太强了,一个注解搞定接口返回数据脱敏

ゝ一纸荒年。 2023-10-01 22:57 71阅读 0赞
  • 思路
  • 代码

      1. 自定义数据注解,并可以配置数据脱敏策略
      1. 自定义Serializer,参考jackson的StringSerializer,下面的示例只针对String类型进行脱敏
      1. 自定义AnnotationIntrospector,适配我们自定义注解返回相应的Serializer
      1. 覆盖ObjectMapper
      1. 返回对象加上注解

下午惬意时光,突然产品小姐姐走到我面前,打断我短暂的摸鱼time,企图与我进行深入交流,还好我早有防备没有闪,打开瑞star的点单页面,暗示没有一杯coffee解决不了的需求,需求是某些接口返回的信息,涉及到敏感数据的必须进行脱敏操作,我思考一反,表示某问题,马上安排。

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思路

1.要做成可配置多策略的脱敏操作,要不然一个个接口进行脱敏操作,重复的工作量太多,很显然违背了“多写一行算我输”的程序员规范,思来想去,定义数据脱敏注解和数据脱敏逻辑的接口, 在返回类上,对需要进行脱敏的属性加上,并指定对应的脱敏策略操作。

2.接下来我只需要拦截控制器返回的数据,找到带有脱敏注解的属性操作即可,一开始打算用@ControllerAdvice去实现,但发现需要自己去反射类获取注解,当返回对象比较复杂,需要递归去反射,性能一下子就会降低,于是换种思路,我想到平时使用的@JsonFormat,跟我现在的场景很类似,通过自定义注解跟字段解析器,对字段进行自定义解析,tql

代码

1. 自定义数据注解,并可以配置数据脱敏策略

  1. @Target({ElementType.FIELD, ElementType.TYPE})
  2. @Retention(RetentionPolicy.RUNTIME)
  3. @Documented
  4. public @interface DataMasking {
  5. DataMaskingFunc maskFunc() default DataMaskingFunc.NO_MASK;
  6. }

2. 自定义Serializer,参考jackson的StringSerializer,下面的示例只针对String类型进行脱敏

  1. public interface DataMaskingOperation {
  2. String MASK_CHAR = "*";
  3. String mask(String content, String maskChar);
  4. }
  5. public enum DataMaskingFunc {
  6. /**
  7. * 脱敏转换器
  8. */
  9. NO_MASK((str, maskChar) -> {
  10. return str;
  11. }),
  12. ALL_MASK((str, maskChar) -> {
  13. if (StringUtils.hasLength(str)) {
  14. StringBuilder sb = new StringBuilder();
  15. for (int i = 0; i < str.length(); i++) {
  16. sb.append(StringUtils.hasLength(maskChar) ? maskChar : DataMaskingOperation.MASK_CHAR);
  17. }
  18. return sb.toString();
  19. } else {
  20. return str;
  21. }
  22. });
  23. private final DataMaskingOperation operation;
  24. private DataMaskingFunc(DataMaskingOperation operation) {
  25. this.operation = operation;
  26. }
  27. public DataMaskingOperation operation() {
  28. return this.operation;
  29. }
  30. }
  31. public final class DataMaskingSerializer extends StdScalarSerializer<Object> {
  32. private final DataMaskingOperation operation;
  33. public DataMaskingSerializer() {
  34. super(String.class, false);
  35. this.operation = null;
  36. }
  37. public DataMaskingSerializer(DataMaskingOperation operation) {
  38. super(String.class, false);
  39. this.operation = operation;
  40. }
  41. public boolean isEmpty(SerializerProvider prov, Object value) {
  42. String str = (String)value;
  43. return str.isEmpty();
  44. }
  45. public void serialize(Object value, JsonGenerator gen, SerializerProvider provider) throws IOException {
  46. if (Objects.isNull(operation)) {
  47. String content = DataMaskingFunc.ALL_MASK.operation().mask((String) value, null);
  48. gen.writeString(content);
  49. } else {
  50. String content = operation.mask((String) value, null);
  51. gen.writeString(content);
  52. }
  53. }
  54. public final void serializeWithType(Object value, JsonGenerator gen, SerializerProvider provider, TypeSerializer typeSer) throws IOException {
  55. this.serialize(value, gen, provider);
  56. }
  57. public JsonNode getSchema(SerializerProvider provider, Type typeHint) {
  58. return this.createSchemaNode("string", true);
  59. }
  60. public void acceptJsonFormatVisitor(JsonFormatVisitorWrapper visitor, JavaType typeHint) throws JsonMappingException {
  61. this.visitStringFormat(visitor, typeHint);
  62. }
  63. }

3. 自定义AnnotationIntrospector,适配我们自定义注解返回相应的Serializer

  1. @Slf4j
  2. public class DataMaskingAnnotationIntrospector extends NopAnnotationIntrospector {
  3. @Override
  4. public Object findSerializer(Annotated am) {
  5. DataMasking annotation = am.getAnnotation(DataMasking.class);
  6. if (annotation != null) {
  7. return new DataMaskingSerializer(annotation.maskFunc().operation());
  8. }
  9. return null;
  10. }
  11. }

4. 覆盖ObjectMapper

  1. @Configuration(
  2. proxyBeanMethods = false
  3. )
  4. public class DataMaskConfiguration {
  5. @Configuration(
  6. proxyBeanMethods = false
  7. )
  8. @ConditionalOnClass({Jackson2ObjectMapperBuilder.class})
  9. static class JacksonObjectMapperConfiguration {
  10. JacksonObjectMapperConfiguration() {
  11. }
  12. @Bean
  13. @Primary
  14. ObjectMapper jacksonObjectMapper(Jackson2ObjectMapperBuilder builder) {
  15. ObjectMapper objectMapper = builder.createXmlMapper(false).build();
  16. AnnotationIntrospector ai = objectMapper.getSerializationConfig().getAnnotationIntrospector();
  17. AnnotationIntrospector newAi = AnnotationIntrospectorPair.pair(ai, new DataMaskingAnnotationIntrospector());
  18. objectMapper.setAnnotationIntrospector(newAi);
  19. return objectMapper;
  20. }
  21. }
  22. }

5. 返回对象加上注解

  1. public class User implements Serializable {
  2. /**
  3. * 主键ID
  4. */
  5. private Long id;
  6. /**
  7. * 姓名
  8. */
  9. @DataMasking(maskFunc = DataMaskingFunc.ALL_MASK)
  10. private String name;
  11. /**
  12. * 年龄
  13. */
  14. private Integer age;
  15. /**
  16. * 邮箱
  17. */
  18. @DataMasking(maskFunc = DataMaskingFunc.ALL_MASK)
  19. private String email;
  20. }

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