Files
hr_data_analyzer/controllers/statistics.go
T
2026-05-01 20:29:53 +08:00

733 lines
22 KiB
Go

package controllers
import (
"errors"
"hr_receiver/config"
"hr_receiver/models"
"net/http"
"sort"
"strconv"
"strings"
"time"
"github.com/gin-gonic/gin"
"gorm.io/gorm"
)
type StatisticsController struct {
DB *gorm.DB
}
func NewStatisticsController() *StatisticsController {
return &StatisticsController{DB: config.DB}
}
// --- 请求参数 ---
type analysisRecordListParams struct {
PageNum int `form:"pageNum,default=1"`
PageSize int `form:"pageSize,default=10"`
RegionID uint32 `form:"regionId"`
StartTime int64 `form:"startTime"`
EndTime int64 `form:"endTime"`
}
// --- 查询接口 ---
func (sc *StatisticsController) ListAIAnalysisRecords(c *gin.Context) {
var params analysisRecordListParams
if err := c.ShouldBindQuery(&params); err != nil {
writeError(c, http.StatusBadRequest, err.Error())
return
}
if params.PageNum < 1 {
params.PageNum = 1
}
if params.PageSize < 1 || params.PageSize > 100 {
params.PageSize = 10
}
offset := (params.PageNum - 1) * params.PageSize
query := sc.DB.Model(&models.AIAnalysisRecord{})
if params.RegionID > 0 {
query = query.Where("region_id = ?", params.RegionID)
}
if params.StartTime > 0 {
query = query.Where("upload_time >= ?", params.StartTime)
}
if params.EndTime > 0 {
query = query.Where("upload_time <= ?", params.EndTime)
}
var total int64
if err := query.Count(&total).Error; err != nil {
writeError(c, http.StatusInternalServerError, "failed to count records")
return
}
var records []models.AIAnalysisRecord
if err := query.Order("upload_time DESC").Offset(offset).Limit(params.PageSize).Find(&records).Error; err != nil {
writeError(c, http.StatusInternalServerError, "failed to query records")
return
}
writeSuccess(c, http.StatusOK, "query success", gin.H{
"list": records,
"pagination": gin.H{
"currentPage": params.PageNum,
"pageSize": params.PageSize,
"totalList": total,
"totalPage": int((total + int64(params.PageSize) - 1) / int64(params.PageSize)),
},
})
}
// --- 删除接口 ---
func (sc *StatisticsController) DeleteAIAnalysisRecord(c *gin.Context) {
id := strings.TrimSpace(c.Param("id"))
if id == "" {
writeError(c, http.StatusBadRequest, "id is required")
return
}
var record models.AIAnalysisRecord
if err := sc.DB.First(&record, id).Error; err != nil {
if errors.Is(err, gorm.ErrRecordNotFound) {
writeError(c, http.StatusNotFound, "record not found")
return
}
writeError(c, http.StatusInternalServerError, "failed to query record")
return
}
if err := sc.DB.Delete(&record).Error; err != nil {
writeError(c, http.StatusInternalServerError, "failed to delete record")
return
}
writeSuccess(c, http.StatusOK, "delete success", nil)
}
// --- 统计接口 ---
type regionStatisticsItem struct {
RegionID uint32 `json:"regionId"`
KindergartenName string `json:"kindergartenName"`
Count int64 `json:"count"`
TotalInputTokens int64 `json:"totalInputTokens"`
TotalOutputTokens int64 `json:"totalOutputTokens"`
TotalInputSizeBytes int64 `json:"totalInputSizeBytes"`
TotalOutputSizeBytes int64 `json:"totalOutputSizeBytes"`
TotalDurationMs int64 `json:"totalDurationMs"`
AvgDurationMs float64 `json:"avgDurationMs"`
AvgTotalCost float64 `json:"avgTotalCost"`
TotalOriginalFileSize int64 `json:"totalOriginalFileSize"`
TotalCompressedSize int64 `json:"totalCompressedSize"`
TotalCost float64 `json:"totalCost"`
TotalInputCost float64 `json:"totalInputCost"`
TotalOutputCost float64 `json:"totalOutputCost"`
AnalysisTypeCounts map[string]int64 `json:"analysisTypeCounts"`
