一 省份交易额统计接口
1 Sugar配置
（1）图表配置
（2）接口地址
https://m23o108551.zicp.fun/api/sugar/province?date=20221215
（3）数据格式
{
"status": 0,
"data": {
"mapData": [
{
"name": "北京",
"value": 9350,
},
{
"name": "天津",
"value": 9317,
}
],
"valueName": "交易额",
}
}
（4）执行SQL
province_stats_2022表结构：
select province_id,province_name,sum(order_amount) order_amount from province_stats_2022 where toYYYYMMDD(stt)=20221215 group by province_id,province_name;
2 数据接口实现
（1）创建地区交易额统计实体类ProvinceStats
package com.hzy.gmall.publisher.beans;
/**
* Desc: 地区交易额统计实体类
*/
@AllArgsConstructor
@Data
@NoArgsConstructor
public class ProvinceStats {
private String stt;
private String edt;
private String province_id;
private String province_name;
private BigDecimal order_amount;
private String ts;
}
（2）Mapper层：创建ProvinceStatsMapper接口
package com.hzy.gmall.publisher.mapper;
/**
* 地区统计Mapper
*/
public interface ProvinceStatsMapper {
@Select("select province_id,province_name,sum(order_amount) order_amount " +
"from province_stats_2022 " +
"where toYYYYMMDD(stt)=#{date} " +
"group by province_id,province_name;")
List<ProvinceStatsMapper> selectProvinceStats(Integer date);
}
（3）Service层：创建ProvinceStatsService接口
package com.hzy.gmall.publisher.service;
/**
*地区统计service接口
*/
public interface ProvinceStatsService {
List<ProvinceStats> getProvinceStats(Integer date);
}
（4）Service层：创建ProvinceStatsServiceImpl实现类
package com.hzy.gmall.publisher.service.impl;
/**
* 地区统计service实现类
*/
@Service
public class ProvinceStatsServiceImpl implements ProvinceStatsService {
@Autowired
private ProvinceStatsMapper provinceStatsMapper;
@Override
public List<ProvinceStats> getProvinceStats(Integer date) {
return provinceStatsMapper.selectProvinceStats(date);
}
}
（5）Controller层：在SugarController中增加方法
@Autowired
private ProvinceStatsService provinceStatsService;
@RequestMapping("/province")
public String getProvinnceStats(@RequestParam(value = "date",defaultValue = "0") Integer date){
if (date == 0) {
date = now();
}
List<ProvinceStats> provinceStatsList = provinceStatsService.getProvinceStats(date);
StringBuilder jsonBuilder = new StringBuilder("{\"status\": 0,\"data\": {\"mapData\": [");
for (int i = 0; i < provinceStatsList.size(); i++) {
ProvinceStats provinceStats = provinceStatsList.get(i);
jsonBuilder.append("{\"name\": \""+provinceStats.getProvince_name()+"\",\"value\": "+provinceStats.getOrder_amount()+"}");
if (i < provinceStatsList.size() - 1 ){
jsonBuilder.append(",");
}
}
jsonBuilder.append("],\"valueName\": \"交易额\"}}");
return jsonBuilder.toString();
}
（6）测试
$API_HOST/api/sugar/province?date=20221215
二 新老访客对比接口
1 Sugar配置
（1）图表配置
（2）接口地址
https://m23o108551.zicp.fun/api/sugar/visitor?date=20221213
（3）数据格式
{
"status": 0,
"data": {
"columns": [
{
"name": "类别",
"id": "type"
},
{
"name": "新用户",
"id": "new"
},
{
"name": "老用户",
"id": "old"
}
],
"rows": [
{
"type": "用户数（人）",
"new": 200,
"old": 500
},
{
"type": "总访问页面（次）",
"new": 200,
"old": 500
},
{
"type": "跳出率（%）",
"new": 200,
"old": 500
},
{
"type": "平均在线时长（秒）",
"new": 200,
"old": 500
},
{
"type": "平均访问页面数（次）",
"new": 200,
"old": 500
}
]
}
}
（4）执行SQL
visitor_stats_2022表结构：
