql = null, data = null;
TransformConfig config = null;
TransformProcessor<String, String> processor = null;
List<String> output = null;

transformSql = "select json_array_insert(string1,string2,string3) from source";
config = new TransformConfig(transformSql);
processor = TransformProcessor
.create(config, SourceDecoderFactory.createCsvDecoder(csvSource),
SinkEncoderFactory.createKvEncoder(kvSink));

// case1: json_array_append(["a", {"b": [1, 2]}, [3, 4]], $[1], x)
data = "[\\\"a\\\", {\\\"b\\\": [1, 2]}, [3, 4]]|$[1]|x|";
output = processor.transform(data, new HashMap<>());
Assert.assertEquals(1, output.size());
Assert.assertEquals("result=[\"a\",\"x\",{\"b\":[1,2]},[3,4]]", output.get(0));

// case2: json_array_append(["a", {"b": [1, 2]}, [3, 4]], $[100], x)
data = "[\\\"a\\\", {\\\"b\\\": [1, 2]}, [3, 4]]|$[100]|x|";
output = processor.transform(data, new HashMap<>());
Assert.assertEquals(1, output.size());
Assert.assertEquals("result=[\"a\",{\"b\":[1,2]},[3,4],\"x\"]", output.get(0));

// case3: json_array_append(["a", {"b": [1, 2]}, [3, 4]], $[100], x)
data = "[\\\"a\\\", {\\\"b\\\": [1, 2]}, [3, 4]]|$[1].b[0]|x|";
output = processor.transform(data, new HashMap<>());
Assert.assertEquals(1, output.size());
Assert.assertEquals("result=[\"a\",{\"b\":[\"x\",1,2]},[3,4]]", output.get(0));

// case4: json_array_append(["a", {"b": [1, 2]}, [3, 4]], $[100], y)
data = "[\\\"a\\\", {\\\"b\\\": [1, 2]}, [3, 4]]|$[2][1]|y|";
output = processor.transform(data, new HashMap<>());
Assert.assertEquals(1, output.size());
Assert.assertEquals("result=[\"a\",{\"b\":[1,2]},[3,\"y\",4]]", output.get(0));

transformSql = "select json_array_insert(string1,string2,string3,numeric1,numeric2) from source";
config = new TransformConfig(transformSql);
processor = TransformProcessor
.create(config, SourceDecoderFactory.createCsvDecoder(csvSource),
SinkEncoderFactory.createKvEncoder(kvSink));

// case5: json_array_append(["a", {"b": [1, 2]}, [3, 4]], "$[0]", "x", "$[2][1]", "y")
data = "[\\\"a\\\", {\\\"b\\\": [1, 2]}, [3, 4]]|$[0]|x|$[2][1]|y";
output = processor.transform(data, new HashMap<>());
Assert.assertEquals(1, output.size());
Assert.assertEquals("result=[\"x\",\"a\",{\"b\":[1,2]},[3,4]]", output.get(0));

// case6: json_array_append(["a", {"b": [1, 2]}, [3, 4]], "$[0]", "x", "$[3][1]", "y")
data = "[\\\"a\\\", {\\\"b\\\": [1, 2]}, [3, 4]]|$[0]|x|$[3][1]|y";
output = processor.transform(data, new HashMap<>());
Assert.assertEquals(1, output.size());
Assert.assertEquals("result=[\"x\",\"a\",{\"b\":[1,2]},[3,\"y\",4]]", output.get(0));

}
}

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