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起源:juejin.cn/post/7110110794188062727
下午惬意时光,忽然产品小姐姐走到我背后,打断我短暂的摸鱼 time,希图与我进行深刻交换,还好我早有防范没有闪,关上瑞 star 的点单页面,暗示没有一杯 coffee 解决不了的需要,需要是某些接口返回的信息,波及到敏感数据的必须进行脱敏操作,我思考一反,示意某问题,马上安顿。
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,反复的工作量太多,很显然违反了“多写一行算我输”的程序员标准,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,对须要进行脱敏的属性加上,并指定对应的脱敏策略操作。
2. 接下来我只须要拦挡控制器返回的数据,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,但发现须要本人去反射类获取注解,当返回对象比较复杂,须要递归去反射,性能一下子就会升高,于是换种思路,我想到平时应用的 @JsonFormat,跟我当初的场景很相似,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
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https://github.com/javastacks…
1. 自定义数据注解,并能够配置数据脱敏策略
@Target({ElementType.FIELD, ElementType.TYPE})
@Retention(RetentionPolicy.RUNTIME)
@Documented
public @interface DataMasking {DataMaskingFunc maskFunc() default DataMaskingFunc.NO_MASK;
}
2. 自定义 Serializer,参考 jackson 的 StringSerializer,上面的示例只针对 String 类型进行脱敏
public interface DataMaskingOperation {
String MASK_CHAR = "*";
String mask(String content, String maskChar);
}
public enum DataMaskingFunc {
/**
* 脱敏转换器
*/
NO_MASK((str, maskChar) -> {return str;}),
ALL_MASK((str, maskChar) -> {if (StringUtils.hasLength(str)) {StringBuilder sb = new StringBuilder();
for (int i = 0; i < str.length(); i++) {sb.append(StringUtils.hasLength(maskChar) ? maskChar : DataMaskingOperation.MASK_CHAR);
}
return sb.toString();} else {return str;}
});
private final DataMaskingOperation operation;
private DataMaskingFunc(DataMaskingOperation operation) {this.operation = operation;}
public DataMaskingOperation operation() {return this.operation;}
}
public final class DataMaskingSerializer extends StdScalarSerializer<Object> {
private final DataMaskingOperation operation;
public DataMaskingSerializer() {super(String.class, false);
this.operation = null;
}
public DataMaskingSerializer(DataMaskingOperation operation) {super(String.class, false);
this.operation = operation;
}
public boolean isEmpty(SerializerProvider prov, Object value) {String str = (String)value;
return str.isEmpty();}
public void serialize(Object value, JsonGenerator gen, SerializerProvider provider) throws IOException {if (Objects.isNull(operation)) {String content = DataMaskingFunc.ALL_MASK.operation().mask((String) value, null);
gen.writeString(content);
} else {String content = operation.mask((String) value, null);
gen.writeString(content);
}
}
public final void serializeWithType(Object value, JsonGenerator gen, SerializerProvider provider, TypeSerializer typeSer) throws IOException {this.serialize(value, gen, provider);
}
public JsonNode getSchema(SerializerProvider provider, Type typeHint) {return this.createSchemaNode("string", true);
}
public void acceptJsonFormatVisitor(JsonFormatVisitorWrapper visitor, JavaType typeHint) throws JsonMappingException {this.visitStringFormat(visitor, typeHint);
}
}
3. 自定义 AnnotationIntrospector,适配咱们自定义注解返回相应的 Serializer
@Slf4j
public class DataMaskingAnnotationIntrospector extends NopAnnotationIntrospector {
@Override
public Object findSerializer(Annotated am) {DataMasking annotation = am.getAnnotation(DataMasking.class);
if (annotation != null) {return new DataMaskingSerializer(annotation.maskFunc().operation());
}
return null;
}
}
4. 笼罩 ObjectMapper
@Configuration(proxyBeanMethods = false)
public class DataMaskConfiguration {
@Configuration(proxyBeanMethods = false)
@ConditionalOnClass({Jackson2ObjectMapperBuilder.class})
static class JacksonObjectMapperConfiguration {JacksonObjectMapperConfiguration() { }
@Bean
@Primary
ObjectMapper jacksonObjectMapper(Jackson2ObjectMapperBuilder builder) {ObjectMapper objectMapper = builder.createXmlMapper(false).build();
AnnotationIntrospector ai = objectMapper.getSerializationConfig().getAnnotationIntrospector();
AnnotationIntrospector newAi = AnnotationIntrospectorPair.pair(ai, new DataMaskingAnnotationIntrospector());
objectMapper.setAnnotationIntrospector(newAi);
return objectMapper;
}
}
}
5. 返回对象加上注解
public class User implements Serializable {
/**
* 主键 ID
*/
private Long id;
/**
* 姓名
*/
@DataMasking(maskFunc = DataMaskingFunc.ALL_MASK)
private String name;
/**
* 年龄
*/
private Integer age;
/**
* 邮箱
*/
@DataMasking(maskFunc = DataMaskingFunc.ALL_MASK)
private String email;
}
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