780 lines
25 KiB
Go
780 lines
25 KiB
Go
package admin
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import (
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"context"
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"encoding/json"
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"math"
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"strings"
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"github.com/gogf/gf/v2/errors/gcode"
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"github.com/gogf/gf/v2/errors/gerror"
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"github.com/gogf/gf/v2/frame/g"
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"github.com/gogf/gf/v2/os/gtime"
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"github.com/qianfree/team-api/api/admin/v1"
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"github.com/qianfree/team-api/internal/consts"
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"github.com/qianfree/team-api/internal/dao"
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"github.com/qianfree/team-api/internal/logic/common"
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"github.com/qianfree/team-api/internal/logic/relay"
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do "github.com/qianfree/team-api/internal/model/do"
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"github.com/qianfree/team-api/internal/utility/export"
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)
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// ListModelOptions 获取模型选项列表（不分页，用于下拉选择）
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func (s *sAdmin) ListModelOptions(ctx context.Context, req *v1.ModelOptionsReq) (*v1.ModelOptionsRes, error) {
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query := dao.MdlModels.Ctx(ctx)
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if req.Status != "" {
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query = query.Where("status", req.Status)
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} else {
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query = query.Where("status", "active")
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}
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if req.Category != "" {
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query = query.Where("category", req.Category)
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}
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var models []struct {
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ID int64 `json:"id"`
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ModelId string `json:"model_id"`
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ModelName string `json:"model_name"`
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Category string `json:"category"`
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}
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err := query.Fields("id, model_id, model_name, category").
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OrderAsc("category").OrderAsc("model_id").
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Scan(&models)
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if err = common.IgnoreScanNoRows(err); err != nil {
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return nil, err
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}
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list := make([]v1.ModelOptionItem, 0, len(models))
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for _, m := range models {
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list = append(list, v1.ModelOptionItem{
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ID: m.ID,
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ModelId: m.ModelId,
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ModelName: m.ModelName,
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Category: m.Category,
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})
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}
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return &v1.ModelOptionsRes{List: list}, nil
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}
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// ListModels 获取模型列表（含定价摘要）
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func (s *sAdmin) ListModels(ctx context.Context, req *v1.ModelListReq) (*v1.ModelListRes, error) {
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query := dao.MdlModels.Ctx(ctx)
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if req.Category != "" {
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query = query.Where("category", req.Category)
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}
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if req.Status != "" {
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query = query.Where("status", req.Status)
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}
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if req.Search != "" {
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query = query.Where("model_id LIKE ? OR model_name LIKE ?", "%"+req.Search+"%", "%"+req.Search+"%")
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}
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// 定价状态筛选
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if req.PricingStatus == "priced" {
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query = query.Where("EXISTS (SELECT 1 FROM mdl_pricing WHERE mdl_pricing.model_id = mdl_models.id AND mdl_pricing.min_tokens = 0)")
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} else if req.PricingStatus == "unpriced" {
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query = query.Where("NOT EXISTS (SELECT 1 FROM mdl_pricing WHERE mdl_pricing.model_id = mdl_models.id AND mdl_pricing.min_tokens = 0)")
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}
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var total int
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var models []struct {
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ID int64 `json:"id"`
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ModelId string `json:"model_id"`
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ModelName string `json:"model_name"`
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Category string `json:"category"`
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Status string `json:"status"`
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MaxContextTokens int `json:"max_context_tokens"`
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MaxOutputTokens int `json:"max_output_tokens"`
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Capabilities string `json:"capabilities"`
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Description string `json:"description"`
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Tags []string `json:"tags"`
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CreatedAt *gtime.Time `json:"created_at"`
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UpdatedAt *gtime.Time `json:"updated_at"`
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DeprecatedAt *gtime.Time `json:"deprecated_at"`
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SunsetDate *gtime.Time `json:"sunset_date"`
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ReplacementModel string `json:"replacement_model"`
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}
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err := query.Fields("id, model_id, model_name, category, status, max_context_tokens, max_output_tokens, capabilities, description, tags, created_at, updated_at, deprecated_at, sunset_date, replacement_model").
