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feat(w2):完成数据清洗

master
ZhengJiayin 4 weeks ago
parent
commit
aeca2d3c16
  1. 26
      w2/DataCleaner.java

26
w2/DataCleaner.java

@ -2,25 +2,31 @@ public class DataCleaner {
public static void main(String[] args) { public static void main(String[] args) {
int[] sensorData = {85, -5, 92, 0, 105, 999, 88, 76}; int[] sensorData = {85, -5, 92, 0, 105, 999, 88, 76};
int validSum = 0; int validSum = 0; // 有效数据总和
int validCount = 0; int validCount = 0; // 有效数据个数
for (int data : sensorData) { // 遍历数组,按规则处理数据
if (data == 999) { for (int num : sensorData) {
System.out.println("致命错误: 传感器掉线,终止处理"); // 规则3:致命错误,遇到999直接终止流程
if (num == 999) {
System.out.println("致命错误:传感器掉线,终止处理");
break; break;
} }
if (data <= 0 || data > 100) { // 规则2:无效数据(0/负数/大于100且不是999),跳过并告警
System.out.println("警告: 发现越界数据[" + data + "],已跳过"); if (num <= 0 || num > 100) {
System.out.println("警告:发现越界数据[" + num + "],已跳过");
continue; continue;
} }
validSum += data; // 规则1:正常范围(1-100),计入总和与计数
validSum += num;
validCount++; validCount++;
} }
// 规则4:最终输出平均值
if (validCount > 0) { if (validCount > 0) {
double avg = (double) validSum / validCount; // 避免整数除法陷阱:将总和转为double再计算
System.out.println("有效数据平均值: " + avg); double average = (double) validSum / validCount;
System.out.printf("有效数据的平均值为:%.2f%n", average);
} else { } else {
System.out.println("无有效数据"); System.out.println("无有效数据");
} }

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