select is_new,sum(uv_ct) uv_ct,sum(pv_ct) pv_ct,sum(sv_ct) sv_ct,sum(uj_ct) uj_ct,sum(dur_sum) dur_sum from visitor_stats_2022 where toYYYYMMDD(stt)=20221213 group by is_new;
2 数据接口实现
（1）创建访问流量统计实体类VisitorStats
package com.hzy.gmall.publisher.beans;
/**
* Desc: 访客流量统计实体类
*/
@Data
@AllArgsConstructor
@NoArgsConstructor
public class VisitorStats {
private String stt;
private String edt;
private String vc;
private String ch;
private String ar;
private String is_new;
private Long uv_ct = 0L;
private Long pv_ct = 0L;
private Long sv_ct = 0L;
private Long uj_ct = 0L;
private Long dur_sum = 0L;
private Long new_uv = 0L;
private Long ts;
private int hr;
//计算跳出率 = 跳出次数*100/访问次数
public BigDecimal getUjRate() {
if (sv_ct != 0L) {
return BigDecimal.valueOf(uj_ct)
.multiply(BigDecimal.valueOf(100))
.divide(BigDecimal.valueOf(sv_ct), 2, RoundingMode.HALF_UP);
} else {
return BigDecimal.ZERO;
}
}
//计算每次访问停留时间(秒) = 当日总停留时间（毫秒)/当日访问次数/1000
public BigDecimal getDurPerSv() {
if (sv_ct != 0L) {
return BigDecimal.valueOf(dur_sum)
.divide(BigDecimal.valueOf(sv_ct), 0, RoundingMode.HALF_UP)
.divide(BigDecimal.valueOf(1000), 1, RoundingMode.HALF_UP);
} else {
return BigDecimal.ZERO;
}
}
//计算每次访问停留页面数 = 当日总访问页面数/当日访问次数
public BigDecimal getPvPerSv() {
if (sv_ct != 0L) {
return BigDecimal.valueOf(pv_ct)
.divide(BigDecimal.valueOf(sv_ct), 2, RoundingMode.HALF_UP);
} else {
return BigDecimal.ZERO;
}
}
}
（2）Mapper层：创建VisitorStatsMapper
package com.hzy.gmall.publisher.mapper;
public interface VisitorStatsMapper {
@Select("select is_new,sum(uv_ct) uv_ct,sum(pv_ct) pv_ct,sum(sv_ct) sv_ct," +
"sum(uj_ct) uj_ct,sum(dur_sum) dur_sum " +
"from visitor_stats_2022 " +
"where toYYYYMMDD(stt)=#{date} " +
"group by is_new")
List<VisitorStats> selectVisitorStats(Integer date);
}
（3）Service层：创建VisitorStatsService接口
package com.hzy.gmall.publisher.service;
public interface VisitorStatsService {
List<VisitorStats> getVisitorStats(Integer date);
}
（4）Service层：创建VisitorStatsServiceImpl实现类
package com.hzy.gmall.publisher.service.impl;
@Service
public class VisitorStatsServiceImpl implements VisitorStatsService {
@Autowired
private VisitorStatsMapper visitorStatsMapper;
@Override
public List<VisitorStats> getVisitorStats(Integer date) {
return visitorStatsMapper.selectVisitorStats(date);
}
}
（5）Controller层：在SugarController中增加方法
@Autowired
private VisitorStatsService visitorStatsService;
@RequestMapping("visitor")
public String getVisitorStats(@RequestParam(value = "date",defaultValue = "0") Integer date){
if (date == 0){
date = now();
}
List<VisitorStats> visitorStatsList = visitorStatsService.getVisitorStats(date);
VisitorStats newVisitorStats = new VisitorStats();
VisitorStats oldVisitorStats = new VisitorStats();
for (VisitorStats visitorStats : visitorStatsList) {
if ("1".equals(visitorStats.getIs_new())){
// 新访客
newVisitorStats = visitorStats;
}else{
// 老访客
oldVisitorStats = visitorStats;
}
}
String json = "{\"status\": 0,\"data\": {\"columns\": [" +
" {\"name\": \"类别\",\"id\": \"type\"}," +
" {\"name\": \"新用户\",\"id\": \"new\"}," +
" {\"name\": \"老用户\",\"id\": \"old\"}],\"rows\": [" +