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OrderDesc("id").
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Page(req.Page, req.PageSize).
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ScanAndCount(&models, &total, false)
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if err != nil {
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return nil, err
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}
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// 批量查询定价摘要（min_tokens=0 的基准行）
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modelIDs := make([]int64, 0, len(models))
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for _, m := range models {
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modelIDs = append(modelIDs, m.ID)
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}
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type pricingRow struct {
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ModelId int64 `json:"model_id"`
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BillingMode string `json:"billing_mode"`
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InputPrice float64 `json:"input_price"`
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OutputPrice float64 `json:"output_price"`
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PerRequestPrice *float64 `json:"per_request_price"`
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}
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var pricingRows []pricingRow
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if len(modelIDs) > 0 {
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err = dao.MdlPricing.Ctx(ctx).
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Fields("model_id, billing_mode, input_price, output_price, per_request_price").
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Where("model_id IN (?) AND min_tokens = 0", modelIDs).
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Scan(&pricingRows)
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if err = common.IgnoreScanNoRows(err); err != nil {
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return nil, err
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}
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}
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pricingMap := make(map[int64]pricingRow, len(pricingRows))
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for _, p := range pricingRows {
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pricingMap[p.ModelId] = p
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}
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list := make([]v1.ModelItem, 0, len(models))
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for _, m := range models {
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item := v1.ModelItem{
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ID: m.ID,
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ModelId: m.ModelId,
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ModelName: m.ModelName,
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Category: m.Category,
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Status: m.Status,
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MaxContext: m.MaxContextTokens,
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MaxOutput: m.MaxOutputTokens,
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Capabilities: parseCapabilities(m.Capabilities),
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Description: m.Description,
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Tags: m.Tags,
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CreatedAt: m.CreatedAt.String(),
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UpdatedAt: m.UpdatedAt.String(),
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}
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if m.DeprecatedAt != nil {
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s := m.DeprecatedAt.String()
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item.DeprecatedAt = &s
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}
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if m.SunsetDate != nil {
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s := m.SunsetDate.Format("Y-m-d")
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item.SunsetDate = &s
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}
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item.ReplacementModel = m.ReplacementModel
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// 填充定价摘要
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if p, ok := pricingMap[m.ID]; ok {
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item.PricingMode = p.BillingMode
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item.InputPrice = p.InputPrice
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item.OutputPrice = p.OutputPrice
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if p.PerRequestPrice != nil {
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item.PerRequestPrice = *p.PerRequestPrice
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}
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}
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list = append(list, item)
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}
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return &v1.ModelListRes{
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List: list,
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Total: total,
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Page: req.Page,
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PageSize: req.PageSize,
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}, nil
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}
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// CreateModel 创建模型（自动创建默认 token 定价记录）
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func (s *sAdmin) CreateModel(ctx context.Context, req *v1.ModelCreateReq) (*v1.ModelCreateRes, error) {
