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October 9, 2023 20:13
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Anonymize JSON in Java using JacksonMapper
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package software.amazon.event.ruler; | |
import com.fasterxml.jackson.core.JsonProcessingException; | |
import com.fasterxml.jackson.databind.JsonNode; | |
import com.fasterxml.jackson.databind.ObjectMapper; | |
import com.fasterxml.jackson.databind.node.ArrayNode; | |
import com.fasterxml.jackson.databind.node.ObjectNode; | |
import java.util.HashMap; | |
import java.util.Iterator; | |
import java.util.Map; | |
import java.util.concurrent.ThreadLocalRandom; | |
import java.util.function.Function; | |
public class AnonymizeJSON { | |
private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper(); | |
private static final Map<String, String> keyToValue = new HashMap<>(); | |
public static void anonymizeJson(String json) throws JsonProcessingException { | |
final JsonNode jsonNode = OBJECT_MAPPER.readTree(json); | |
traverseNode(jsonNode, (x) -> { | |
if (!keyToValue.containsKey(x)) { | |
keyToValue.put(x, generateRandomAlphabeticString(x.length())); | |
} | |
return keyToValue.get(x); | |
}); | |
System.out.println("\n------------------------------"); | |
System.out.println(OBJECT_MAPPER.writerWithDefaultPrettyPrinter().writeValueAsString(jsonNode)); | |
System.out.println("\n------------------------------"); | |
} | |
private static void traverseNode(JsonNode node, Function<String, String> replaceFunc) { | |
if(node.isObject()) { | |
ObjectNode objectNode = (ObjectNode) node; | |
final Iterator<Map.Entry<String, JsonNode>> fields = objectNode.fields(); | |
while(fields.hasNext()) { | |
final Map.Entry<String, JsonNode> next = fields.next(); | |
final JsonNode childNode = next.getValue(); | |
if(childNode.isTextual()) { | |
objectNode.put(next.getKey(), replaceFunc.apply(childNode.asText())); | |
} else { | |
traverseNode(childNode, replaceFunc); | |
} | |
} | |
} else if(node.isArray()) { | |
ArrayNode arrayNode = (ArrayNode) node; | |
for(int i=0; i< arrayNode.size(); i++) { | |
final JsonNode childNode = arrayNode.get(i); | |
if(childNode.isTextual()) { | |
arrayNode.set(i, replaceFunc.apply(childNode.asText())); | |
} else { | |
traverseNode(childNode, replaceFunc); | |
} | |
} | |
} | |
} | |
private static final String ALPHABET = "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz"; | |
public static String generateRandomAlphabeticString(int length) { | |
StringBuilder randomString = new StringBuilder(length); | |
for (int i = 0; i < length; i++) { | |
int randomIndex = ThreadLocalRandom.current().nextInt(ALPHABET.length()); | |
char randomChar = ALPHABET.charAt(randomIndex); | |
randomString.append(randomChar); | |
} | |
return randomString.toString(); | |
} | |
} |
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