" {\"type\": \"用户数（人）\",\"new\": "+newVisitorStats.getUv_ct()+",\"old\": "+oldVisitorStats.getUv_ct()+"}," +
" {\"type\": \"总访问页面（次）\",\"new\": "+newVisitorStats.getPv_ct()+",\"old\": "+oldVisitorStats.getPv_ct()+"}," +
" {\"type\": \"跳出率（%）\",\"new\": "+newVisitorStats.getUjRate()+",\"old\": "+oldVisitorStats.getUjRate()+"}," +
" {\"type\": \"平均在线时长（秒）\",\"new\": "+newVisitorStats.getDurPerSv()+",\"old\": "+oldVisitorStats.getDurPerSv()+"}," +
" {\"type\": \"平均访问页面数（次）\",\"new\": "+newVisitorStats.getPvPerSv()+",\"old\": "+oldVisitorStats.getPvPerSv()+"}]}}";
return json;
}
（6）测试
https://m23o108551.zicp.fun/api/sugar/visitor?date=20221213
三 访客分时统计接口
统计指标：uv，pv，新访客uv
1 Sugar配置
（1）图表配置
（2）接口地址
https://m23o108551.zicp.fun/api/sugar/hr?date=20221213
（3）数据格式
{
"status": 0,
"data": {
"categories": [
"00",
"01",
"02",
"...",
"23"
],
"series": [
{
"name": "UV",
"data": [
4919,
2252,
...,
2537
]
},
{
"name": "PV",
"data": [
7979,
10500,
...,
8428
]
},
{
"name": "NewUV",
"data": [
11291,
20146,
...,
6257
]
}
]
}
}
（4）执行SQL
select toHour(stt) hr,sum(uv_ct) uv_ct,sum(pv_ct) pv_ct,sum(if(is_new='1',visitor_stats_2022.uv_ct,0)) new_uv from visitor_stats_2022 where toYYYYMMDD(stt)=20221213 group by hr;
2 数据接口实现
（1）Mapper
@Select("select toHour(stt) hr,sum(uv_ct) uv_ct,sum(pv_ct) pv_ct," +
"sum(if(is_new='1',visitor_stats_2022.uv_ct,0)) new_uv " +
"from visitor_stats_2022 " +
"where toYYYYMMDD(stt)=#{date} " +
"group by hr;")
List<VisitorStats> selectVisitorStatsByHr(Integer date);
（2）Service
List<VisitorStats> getVisitorStatsByHr(Integer date);
（3）ServiceIml
@Override
public List<VisitorStats> getVisitorStatsByHr(Integer date) {
return visitorStatsMapper.selectVisitorStatsByHr();
}
（4）Controller
@RequestMapping("hr")
public String getVisitorStatsByHr(@RequestParam(value = "date",defaultValue = "0") Integer date){
if (date == 0){
date = now();
}
// 从service中获取分时访问情况
List<VisitorStats> visitorStatsList = visitorStatsService.getVisitorStatsByHr(date);
// 定义数组，存放24小时的分时统计情况
VisitorStats[] visitorStatsArr = new VisitorStats[24];
// 从集合中获取结果，赋值给数组中相对应的小时
for (VisitorStats visitorStats : visitorStatsList) {
visitorStatsArr[visitorStats.getHr()] = visitorStats;
}
// 用于存放24小时的集合
List hrList = new ArrayList();
// 用于存放每个小时uv情况的集合
List uvList = new ArrayList();
// 用于存放每个小时pv情况的集合
List pvList = new ArrayList();
// 用于存放新访客每个小时uv情况的集合
List newUvList = new ArrayList();
// 从数组中获取一天24小时的数据
for (int hr = 0; hr < visitorStatsArr.length; hr++) {
VisitorStats visitorStats = visitorStatsArr[hr];
if (visitorStats != null){
uvList.add(visitorStats.getUv_ct());
pvList.add(visitorStats.getPv_ct());
newUvList.add(visitorStats.getNew_uv());
}else{
uvList.add(0L);
pvList.add(0L);
newUvList.add(0L);
}
hrList.add(String.format("%02d",hr));
}
String json = "{\"status\": 0,\"data\": {\"categories\": " +
"[\""+ StringUtils.join(hrList,"\",\"")+"\"]," +
"\"series\": [" +
"{\"name\": \"UV\",\"data\":["+StringUtils.join(uvList,",")+"]}," +
"{\"name\": \"PV\",\"data\":["+StringUtils.join(pvList,",")+"]}," +
"{\"name\": \"NewUV\",\"data\":["+StringUtils.join(newUvList,",")+"]" +
"}]}}";
return json;
}
（5）测试
$API_HOST/api/sugar/hr?date=20221213