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count, err := dao.MdlModels.Ctx(ctx).Where(do.MdlModels{ModelId: req.ModelId}).Count()
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if err != nil {
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return nil, err
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}
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if count > 0 {
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return nil, gerror.NewCode(gcode.New(consts.CodeModelNameExists, consts.MsgModelNameExists, nil), consts.MsgModelNameExists)
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}
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insertData := do.MdlModels{
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ModelId: req.ModelId,
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ModelName: req.ModelName,
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Category: req.Category,
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Status: "active",
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MaxContextTokens: req.MaxContext,
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MaxOutputTokens: req.MaxOutput,
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Description: req.Description,
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}
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if req.Tags != nil {
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insertData.Tags = req.Tags
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} else {
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insertData.Tags = []string{}
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}
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if req.Capabilities != nil {
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capJson, _ := json.Marshal(req.Capabilities)
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insertData.Capabilities = string(capJson)
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}
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id, err := dao.MdlModels.Ctx(ctx).InsertAndGetId(insertData)
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if err != nil {
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return nil, err
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}
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_, err = dao.MdlPricing.Ctx(ctx).Insert(do.MdlPricing{
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ModelId: id,
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BillingMode: "token",
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MinTokens: 0,
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MaxTokens: nil,
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InputPrice: 0,
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OutputPrice: 0,
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})
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if err != nil {
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return nil, err
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}
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return &v1.ModelCreateRes{ID: id}, nil
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}
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// UpdateModel 更新模型（含弃用状态管理）
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func (s *sAdmin) UpdateModel(ctx context.Context, req *v1.ModelUpdateReq) (*v1.ModelUpdateRes, error) {
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var oldModel *struct {
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ModelId string `json:"model_id"`
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Status string `json:"status"`
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}
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err := dao.MdlModels.Ctx(ctx).Where("id", req.ID).Fields("model_id, status").Scan(&oldModel)
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if err != nil || oldModel == nil {
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return nil, common.NewBusinessError(404, "模型不存在")
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}
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data := do.MdlModels{}
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hasUpdate := false
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var capUpdate *string // capabilities 需要单独处理
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if req.ModelName != "" {
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data.ModelName = req.ModelName
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hasUpdate = true
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}
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if req.Category != "" {
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data.Category = req.Category
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hasUpdate = true
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}
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data.MaxContextTokens = req.MaxContext
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data.MaxOutputTokens = req.MaxOutput
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hasUpdate = true
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if req.Capabilities != nil {
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capJson, _ := json.Marshal(req.Capabilities)
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s := string(capJson)
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capUpdate = &s
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hasUpdate = true
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}
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if req.Description != "" {
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data.Description = req.Description
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hasUpdate = true
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}