SourceTypeCounts map[string]int64 `json:"sourceTypeCounts"`
FirstUsedAt *time.Time `json:"firstUsedAt"`
LastUsedAt *time.Time `json:"lastUsedAt"`
}
func (sc *StatisticsController) StatisticsByRegion(c *gin.Context) {
regionIDStr := c.Query("regionId")
startTimeStr := c.Query("startTime")
endTimeStr := c.Query("endTime")
query := sc.DB.Model(&models.AIAnalysisRecord{})
if regionIDStr != "" {
if regionID, err := strconv.ParseUint(regionIDStr, 10, 32); err == nil {
query = query.Where("region_id = ?", uint32(regionID))
}
}
if startTimeStr != "" {
if startTime, err := strconv.ParseInt(startTimeStr, 10, 64); err == nil {
query = query.Where("upload_time >= ?", startTime)
}
}
if endTimeStr != "" {
if endTime, err := strconv.ParseInt(endTimeStr, 10, 64); err == nil {
query = query.Where("upload_time <= ?", endTime)
}
}
type rawStats struct {
RegionID *uint32
Count int64
TotalInputTokens int64
TotalOutputTokens int64
TotalInputSizeBytes int64
TotalOutputSizeBytes int64
TotalDurationMs int64
TotalOriginalFileSize int64
TotalCompressedSize int64
TotalCost float64
TotalInputCost float64
TotalOutputCost float64
FirstUsedAt *int64
LastUsedAt *int64
}
var rawResults []rawStats
err := query.Select(`
region_id,
COUNT(*) as count,
COALESCE(SUM(input_tokens), 0) as total_input_tokens,
COALESCE(SUM(output_tokens), 0) as total_output_tokens,
COALESCE(SUM(input_size_bytes), 0) as total_input_size_bytes,
COALESCE(SUM(output_size_bytes), 0) as total_output_size_bytes,
COALESCE(SUM(duration_ms), 0) as total_duration_ms,
COALESCE(SUM(original_file_size), 0) as total_original_file_size,
COALESCE(SUM(compressed_content_size), 0) as total_compressed_size,
COALESCE(SUM(total_cost), 0) as total_cost,
COALESCE(SUM((cost_json::jsonb->>'inputCost')::float8), 0) as total_input_cost,
COALESCE(SUM((cost_json::jsonb->>'outputCost')::float8), 0) as total_output_cost,
MIN(upload_time) as first_used_at,
MAX(upload_time) as last_used_at
`).Group("region_id").Scan(&rawResults).Error
if err != nil {
writeError(c, http.StatusInternalServerError, "failed to query statistics")
return
}
type analysisTypeCount struct {
RegionID *uint32
AnalysisType string
Count int64
}
var analysisTypeResults []analysisTypeCount
if err := query.Select("region_id, analysis_type, COUNT(*) as count").Group("region_id, analysis_type").Scan(&analysisTypeResults).Error; err != nil {
writeError(c, http.StatusInternalServerError, "failed to query analysis type statistics")
return
}
type sourceTypeCount struct {
RegionID *uint32
SourceType string
Count int64
}
var sourceTypeResults []sourceTypeCount
if err := query.Select("region_id, source_type, COUNT(*) as count").Group("region_id, source_type").Scan(&sourceTypeResults).Error; err != nil {
writeError(c, http.StatusInternalServerError, "failed to query source type statistics")
return
}
analysisTypeMap := make(map[uint32]map[string]int64)
for _, r := range analysisTypeResults {
regionID := uint32(0)
if r.RegionID != nil {
regionID = *r.RegionID
}
if analysisTypeMap[regionID] == nil {
analysisTypeMap[regionID] = make(map[string]int64)
}
analysisTypeMap[regionID][r.AnalysisType] = r.Count
}
sourceTypeMap := make(map[uint32]map[string]int64)
for _, r := range sourceTypeResults {
regionID := uint32(0)
if r.RegionID != nil {
regionID = *r.RegionID
}
if sourceTypeMap[regionID] == nil {
sourceTypeMap[regionID] = make(map[string]int64)
}
sourceTypeMap[regionID][r.SourceType] = r.Count
}
// 收集所有 regionId 查询幼儿园名称
regionIDs := make([]uint32, 0, len(rawResults))
