refactor: ai usage statics.

This commit is contained in:
2026-04-29 20:32:14 +08:00
parent f269502eac
commit c2bb69bde6
5 changed files with 315 additions and 19 deletions
+70 -19
View File
@@ -17,7 +17,9 @@ import (
"mime/multipart"
"net/http"
"os"
"strconv"
"strings"
"time"
"gorm.io/gorm"
)
@@ -235,8 +237,16 @@ func buildAnalysisPrompt(teachingPlanContent, heartRateContent, analysisType, st
请以专业体育教师的视角,提供详细的数据分析和教学建议。`, teachingPlanContent, heartRateContent)
}
type aiAnalysisResult struct {
Content string
InputTokens int
OutputTokens int
InputSizeBytes int
OutputSizeBytes int
}
// callAIForAnalysis 调用大模型进行分析
func callAIForAnalysis(prompt string) (string, error) {
func callAIForAnalysis(prompt string) (*aiAnalysisResult, error) {
sizeInBytes := len(prompt)
sizeInKB := float64(sizeInBytes) / 1024.0
@@ -244,7 +254,7 @@ func callAIForAnalysis(prompt string) (string, error) {
log.Printf("=== 发送给 AI 的内容大小: %.2f KB (%d 字节) ===", sizeInKB, sizeInBytes)
baseURL, apiKey, model, err := config.GetAIConfig()
if err != nil {
return "", err
return nil, err
}
clientConfig := openai.DefaultConfig(apiKey)
@@ -267,14 +277,21 @@ func callAIForAnalysis(prompt string) (string, error) {
},
)
if err != nil {
return "", fmt.Errorf("API call failed: %w", err)
return nil, fmt.Errorf("API call failed: %w", err)
}
if len(resp.Choices) == 0 {
return "", fmt.Errorf("no choices returned from API")
return nil, fmt.Errorf("no choices returned from API")
}
return resp.Choices[0].Message.Content, nil
content := resp.Choices[0].Message.Content
return &aiAnalysisResult{
Content: content,
InputTokens: resp.Usage.PromptTokens,
OutputTokens: resp.Usage.CompletionTokens,
InputSizeBytes: len(prompt),
OutputSizeBytes: len(content),
}, nil
}
// AnalyzeByAI Gin 控制器方法
@@ -292,6 +309,7 @@ func (tc *TrainingController) AnalyzeByAI(c *gin.Context) {
stepFiles := form.File["step_data"]
analysisType := c.PostForm("analysis_type")
teachingPlanSource := c.PostForm("teaching_plan_source")
regionIDStr := c.PostForm("regionid")
if analysisType == "" {
analysisType = analysisTypeHeartRateOnly
}
@@ -308,10 +326,12 @@ func (tc *TrainingController) AnalyzeByAI(c *gin.Context) {
return
}
uploadTime := time.Now().UnixMilli()
// 3. 读取文件内容
// 注意:这里我们只取第一个上传的文件
heartRateFileHeader := csvFiles[0]
teachingPlanContent, err := resolveTeachingPlanContent(c, form, teachingPlanSource)
teachingPlanContent, teachingPlanSize, err := resolveTeachingPlanContent(c, form, teachingPlanSource)
if err != nil {
log.Printf("Error resolving teaching plan: %v", err)
if errors.Is(err, gorm.ErrRecordNotFound) {
@@ -330,8 +350,10 @@ func (tc *TrainingController) AnalyzeByAI(c *gin.Context) {
}
stepContent := ""
var stepFileSize int64 = 0
if analysisType == analysisTypeHeartRateWithSteps {
stepFileHeader := stepFiles[0]
stepFileSize = stepFileHeader.Size
stepContent, err = readCSVContent(stepFileHeader)
if err != nil {
log.Printf("Error reading step file (%s): %v", stepFileHeader.Filename, err)
@@ -340,47 +362,76 @@ func (tc *TrainingController) AnalyzeByAI(c *gin.Context) {
}
}
// 计算文件大小
originalFileSize := heartRateFileHeader.Size + teachingPlanSize + stepFileSize
compressedContentSize := int64(len(heartRateContent)) + int64(len(teachingPlanContent)) + int64(len(stepContent))
// 4. 构建 Prompt
prompt := buildAnalysisPrompt(teachingPlanContent, heartRateContent, analysisType, stepContent)
// 5. 调用 AI 分析
startTime := time.Now()
analysisResult, err := callAIForAnalysis(prompt)
if err != nil {
log.Printf("Error calling AI for analysis: %v", err)
c.JSON(http.StatusInternalServerError, gin.H{"error": fmt.Sprintf("AI analysis failed: %v", err)})
return
}
//outputFile := ".md"
//ioutil.WriteFile(outputFile, []byte(analysisResult), 0644)
durationMs := time.Since(startTime).Milliseconds()
// 6. 返回结果
// 方式一:返回 JSON 结构
// 6. 保存分析记录
var regionID *uint32
if regionIDStr != "" {
if parsed, err := strconv.ParseUint(regionIDStr, 10, 32); err == nil {
id := uint32(parsed)
regionID = &id
}
}
record := models.AIAnalysisRecord{
RegionID: regionID,
SourceType: teachingPlanSource,
InputTokens: analysisResult.InputTokens,
OutputTokens: analysisResult.OutputTokens,
InputSizeBytes: analysisResult.InputSizeBytes,
OutputSizeBytes: analysisResult.OutputSizeBytes,
DurationMs: durationMs,
OriginalFileSize: originalFileSize,
CompressedContentSize: compressedContentSize,
UploadTime: uploadTime,
}
if err := config.DB.Create(&record).Error; err != nil {
log.Printf("Failed to save analysis record: %v", err)
}
// 7. 返回结果
c.JSON(http.StatusOK, gin.H{
"status": "success",
"data": analysisResult,
"data": analysisResult.Content,
})
}
func resolveTeachingPlanContent(c *gin.Context, form *multipart.Form, source string) (string, error) {
func resolveTeachingPlanContent(c *gin.Context, form *multipart.Form, source string) (string, int64, error) {
switch strings.ToLower(strings.TrimSpace(source)) {
case "upload":
docxFiles := form.File["teaching_plan"]
if len(docxFiles) == 0 {
return "", fmt.Errorf("Missing required file: teaching_plan (.docx)")
return "", 0, fmt.Errorf("Missing required file: teaching_plan (.docx)")
}
return readDocxContent(docxFiles[0])
content, err := readDocxContent(docxFiles[0])
return content, docxFiles[0].Size, err
case "cloud":
lessonPlanID := c.PostForm("lesson_plan_id")
if strings.TrimSpace(lessonPlanID) == "" {
return "", fmt.Errorf("missing required field: lesson_plan_id")
return "", 0, fmt.Errorf("missing required field: lesson_plan_id")
}
var fileRecord models.AppFile
if err := config.DB.Where("id = ? AND file_type = ?", lessonPlanID, models.AppFileTypeLessonPlan).First(&fileRecord).Error; err != nil {
return "", err
return "", 0, err
}
return readDocxContentFromPath(fileRecord.FilePath)
content, err := readDocxContentFromPath(fileRecord.FilePath)
return content, fileRecord.FileSize, err
default:
return "", fmt.Errorf("invalid teaching_plan_source, expected upload or cloud")
return "", 0, fmt.Errorf("invalid teaching_plan_source, expected upload or cloud")
}
}