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if req.Tags != nil {
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data.Tags = req.Tags
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hasUpdate = true
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}
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statusChanged := req.Status != "" && req.Status != oldModel.Status
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if req.Status == "deprecated" {
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data.Status = "deprecated"
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data.DeprecatedAt = gtime.Now()
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hasUpdate = true
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if req.SunsetDate != nil && *req.SunsetDate != "" {
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data.SunsetDate = gtime.NewFromStr(*req.SunsetDate)
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hasUpdate = true
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}
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if req.ReplacementModel != "" {
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data.ReplacementModel = req.ReplacementModel
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hasUpdate = true
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}
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} else if req.Status == "active" {
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data.Status = "active"
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hasUpdate = true
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} else if req.Status == "offline" {
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data.Status = "offline"
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hasUpdate = true
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} else if req.Status != "" {
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data.Status = req.Status
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hasUpdate = true
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}
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if !hasUpdate {
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return nil, nil
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}
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if capUpdate != nil {
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data.Capabilities = *capUpdate
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}
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_, err = dao.MdlModels.Ctx(ctx).Where("id", req.ID).Data(data).Update()
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if err != nil {
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return nil, err
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}
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if statusChanged {
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// 状态变更时清除模型缓存和租户分组缓存
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relay.NewDataProvider().InvalidateModelCache(oldModel.ModelId)
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invalidateTenantsForModel(ctx, req.ID)
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// 状态从 active → deprecated 时额外发送通知
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if req.Status == "deprecated" && oldModel.Status == "active" {
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go func() {
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bgCtx := context.Background()
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variables := g.Map{
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"model_name": oldModel.ModelId,
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"sunset_date": "",
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"replacement_model": req.ReplacementModel,
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}
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if req.SunsetDate != nil {
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variables["sunset_date"] = *req.SunsetDate
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}
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engine := common.NewNotificationEngine()
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if err := engine.SendToAllTenants(bgCtx, "model_deprecated", variables, ""); err != nil {
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g.Log().Errorf(bgCtx, "[ModelDeprecation] send notification for %s failed: %v", oldModel.ModelId, err)
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}
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}()
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}
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}
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return nil, nil
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}
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// DeleteModel 删除模型（同时删除定价记录、租户分配记录和分组关联）
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func (s *sAdmin) DeleteModel(ctx context.Context, req *v1.ModelDeleteReq) (*v1.ModelDeleteRes, error) {
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if _, err := dao.MdlPricing.Ctx(ctx).Where("model_id", req.ID).Delete(); err != nil {
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return nil, gerror.Wrapf(err, "delete pricing tiers for model %d", req.ID)
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}
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if _, err := dao.MdlTenantModels.Ctx(ctx).Where("model_id", req.ID).Delete(); err != nil {
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return nil, gerror.Wrapf(err, "delete tenant models for model %d", req.ID)
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}
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// 级联删除：从所有分组中移除该模型，并清除受影响租户的缓存
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var affectedGroups []struct {
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GroupId int64 `json:"group_id"`