for _, r := range rawResults {
if r.RegionID != nil && *r.RegionID > 0 {
regionIDs = append(regionIDs, *r.RegionID)
}
}
kindergartenMap := make(map[uint32]string)
if len(regionIDs) > 0 {
var kindergartens []models.Kindergarten
if err := sc.DB.Where("region_id IN ?", regionIDs).Find(&kindergartens).Error; err == nil {
for _, k := range kindergartens {
kindergartenMap[k.RegionID] = k.Name
}
}
}
overall := regionStatisticsItem{
AnalysisTypeCounts: make(map[string]int64),
SourceTypeCounts: make(map[string]int64),
}
regions := make(map[string]regionStatisticsItem, len(rawResults))
for _, r := range rawResults {
regionID := uint32(0)
if r.RegionID != nil {
regionID = *r.RegionID
}
avgDuration := float64(0)
if r.Count > 0 {
avgDuration = float64(r.TotalDurationMs) / float64(r.Count)
}
avgTotalCost := float64(0)
if r.Count > 0 {
avgTotalCost = r.TotalCost / float64(r.Count)
}
kgName := ""
if regionID > 0 {
kgName = kindergartenMap[regionID]
}
var firstUsedAt, lastUsedAt *time.Time
if r.FirstUsedAt != nil {
t := time.UnixMilli(*r.FirstUsedAt)
firstUsedAt = &t
}
if r.LastUsedAt != nil {
t := time.UnixMilli(*r.LastUsedAt)
lastUsedAt = &t
}
item := regionStatisticsItem{
RegionID: regionID,
KindergartenName: kgName,
Count: r.Count,
TotalInputTokens: r.TotalInputTokens,
TotalOutputTokens: r.TotalOutputTokens,
TotalInputSizeBytes: r.TotalInputSizeBytes,
TotalOutputSizeBytes: r.TotalOutputSizeBytes,
TotalDurationMs: r.TotalDurationMs,
AvgDurationMs: avgDuration,
AvgTotalCost: avgTotalCost,
TotalOriginalFileSize: r.TotalOriginalFileSize,
TotalCompressedSize: r.TotalCompressedSize,
TotalCost: r.TotalCost,
TotalInputCost: r.TotalInputCost,
TotalOutputCost: r.TotalOutputCost,
AnalysisTypeCounts: analysisTypeMap[regionID],
SourceTypeCounts: sourceTypeMap[regionID],
FirstUsedAt: firstUsedAt,
LastUsedAt: lastUsedAt,
}
regions[strconv.FormatUint(uint64(regionID), 10)] = item
overall.Count += r.Count
overall.TotalInputTokens += r.TotalInputTokens
overall.TotalOutputTokens += r.TotalOutputTokens
overall.TotalInputSizeBytes += r.TotalInputSizeBytes
overall.TotalOutputSizeBytes += r.TotalOutputSizeBytes
overall.TotalDurationMs += r.TotalDurationMs
overall.TotalOriginalFileSize += r.TotalOriginalFileSize
overall.TotalCompressedSize += r.TotalCompressedSize
overall.TotalCost += r.TotalCost
overall.TotalInputCost += r.TotalInputCost
overall.TotalOutputCost += r.TotalOutputCost
if firstUsedAt != nil {
if overall.FirstUsedAt == nil || firstUsedAt.Before(*overall.FirstUsedAt) {
overall.FirstUsedAt = firstUsedAt
}
}
if lastUsedAt != nil {
if overall.LastUsedAt == nil || lastUsedAt.After(*overall.LastUsedAt) {
overall.LastUsedAt = lastUsedAt
}
}
}
for _, r := range analysisTypeResults {
overall.AnalysisTypeCounts[r.AnalysisType] += r.Count
}
for _, r := range sourceTypeResults {
overall.SourceTypeCounts[r.SourceType] += r.Count
}
if overall.Count > 0 {
overall.AvgDurationMs = float64(overall.TotalDurationMs) / float64(overall.Count)
overall.AvgTotalCost = overall.TotalCost / float64(overall.Count)
}
writeSuccess(c, http.StatusOK, "query success", gin.H{
"overall": overall,
"regions": regions,
})
}
type trainingSessionRegionStatisticsItem struct {
RegionID uint32 `json:"regionId"`
KindergartenName string `json:"kindergartenName"`
Count int64 `json:"count"`
StartedCount int64 `json:"startedCount"`
EndedCount int64 `json:"endedCount"`
CompletedCount int64 `json:"completedCount"`
InProgressCount int64 `json:"inProgressCount"`
TotalDurationMs int64 `json:"totalDurationMs"`
