华为OD机考 双机位B/C卷 - 压缩日志查询 (C++ & Python & JAVA & JS & C)
题目描述
某设备需要记录每分钟检测到的指标值。为了节约存储空间,将连续相同指标值的记录合并。
压缩之前: 202411231000,11 202411231001,11 202411231002,12 202411231003,12 202411231004,10 202411231005,17 202411231006,17 202411231007,17
压缩之后: 202411231000,202411231001,11 202411231002,202411231003,12 202411231004,202411231004,10 202411231005,202411231007,17
查询时,根据输入的时间范围进行查询,需要返回回时间范围内记录的每分钟的指标值,如果某个时间点没有记录值,则此条记录忽略不返回。
输入描述
第一行为查询的时间范围,格式是:startTime,endTime。查询的时间范围为闭区间,即大于等于startTime且小于等于endTime, startTime <= endTime,且他们跨度的分钟数小于100;
第二行为压缩日志记录的行数,100 >= N > 0;
第三行及以后为压缩日志内容。每一行的格式为:startTime,endTime,kpi,其中 startTime<=endTime,10^5>kpi>=0;记录已按升序进行排序。
不保证两行记录之间是紧密连接,startTime和endTime的时间跨度可能很大。 如:上一行的数据显示范围是202411231540, 202411231542,下一行的数据显示可以是 202411231544, 202411231547, 中间202411231543的数据可能由于其他原因缺失。
输出描述
输出描述 查询到的日志清单,如: 202411231010,11 202411231011,10 202411231012,10 202411231013,16
输出结果按数据时间升序排序。
补充说明 输入的数据可能超出当前已存储的数据范围,此时只输出查询到的数据。 如果从头到尾都没有查询到记录,则输出-1。
用例1
输入
202411231010,202411231013
4
202411231000,202411231010,11
202411231011,202411231012,10
202411231013,202411231020,16
202411231021,202411231028,17
输出
202411231010,11
202411231011,10
202411231012,10
202411231013,16
说明
202411231010时间的指标值在202411231000,202411231010范围内,值是11 202411231011,202411231012时间的指标值在202411231011,202411231012范围内,值是10 202411231013时间的指标值在202411231013,202411231020范围内,值是16
问题分析
题目要求处理压缩后的时间序列数据,并根据查询范围恢复每分钟的原始数据。压缩数据格式为startTime,endTime,value,表示从startTime到endTime(闭区间)每分钟的指标值均为value。查询时需要将压缩数据解压为每分钟的记录,并筛选出落在查询时间范围内的记录。
解决思路
- 解析查询范围:获取查询的起始时间和结束时间。
- 处理压缩数据:遍历每条压缩记录,检查其时间范围是否与查询范围有交集。
- 生成每分钟记录:对于有交集的压缩记录,生成每分钟的记录,并筛选出落在查询范围内的记录。
- 合并和排序结果:将所有符合条件的记录按时间升序排序后输出。
代码实现
C++
#include <iostream>
#include <vector>
#include <algorithm>
using namespace std;
struct Record {
long long time;
int value;
};
bool compareRecords(const Record &a, const Record &b) {
return a.time < b.time;
}
int main() {
long long startQuery, endQuery;
char comma;
cin >> startQuery >> comma >> endQuery;
int n;
cin >> n;
vector<Record> records;
for (int i = 0; i < n; ++i) {
long long start, end;
int value;
cin >> start >> comma >> end >> comma >> value;
long long overlapStart = max(start, startQuery);
long long overlapEnd = min(end, endQuery);
if (overlapStart <= overlapEnd) {
for (long long t = overlapStart; t <= overlapEnd; ++t) {
records.push_back({t, value});
}
}
}
if (records.empty()) {
cout << -1 << endl;
} else {
sort(records.begin(), records.end(), compareRecords);
for (const auto &record : records) {
cout << record.time << "," << record.value << endl;
}
}
return 0;
}
C
#include <stdio.h>
#include <stdlib.h>
typedef struct {
long long time;
int value;
} Record;
int compareRecords(const void *a, const void *b) {
Record *ra = (Record *)a;
Record *rb = (Record *)b;
return (ra->time > rb->time) - (ra->time < rb->time);
}
int main() {
long long startQuery, endQuery;
scanf("%lld,%lld", &startQuery, &endQuery);
int n;
scanf("%d", &n);
Record *records = malloc(100 * sizeof(Record));
int count = 0;
for (int i = 0; i < n; ++i) {
long long start, end;
int value;
scanf("%lld,%lld,%d", &start, &end, &value);
long long overlapStart = start > startQuery ? start : startQuery;