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}
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dao.MdlGroupModels.Ctx(ctx).Where("model_id", req.ID).Fields("group_id").Scan(&affectedGroups)
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if _, err := dao.MdlGroupModels.Ctx(ctx).Where("model_id", req.ID).Delete(); err != nil {
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return nil, gerror.Wrapf(err, "delete group models for model %d", req.ID)
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}
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for _, ag := range affectedGroups {
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invalidateTenantsInGroup(ctx, ag.GroupId)
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}
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_, err := dao.MdlModels.Ctx(ctx).Where("id", req.ID).Delete()
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if err != nil {
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return nil, err
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}
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return nil, nil
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}
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func parseCapabilities(raw string) map[string]bool {
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if raw == "" || raw == "{}" {
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return nil
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}
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var caps map[string]bool
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if err := json.Unmarshal([]byte(raw), &caps); err != nil {
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return nil
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}
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return caps
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}
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// GetModelPricing 获取模型定价
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func (s *sAdmin) GetModelPricing(ctx context.Context, req *v1.PricingGetReq) (*v1.PricingGetRes, error) {
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var rows []struct {
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BillingMode string `json:"billing_mode"`
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MinTokens int64 `json:"min_tokens"`
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MaxTokens *int64 `json:"max_tokens"`
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InputPrice float64 `json:"input_price"`
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OutputPrice float64 `json:"output_price"`
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PerRequestPrice *float64 `json:"per_request_price"`
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CacheReadPrice float64 `json:"cache_read_price"`
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CacheCreationPrice float64 `json:"cache_creation_price"`
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}
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err := dao.MdlPricing.Ctx(ctx).
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Where("model_id", req.ModelID).
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OrderAsc("min_tokens").
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Scan(&rows)
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if err = common.IgnoreScanNoRows(err); err != nil {
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return nil, err
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}
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result := make([]v1.PricingItem, 0, len(rows))
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for _, r := range rows {
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result = append(result, v1.PricingItem{
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BillingMode: r.BillingMode,
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MinTokens: r.MinTokens,
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MaxTokens: r.MaxTokens,
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InputPrice: r.InputPrice,
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OutputPrice: r.OutputPrice,
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PerRequestPrice: r.PerRequestPrice,
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CacheReadPrice: r.CacheReadPrice,
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CacheCreationPrice: r.CacheCreationPrice,
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})
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}
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return &v1.PricingGetRes{List: result}, nil
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}
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// SetModelPricing 设置模型定价（全量替换）
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func (s *sAdmin) SetModelPricing(ctx context.Context, req *v1.PricingSetReq) (*v1.PricingSetRes, error) {
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_, err := dao.MdlPricing.Ctx(ctx).Where("model_id", req.ModelID).Delete()
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if err != nil {
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return nil, err
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}
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for _, item := range req.Items {
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_, err := dao.MdlPricing.Ctx(ctx).Insert(do.MdlPricing{
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ModelId: req.ModelID,
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BillingMode: item.BillingMode,
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MinTokens: item.MinTokens,
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MaxTokens: item.MaxTokens,
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InputPrice: item.InputPrice,