AvgDurationMs float64 `json:"avgDurationMs"`
EventTypeCounts map[string]int64 `json:"eventTypeCounts"`
AppNameCounts map[string]int64 `json:"appNameCounts"`
FlavorTypeCounts map[string]int64 `json:"flavorTypeCounts"`
FirstPublishedAt *time.Time `json:"firstPublishedAt"`
LastPublishedAt *time.Time `json:"lastPublishedAt"`
}
func (sc *StatisticsController) TrainingSessionStatisticsByRegion(c *gin.Context) {
regionIDStr := c.Query("regionId")
flavorType := strings.TrimSpace(c.Query("flavorType"))
startTimeStr := c.Query("startTime")
endTimeStr := c.Query("endTime")
query := sc.DB.Model(&models.MqttTrainingSessionRecord{})
if regionIDStr != "" {
if regionID, err := strconv.ParseUint(regionIDStr, 10, 32); err == nil {
query = query.Where("region_id = ?", uint32(regionID))
}
}
if flavorType != "" {
query = query.Where("flavor_type = ?", flavorType)
}
if startTimeStr != "" {
if startTime, err := strconv.ParseInt(startTimeStr, 10, 64); err == nil {
query = query.Where("published_at >= ?", startTime)
}
}
if endTimeStr != "" {
if endTime, err := strconv.ParseInt(endTimeStr, 10, 64); err == nil {
query = query.Where("published_at <= ?", endTime)
}
}
type rawTrainingStats struct {
RegionID *uint32
Count int64
StartedCount int64
EndedCount int64
CompletedCount int64
InProgressCount int64
TotalDurationMs int64
FirstPublishedAt *int64
LastPublishedAt *int64
}
var rawResults []rawTrainingStats
err := query.Select(`
region_id,
COUNT(*) as count,
COALESCE(SUM(CASE WHEN started_at IS NOT NULL THEN 1 ELSE 0 END), 0) as started_count,
COALESCE(SUM(CASE WHEN ended_at IS NOT NULL THEN 1 ELSE 0 END), 0) as ended_count,
COALESCE(SUM(CASE WHEN started_at IS NOT NULL AND ended_at IS NOT NULL THEN 1 ELSE 0 END), 0) as completed_count,
COALESCE(SUM(CASE WHEN started_at IS NOT NULL AND ended_at IS NULL THEN 1 ELSE 0 END), 0) as in_progress_count,
COALESCE(SUM(CASE WHEN started_at IS NOT NULL AND ended_at IS NOT NULL AND ended_at >= started_at THEN ended_at - started_at ELSE 0 END), 0) as total_duration_ms,
MIN(published_at) as first_published_at,
MAX(published_at) as last_published_at
`).Group("region_id").Scan(&rawResults).Error
if err != nil {
writeError(c, http.StatusInternalServerError, "failed to query training session statistics")
return
}
type trainingEventTypeCount struct {
RegionID *uint32
EventType string
Count int64
}
var eventTypeResults []trainingEventTypeCount
if err := query.Select("region_id, event_type, COUNT(*) as count").Group("region_id, event_type").Scan(&eventTypeResults).Error; err != nil {
writeError(c, http.StatusInternalServerError, "failed to query training session event type statistics")
return
}
type trainingAppNameCount struct {
RegionID *uint32
AppName string
Count int64
}
var appNameResults []trainingAppNameCount
if err := query.Select("region_id, app_name, COUNT(*) as count").Group("region_id, app_name").Scan(&appNameResults).Error; err != nil {
writeError(c, http.StatusInternalServerError, "failed to query training session app name statistics")
return
}
type trainingFlavorTypeCount struct {
RegionID *uint32
FlavorType string
Count int64
}
var flavorTypeResults []trainingFlavorTypeCount
if err := query.Select("region_id, flavor_type, COUNT(*) as count").Group("region_id, flavor_type").Scan(&flavorTypeResults).Error; err != nil {
writeError(c, http.StatusInternalServerError, "failed to query training session flavor type statistics")
return
}
eventTypeMap := make(map[uint32]map[string]int64)
for _, r := range eventTypeResults {