long long overlapEnd = end < endQuery ? end : endQuery;
if (overlapStart <= overlapEnd) {
for (long long t = overlapStart; t <= overlapEnd; ++t) {
records[count].time = t;
records[count].value = value;
count++;
}
}
}
if (count == 0) {
printf("-1\n");
} else {
qsort(records, count, sizeof(Record), compareRecords);
for (int i = 0; i < count; ++i) {
printf("%lld,%d\n", records[i].time, records[i].value);
}
}
free(records);
return 0;
}
Python
start_query, end_query = map(int, input().split(','))
n = int(input())
records = []
for _ in range(n):
start, end, value = map(int, input().split(','))
overlap_start = max(start, start_query)
overlap_end = min(end, end_query)
if overlap_start <= overlap_end:
for t in range(overlap_start, overlap_end + 1):
records.append((t, value))
if not records:
print(-1)
else:
records.sort()
for t, value in records:
print(f"{t},{value}")
Java
import java.util.*;
public class Main {
public static void main(String[] args) {
Scanner scanner = new Scanner(System.in);
String[] queryRange = scanner.nextLine().split(",");
long startQuery = Long.parseLong(queryRange[0]);
long endQuery = Long.parseLong(queryRange[1]);
int n = Integer.parseInt(scanner.nextLine());
List<Record> records = new ArrayList<>();
for (int i = 0; i < n; i++) {
String[] parts = scanner.nextLine().split(",");
long start = Long.parseLong(parts[0]);
long end = Long.parseLong(parts[1]);
int value = Integer.parseInt(parts[2]);
long overlapStart = Math.max(start, startQuery);
long overlapEnd = Math.min(end, endQuery);
if (overlapStart <= overlapEnd) {
for (long t = overlapStart; t <= overlapEnd; t++) {
records.add(new Record(t, value));
}
}
}
if (records.isEmpty()) {
System.out.println(-1);
} else {
records.sort(Comparator.comparingLong(Record::getTime));
for (Record record : records) {
System.out.println(record.getTime() + "," + record.getValue());
}
}
}
static class Record {
private long time;
private int value;
public Record(long time, int value) {
this.time = time;
this.value = value;
}
public long getTime() {
return time;
}
public int getValue() {
return value;
}
}
}
JavaScript
const readline = require('readline');
const rl = readline.createInterface({
input: process.stdin,
output: process.stdout
});
let lines = [];
rl.on('line', (line) => {
lines.push(line);
}).on('close', () => {
const [startQuery, endQuery] = lines[0].split(',').map(Number);
const n = parseInt(lines[1]);
let records = [];
for (let i = 2; i < 2 + n; i++) {
const [start, end, value] = lines[i].split(',').map(Number);
const overlapStart = Math.max(start, startQuery);
const overlapEnd = Math.min(end, endQuery);
if (overlapStart <= overlapEnd) {
for (let t = overlapStart; t <= overlapEnd; t++) {
records.push({ time: t, value: value });
}
}
}
if (records.length === 0) {
console.log(-1);
} else {
records.sort((a, b) => a.time - b.time);
for (const record of records) {
console.log(`${record.time},${record.value}`);
}
}
});
代码解释
- 输入处理:读取查询范围和压缩数据行数,然后逐行读取压缩数据。
- 时间范围交集计算:对于每条压缩数据,计算其与查询范围的重叠部分。
- 记录生成:在重叠时间范围内生成每分钟的记录,并存储到列表中。
- 结果输出:如果列表为空,输出-1;否则对记录按时间排序后逐条输出。
每种语言的实现逻辑相同,只是语法和数据结构略有差异。
更多推荐

所有评论(0)