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OutputPrice: item.OutputPrice,
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PerRequestPrice: item.PerRequestPrice,
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CacheReadPrice: item.CacheReadPrice,
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CacheCreationPrice: item.CacheCreationPrice,
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})
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if err != nil {
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return nil, err
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}
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}
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return nil, nil
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}
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// FetchOfficialPricing 拉取模型官方定价（来自 LiteLLM + models.dev 双数据源）
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func (s *sAdmin) FetchOfficialPricing(ctx context.Context, req *v1.PricingFetchOfficialReq) (*v1.PricingFetchOfficialRes, error) {
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var model *struct {
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ModelId string `json:"model_id"`
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}
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err := dao.MdlModels.Ctx(ctx).Where("id", req.ModelID).Fields("model_id").Scan(&model)
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if err != nil || model == nil || model.ModelId == "" {
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return nil, common.NewBusinessError(404, "模型不存在")
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}
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sources := make([]*v1.OfficialPricingSource, 0, 4)
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// Source 1: LiteLLM
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litellmSource := fetchLiteLLMSource(ctx, model.ModelId)
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sources = append(sources, litellmSource)
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// Source 2: models.dev
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modelsDevSource := fetchModelsDevSource(ctx, model.ModelId)
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sources = append(sources, modelsDevSource)
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// Source 3: BaseLLM
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baseLLMSource := fetchBaseLLMSource(ctx, model.ModelId)
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sources = append(sources, baseLLMSource)
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// Source 4: OpenRouter
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openRouterSource := fetchOpenRouterSource(ctx, model.ModelId)
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sources = append(sources, openRouterSource)
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return &v1.PricingFetchOfficialRes{
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ModelName: model.ModelId,
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Sources: sources,
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}, nil
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}
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func fetchLiteLLMSource(ctx context.Context, modelName string) *v1.OfficialPricingSource {
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source := &v1.OfficialPricingSource{Source: "litellm"}
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data, err := common.FetchLiteLLMPricing(ctx)
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if err != nil {
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g.Log().Warningf(ctx, "[FetchOfficialPricing] litellm fetch failed for %s: %v", modelName, err)
|
|
source.Error = err.Error()
|
|
return source
|
|
}
|
|
|
|
matchedName, entry := common.FindLiteLLMModel(data, modelName)
|
|
if entry == nil {
|
|
return source
|
|
}
|
|
|
|
inputPrice := entry.InputCostPerToken * 1_000_000
|
|
outputPrice := entry.OutputCostPerToken * 1_000_000
|
|
cacheReadPrice := entry.CacheReadInputTokenCost * 1_000_000
|
|
cacheCreationPrice := entry.CacheCreationInputTokenCost * 1_000_000
|
|
|
|
billingMode := "token"
|
|
if entry.Mode == "image_generation" && entry.OutputCostPerImage > 0 && inputPrice == 0 && outputPrice == 0 {
|
|
billingMode = "per_request"
|
|
}
|
|
|
|
source.Found = true
|
|
source.Provider = entry.LitellmProvider
|
|
source.Mode = entry.Mode
|
|
source.MaxContext = entry.MaxInputTokens
|
|
source.MaxOutput = entry.MaxOutputTokens
|
|
source.Pricing = &v1.OfficialPricingItem{
|
|
InputPrice: roundTo2(inputPrice),
|
|
OutputPrice: roundTo2(outputPrice),
|
|
CacheReadPrice: roundTo2(cacheReadPrice),
|
|
CacheCreationPrice: roundTo2(cacheCreationPrice),
|
|
BillingMode: billingMode,
|
|
}
|
|
|
|
g.Log().Debugf(ctx, "[FetchOfficialPricing] litellm matched %s -> %s", modelName, matchedName)
|
|
return source
|
|
}
|
|
|
|
func fetchModelsDevSource(ctx context.Context, modelName string) *v1.OfficialPricingSource {
|
|
source := &v1.OfficialPricingSource{Source: "models.dev"}
|
|
|
|
data, err := common.FetchModelsDevPricing(ctx)
|
|
if err != nil {
|
|
g.Log().Warningf(ctx, "[FetchOfficialPricing] models.dev fetch failed for %s: %v", modelName, err)
|
|
source.Error = err.Error()
|
|
return source
|
|
}
|
|
|
|
matchedName, entry := common.FindModelsDevModel(data, modelName)
|
|
if entry == nil {
|
|
return source
|
|
}
|
|
|
|
cacheReadPrice := 0.0
|
|
if entry.CacheRead != nil {
|
|
cacheReadPrice = *entry.CacheRead
|
|
}
|
|
|
|
source.Found = true
|
|
source.Provider = entry.Provider
|
|
source.Pricing = &v1.OfficialPricingItem{
|
|
InputPrice: roundTo2(entry.Input),
|
|
OutputPrice: roundTo2(func() float64 {
|
|
if entry.Output != nil {
|
|
return *entry.Output
|
|
}
|
|
return 0
|
|
}()),
|
|
CacheReadPrice: roundTo2(cacheReadPrice),
|
|
BillingMode: "token",
|
|
}
|
|
|
|