regionID := uint32(0)
if r.RegionID != nil {
regionID = *r.RegionID
}
if eventTypeMap[regionID] == nil {
eventTypeMap[regionID] = make(map[string]int64)
}
eventTypeMap[regionID][r.EventType] = r.Count
}
appNameMap := make(map[uint32]map[string]int64)
for _, r := range appNameResults {
regionID := uint32(0)
if r.RegionID != nil {
regionID = *r.RegionID
}
if appNameMap[regionID] == nil {
appNameMap[regionID] = make(map[string]int64)
}
appNameMap[regionID][r.AppName] = r.Count
}
flavorTypeMap := make(map[uint32]map[string]int64)
for _, r := range flavorTypeResults {
regionID := uint32(0)
if r.RegionID != nil {
regionID = *r.RegionID
}
if flavorTypeMap[regionID] == nil {
flavorTypeMap[regionID] = make(map[string]int64)
}
flavorTypeMap[regionID][r.FlavorType] = r.Count
}
regionIDs := make([]uint32, 0, len(rawResults))
for _, r := range rawResults {
if r.RegionID != nil && *r.RegionID > 0 {
regionIDs = append(regionIDs, *r.RegionID)
}
}
kindergartenMap := make(map[uint32]string)
if len(regionIDs) > 0 {
var kindergartens []models.Kindergarten
if err := sc.DB.Where("region_id IN ?", regionIDs).Find(&kindergartens).Error; err == nil {
for _, k := range kindergartens {
kindergartenMap[k.RegionID] = k.Name
}
}
}
overall := trainingSessionRegionStatisticsItem{
EventTypeCounts: make(map[string]int64),
AppNameCounts: make(map[string]int64),
FlavorTypeCounts: make(map[string]int64),
}
regions := make(map[string]trainingSessionRegionStatisticsItem, len(rawResults))
for _, r := range rawResults {
regionID := uint32(0)
if r.RegionID != nil {
regionID = *r.RegionID
}
avgDuration := float64(0)
if r.CompletedCount > 0 {
avgDuration = float64(r.TotalDurationMs) / float64(r.CompletedCount)
}
kgName := ""
if regionID > 0 {
kgName = kindergartenMap[regionID]
}
var firstPublishedAt, lastPublishedAt *time.Time
if r.FirstPublishedAt != nil {
t := time.UnixMilli(*r.FirstPublishedAt)
firstPublishedAt = &t
}
if r.LastPublishedAt != nil {
t := time.UnixMilli(*r.LastPublishedAt)
lastPublishedAt = &t
}
item := trainingSessionRegionStatisticsItem{
RegionID: regionID,
KindergartenName: kgName,
Count: r.Count,
StartedCount: r.StartedCount,
EndedCount: r.EndedCount,
CompletedCount: r.CompletedCount,
InProgressCount: r.InProgressCount,
TotalDurationMs: r.TotalDurationMs,
AvgDurationMs: avgDuration,
EventTypeCounts: eventTypeMap[regionID],
AppNameCounts: appNameMap[regionID],
FlavorTypeCounts: flavorTypeMap[regionID],
FirstPublishedAt: firstPublishedAt,
LastPublishedAt: lastPublishedAt,
}
regions[strconv.FormatUint(uint64(regionID), 10)] = item
overall.Count += r.Count
overall.StartedCount += r.StartedCount
overall.EndedCount += r.EndedCount
overall.CompletedCount += r.CompletedCount
overall.InProgressCount += r.InProgressCount
overall.TotalDurationMs += r.TotalDurationMs
if firstPublishedAt != nil {
if overall.FirstPublishedAt == nil || firstPublishedAt.Before(*overall.FirstPublishedAt) {
overall.FirstPublishedAt = firstPublishedAt
}
}
if lastPublishedAt != nil {
if overall.LastPublishedAt == nil || lastPublishedAt.After(*overall.LastPublishedAt) {
overall.LastPublishedAt = lastPublishedAt
}
}
}
for _, r := range eventTypeResults {
overall.EventTypeCounts[r.EventType] += r.Count
}
for _, r := range appNameResults {
overall.AppNameCounts[r.AppName] += r.Count
}
for _, r := range flavorTypeResults {
overall.FlavorTypeCounts[r.FlavorType] += r.Count
}
if overall.CompletedCount > 0 {
overall.AvgDurationMs = float64(overall.TotalDurationMs) / float64(overall.CompletedCount)
}
writeSuccess(c, http.StatusOK, "query success", gin.H{
"overall": overall,
"regions": regions,
})
}
func (sc *StatisticsController) TimelineStatistics(c *gin.Context) {
regionIDStr := c.Query("regionId")
startTimeStr := c.Query("startTime")
endTimeStr := c.Query("endTime")
query := sc.DB.Model(&models.AIAnalysisRecord{})
if regionIDStr != "" {
if regionID, err := strconv.ParseUint(regionIDStr, 10, 32); err == nil {
query = query.Where("region_id = ?", uint32(regionID))
}
}
if startTimeStr != "" {
if startTime, err := strconv.ParseInt(startTimeStr, 10, 64); err == nil {
query = query.Where("upload_time >= ?", startTime)
}
}
if endTimeStr != "" {
if endTime, err := strconv.ParseInt(endTimeStr, 10, 64); err == nil {
query = query.Where("upload_time <= ?", endTime)
}
}
type timelineItem struct {
Date string `json:"date"`
Count int64 `json:"count"`
InputTokens int64 `json:"inputTokens"`
OutputTokens int64 `json:"outputTokens"`
TotalCost float64 `json:"totalCost"`
}
type rawRegionTimeline struct {
RegionID *uint32
Date string
Count int64
InputTokens int64
OutputTokens int64
TotalCost float64
}
var rawResults []rawRegionTimeline
err := query.Select(`
region_id,
DATE(TO_TIMESTAMP(upload_time / 1000.0)) as date,
COUNT(*) as count,
COALESCE(SUM(input_tokens), 0) as input_tokens,
COALESCE(SUM(output_tokens), 0) as output_tokens,
COALESCE(SUM(total_cost), 0) as total_cost
`).Group("region_id, DATE(TO_TIMESTAMP(upload_time / 1000.0))").Order("region_id, date ASC").Scan(&rawResults).Error
if err != nil {
writeError(c, http.StatusInternalServerError, "failed to query timeline statistics")
return
}
overallMap := make(map[string]*timelineItem)
regionItemsMap := make(map[string][]timelineItem)
regionIDs := make([]uint32, 0)
regionIDSet := make(map[uint32]struct{})
for _, r := range rawResults {
if overallMap[r.Date] == nil {
overallMap[r.Date] = &timelineItem{Date: r.Date}
}
overallMap[r.Date].Count += r.Count
overallMap[r.Date].InputTokens += r.InputTokens
overallMap[r.Date].OutputTokens += r.OutputTokens
overallMap[r.Date].TotalCost += r.TotalCost
regionID := uint32(0)
if r.RegionID != nil {
regionID = *r.RegionID
}
regionIDStr := strconv.FormatUint(uint64(regionID), 10)
regionItemsMap[regionIDStr] = append(regionItemsMap[regionIDStr], timelineItem{
Date: r.Date,
Count: r.Count,
InputTokens: r.InputTokens,
OutputTokens: r.OutputTokens,
TotalCost: r.TotalCost,
})
if _, ok := regionIDSet[regionID]; !ok && regionID > 0 {
regionIDSet[regionID] = struct{}{}
regionIDs = append(regionIDs, regionID)
}
}
// 查询幼儿园名称
kindergartenMap := make(map[uint32]string)
if len(regionIDs) > 0 {
var kindergartens []models.Kindergarten
if err := sc.DB.Where("region_id IN ?", regionIDs).Find(&kindergartens).Error; err == nil {
for _, k := range kindergartens {
kindergartenMap[k.RegionID] = k.Name
}
}
}
type regionTimeline struct {
Name string `json:"name"`
Items []timelineItem `json:"items"`
}
regionsMap := make(map[string]regionTimeline)
for regionIDStr, items := range regionItemsMap {
name := ""
if regionID, err := strconv.ParseUint(regionIDStr, 10, 32); err == nil && regionID > 0 {
name = kindergartenMap[uint32(regionID)]
}
regionsMap[regionIDStr] = regionTimeline{
Name: name,
Items: items,
}
}
var overall []timelineItem
for _, item := range overallMap {
overall = append(overall, *item)
}
sort.Slice(overall, func(i, j int) bool {
return overall[i].Date < overall[j].Date
})
writeSuccess(c, http.StatusOK, "query success", gin.H{
"overall": overall,
"regions": regionsMap,
})
}