g.Log().Debugf(ctx, "[FetchOfficialPricing] models.dev matched %s -> %s", modelName, matchedName)
|
|
return source
|
|
}
|
|
|
|
func fetchBaseLLMSource(ctx context.Context, modelName string) *v1.OfficialPricingSource {
|
|
source := &v1.OfficialPricingSource{Source: "basellm"}
|
|
|
|
data, err := common.FetchBaseLLMPricing(ctx)
|
|
if err != nil {
|
|
g.Log().Warningf(ctx, "[FetchOfficialPricing] basellm fetch failed for %s: %v", modelName, err)
|
|
source.Error = err.Error()
|
|
return source
|
|
}
|
|
|
|
matchedName, entry := common.FindBaseLLMModel(data, modelName)
|
|
if entry == nil {
|
|
return source
|
|
}
|
|
|
|
cacheReadPrice := 0.0
|
|
if entry.PricePerMCacheRead != nil {
|
|
cacheReadPrice = *entry.PricePerMCacheRead
|
|
}
|
|
cacheWritePrice := 0.0
|
|
if entry.PricePerMCacheWrite != nil {
|
|
cacheWritePrice = *entry.PricePerMCacheWrite
|
|
}
|
|
|
|
source.Found = true
|
|
source.Provider = entry.VendorName
|
|
source.MaxContext = common.ParseBaseLLMContext(entry.Tags)
|
|
source.Pricing = &v1.OfficialPricingItem{
|
|
InputPrice: roundTo2(entry.PricePerMInput),
|
|
OutputPrice: roundTo2(entry.PricePerMOutput),
|
|
CacheReadPrice: roundTo2(cacheReadPrice),
|
|
CacheCreationPrice: roundTo2(cacheWritePrice),
|
|
BillingMode: "token",
|
|
}
|
|
|
|
g.Log().Debugf(ctx, "[FetchOfficialPricing] basellm matched %s -> %s", modelName, matchedName)
|
|
return source
|
|
}
|
|
|
|
func fetchOpenRouterSource(ctx context.Context, modelName string) *v1.OfficialPricingSource {
|
|
source := &v1.OfficialPricingSource{Source: "openrouter"}
|
|
|
|
data, err := common.FetchOpenRouterModels(ctx)
|
|
if err != nil {
|
|
g.Log().Warningf(ctx, "[FetchOfficialPricing] openrouter fetch failed for %s: %v", modelName, err)
|
|
source.Error = err.Error()
|
|
return source
|
|
}
|
|
|
|
matchedName, entry := common.FindOpenRouterModel(data, modelName)
|
|
if entry == nil || entry.Pricing == nil {
|
|
return source
|
|
}
|
|
|
|
inputPrice := common.OpenRouterPricePerM(entry.Pricing.Prompt)
|
|
outputPrice := common.OpenRouterPricePerM(entry.Pricing.Completion)
|
|
cacheReadPrice := common.OpenRouterPricePerM(entry.Pricing.InputCacheRead)
|
|
cacheWritePrice := common.OpenRouterPricePerM(entry.Pricing.InputCacheWrite)
|
|
|
|
source.Found = true
|
|
if idx := strings.Index(entry.ID, "/"); idx >= 0 {
|
|
source.Provider = entry.ID[:idx]
|
|
}
|
|
source.MaxContext = entry.ContextLength
|
|
if entry.TopProvider != nil && entry.TopProvider.MaxCompletionTokens > 0 {
|
|
source.MaxOutput = entry.TopProvider.MaxCompletionTokens
|
|
}
|
|
source.Pricing = &v1.OfficialPricingItem{
|
|
InputPrice: roundTo2(inputPrice),
|
|
OutputPrice: roundTo2(outputPrice),
|
|
CacheReadPrice: roundTo2(cacheReadPrice),
|
|
CacheCreationPrice: roundTo2(cacheWritePrice),
|
|
BillingMode: "token",
|
|
}
|
|
|
|
g.Log().Debugf(ctx, "[FetchOfficialPricing] openrouter matched %s -> %s", modelName, matchedName)
|
|
return source
|
|
}
|
|
|
|
func roundTo2(v float64) float64 {
|
|
return math.Round(v*100) / 100
|
|
}
|
|
|
|
// FetchOfficialModelInfo 按模型名称拉取官方模型信息（上下文长度+能力特性）
|
|
// 按优先级尝试 LiteLLM → OpenRouter → BaseLLM，返回第一个匹配的结果
|
|
func (s *sAdmin) FetchOfficialModelInfo(ctx context.Context, req *v1.ModelFetchOfficialInfoReq) (*v1.ModelFetchOfficialInfoRes, error) {
|
|
var lastError string
|
|
|
|
// Source 1: LiteLLM
|
|
if data, err := common.FetchLiteLLMPricing(ctx); err != nil {
|
|
g.Log().Warningf(ctx, "[FetchOfficialModelInfo] litellm fetch failed for %s: %v", req.ModelName, err)
|
|
lastError = err.Error()
|
|
} else if _, entry := common.FindLiteLLMModel(data, req.ModelName); entry != nil {
|
|
return &v1.ModelFetchOfficialInfoRes{
|
|
Found: true,
|
|
Provider: entry.LitellmProvider,
|
|
MaxContextTokens: entry.MaxInputTokens,
|
|
MaxOutputTokens: entry.MaxOutputTokens,
|
|
Capabilities: map[string]bool{
|
|
"vision": entry.SupportsVision,
|
|
"function_calling": entry.SupportsFunctionCalling,
|
|
"parallel_function_calling": entry.SupportsParallelFuncCalling,
|
|
"tool_choice": entry.SupportsToolChoice,
|
|
"response_schema": entry.SupportsResponseSchema,
|
|
"system_messages": entry.SupportsSystemMessages,
|
|
"prompt_caching": entry.SupportsPromptCaching,
|
|
"audio_input": entry.SupportsAudioInput,
|
|
"audio_output": entry.SupportsAudioOutput,
|
|
"pdf_input": entry.SupportsPdfInput,
|
|
"embedding_image": entry.SupportsEmbeddingImage,
|
|
"reasoning": entry.SupportsReasoning,
|
|
"web_search": entry.SupportsWebSearch,
|
|
},
|
|
}, nil
|
|
}
|
|
|
|
// Source 2: OpenRouter
|
|
if data, err := common.FetchOpenRouterModels(ctx); err != nil {
|
|
g.Log().Warningf(ctx, "[FetchOfficialModelInfo] openrouter fetch failed for %s: %v", req.ModelName, err)
|
|
lastError = err.Error()
|
|
} else if _, entry := common.FindOpenRouterModel(data, req.ModelName); entry != nil {
|
|
maxOutput := 0
|
|
if entry.TopProvider != nil {
|
|
maxOutput = entry.TopProvider.MaxCompletionTokens
|
|
}
|
|
provider := ""
|
|
if idx := strings.Index(entry.ID, "/"); idx >= 0 {
|
|
provider = entry.ID[:idx]
|
|
}
|
|
return &v1.ModelFetchOfficialInfoRes{
|
|
Found: true,
|
|
Provider: provider,
|
|
MaxContextTokens: entry.ContextLength,
|
|
MaxOutputTokens: maxOutput,
|
|
Capabilities: common.ParseOpenRouterCapabilities(entry),
|
|
}, nil
|
|
}
|
|
|
|
// Source 3: BaseLLM
|
|
if data, err := common.FetchBaseLLMPricing(ctx); err != nil {
|
|
g.Log().Warningf(ctx, "[FetchOfficialModelInfo] basellm fetch failed for %s: %v", req.ModelName, err)
|
|
lastError = err.Error()
|
|
} else if _, entry := common.FindBaseLLMModel(data, req.ModelName); entry != nil {
|
|
return &v1.ModelFetchOfficialInfoRes{
|
|
Found: true,
|
|
Provider: entry.VendorName,
|
|
MaxContextTokens: common.ParseBaseLLMContext(entry.Tags),
|
|
Capabilities: common.ParseBaseLLMCapabilities(entry.Tags),
|
|
}, nil
|
|
}
|
|
|
|
res := &v1.ModelFetchOfficialInfoRes{Found: false}
|
|
if lastError != "" {
|
|
res.Error = lastError
|
|
}
|
|
return res, nil
|
|
}
|
|
|
|
// ExportModels exports model list to CSV or Excel.
|
|
func (s *sAdmin) ExportModels(ctx context.Context, req *v1.ModelExportReq) (*v1.ModelExportRes, error) {
|
|
modelFields := "id, model_id, model_name, category, status, max_context_tokens, max_output_tokens, created_at"
|
|
|
|
config := export.Config{
|
|
Format: req.Format,
|
|
Filename: "模型_" + gtime.Now().Format("Ymd_His"),
|
|
Columns: []export.Column{
|
|
{Field: "id", Header: "ID"},
|
|
{Field: "model_id", Header: "模型标识"},
|
|
{Field: "model_name", Header: "显示名称"},
|
|
{Field: "category", Header: "分类"},
|
|
{Field: "status", Header: "状态"},
|
|
{Field: "max_context_tokens", Header: "最大上下文"},
|
|
{Field: "max_output_tokens", Header: "最大输出"},
|
|
{Field: "created_at", Header: "创建时间"},
|
|
},
|
|
}
|
|
|
|
return nil, export.GenericExport(ctx, config, func(yield func(map[string]any) bool) {
|
|
offset := 0
|
|
for {
|
|
query := dao.MdlModels.Ctx(ctx)
|
|
if req.Category != "" {
|
|
query = query.Where("category", req.Category)
|
|
}
|
|
if req.Status != "" {
|
|
query = query.Where("status", req.Status)
|
|
}
|
|
if req.Search != "" {
|
|
query = query.Where("model_id LIKE ? OR model_name LIKE ?", "%"+req.Search+"%", "%"+req.Search+"%")
|
|
}
|
|
var batch []struct {
|
|
ID int64 `json:"id"`
|
|
ModelId string `json:"model_id"`
|
|
ModelName string `json:"model_name"`
|
|
Category string `json:"category"`
|
|
Status string `json:"status"`
|
|
MaxContextTokens int `json:"max_context_tokens"`
|
|
MaxOutputTokens int `json:"max_output_tokens"`
|
|
CreatedAt *gtime.Time `json:"created_at"`
|
|
}
|
|
if err := query.Fields(modelFields).OrderDesc("id").Limit(1000).Offset(offset).Scan(&batch); err != nil {
|
|
g.Log().Errorf(ctx, "ExportModels: query batch at offset %d failed: %v", offset, err)
|
|
return
|
|
}
|
|
for _, m := range batch {
|
|
if !yield(map[string]any{
|
|
"id": m.ID,
|
|
"model_id": m.ModelId,
|
|
"model_name": m.ModelName,
|
|
"category": m.Category,
|
|
"status": m.Status,
|
|
"max_context_tokens": m.MaxContextTokens,
|
|
"max_output_tokens": m.MaxOutputTokens,
|
|
"created_at": m.CreatedAt.String(),
|
|
}) {
|
|
return
|
|
}
|
|
}
|
|
if len(batch) < 1000 {
|
|
break
|
|
}
|
|
offset += 1000
|
|
}
|
|
})
|
|
}
|