- 合并 base model 默认能力与平台覆盖项 - 在模型响应中补齐 text_generate 的上下文与推理能力字段 - 为相关逻辑补充测试和迁移脚本
215 lines
6.0 KiB
Go
215 lines
6.0 KiB
Go
package httpapi
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import (
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"context"
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"github.com/easyai/easyai-ai-gateway/apps/api/internal/store"
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)
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func (s *Server) platformModelResponse(ctx context.Context, model store.PlatformModel) store.PlatformModel {
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model.Capabilities = store.EffectivePlatformModelCapabilities(model.BaseCapabilities, model.Capabilities)
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model.Capabilities = enrichResponseCapabilities(model)
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model = s.withEffectiveResponseBillingConfig(ctx, model)
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return store.FilterPlatformModelBillingConfig(model)
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}
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func (s *Server) platformModelResponses(ctx context.Context, models []store.PlatformModel) []store.PlatformModel {
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items := make([]store.PlatformModel, len(models))
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for i, model := range models {
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items[i] = s.platformModelResponse(ctx, model)
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}
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return items
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}
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func (s *Server) withEffectiveResponseBillingConfig(ctx context.Context, model store.PlatformModel) store.PlatformModel {
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config := model.BillingConfig
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if model.PricingRuleSetID != "" {
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if ruleSetConfig, err := s.store.PricingRuleSetBillingConfig(ctx, model.PricingRuleSetID); err == nil && len(ruleSetConfig) > 0 {
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config = ruleSetConfig
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}
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}
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if len(model.BillingConfigOverride) > 0 {
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config = mergeResponseBillingConfig(config, model.BillingConfigOverride)
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}
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model.BillingConfig = config
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return model
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}
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func mergeResponseBillingConfig(base map[string]any, override map[string]any) map[string]any {
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if len(base) == 0 && len(override) == 0 {
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return nil
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}
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out := make(map[string]any, len(base)+len(override))
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for key, value := range base {
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out[key] = value
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}
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for key, value := range override {
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out[key] = value
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}
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return out
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}
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func enrichResponseCapabilities(model store.PlatformModel) map[string]any {
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if len(model.Capabilities) == 0 {
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return model.Capabilities
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}
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textGenerate, ok := enrichedTextGenerateCapabilities(model)
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if !ok {
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return model.Capabilities
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}
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out := make(map[string]any, len(model.Capabilities)+1)
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for key, value := range model.Capabilities {
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out[key] = value
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}
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out["text_generate"] = textGenerate
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return out
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}
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func enrichedTextGenerateCapabilities(model store.PlatformModel) (map[string]any, bool) {
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textGenerate := nestedCapabilities(model.Capabilities, "text_generate")
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if textGenerate == nil && !declaresModelType(model, "text_generate") {
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return nil, false
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}
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patch := map[string]any{}
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if _, ok := textGenerate["max_context_tokens"]; !ok {
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if value, ok := textGenerateContextTokens(model, textGenerate); ok {
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patch["max_context_tokens"] = value
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}
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}
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if _, ok := textGenerate["supportThinking"]; !ok {
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if value, ok := textGenerateSupportThinking(model, textGenerate); ok {
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patch["supportThinking"] = value
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}
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}
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if _, ok := textGenerate["thinkingEffortLevels"]; !ok {
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if value, ok := textGenerateThinkingEffortLevels(model, textGenerate); ok {
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patch["thinkingEffortLevels"] = value
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}
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}
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if len(patch) == 0 {
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return nil, false
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}
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out := make(map[string]any, len(textGenerate)+len(patch))
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for key, value := range textGenerate {
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out[key] = value
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}
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for key, value := range patch {
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out[key] = value
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}
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return out, true
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}
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func textGenerateContextTokens(model store.PlatformModel, textGenerate map[string]any) (any, bool) {
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if value, ok := capabilityValue(textGenerate, "maxContextTokens"); ok {
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return value, true
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}
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return capabilityValue(model.Capabilities, "max_context_tokens", "maxContextTokens", "contextWindow")
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}
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func textGenerateSupportThinking(model store.PlatformModel, textGenerate map[string]any) (any, bool) {
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if value, ok := capabilityValue(model.Capabilities, "supportThinking"); ok {
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return value, true
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}
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if _, ok := capabilityValue(textGenerate, "thinkingEffortLevels"); ok {
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return true, true
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}
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if _, ok := capabilityValue(model.Capabilities, "thinkingEffortLevels"); ok {
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return true, true
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}
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return capabilityValue(model.Capabilities, "reasoning")
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}
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func textGenerateThinkingEffortLevels(model store.PlatformModel, textGenerate map[string]any) (any, bool) {
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if value, ok := capabilityValue(model.Capabilities, "thinkingEffortLevels"); ok {
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return value, true
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}
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if hasTextGenerateThinkingCapability(model, textGenerate) {
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return []string{}, true
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}
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return nil, false
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}
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func hasTextGenerateThinkingCapability(model store.PlatformModel, textGenerate map[string]any) bool {
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if boolCapabilityValue(textGenerate, "supportThinking", "supportThinkingModeSwitch") {
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return true
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}
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if boolCapabilityValue(model.Capabilities, "supportThinking", "supportThinkingModeSwitch", "reasoning") {
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return true
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}
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_, ok := capabilityValue(textGenerate, "max_thinking_tokens", "maxThinkingTokens")
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return ok
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}
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func declaresModelType(model store.PlatformModel, modelType string) bool {
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if containsString(model.ModelType, modelType) {
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return true
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}
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if originalTypes, ok := stringListValue(model.Capabilities["originalTypes"]); ok {
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return containsString(originalTypes, modelType)
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}
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return false
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}
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func containsString(items []string, want string) bool {
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for _, item := range items {
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if item == want {
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return true
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}
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}
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return false
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}
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func nestedCapabilities(capabilities map[string]any, key string) map[string]any {
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if nested, ok := capabilities[key].(map[string]any); ok {
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return nested
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}
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return nil
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}
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func capabilityValue(capabilities map[string]any, keys ...string) (any, bool) {
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if len(capabilities) == 0 {
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return nil, false
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}
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for _, key := range keys {
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if value, ok := capabilities[key]; ok {
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return value, true
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}
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}
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return nil, false
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}
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func boolCapabilityValue(capabilities map[string]any, keys ...string) bool {
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if len(capabilities) == 0 {
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return false
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}
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for _, key := range keys {
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flag, ok := capabilities[key].(bool)
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if ok && flag {
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return true
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}
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}
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return false
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}
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func stringListValue(value any) ([]string, bool) {
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switch items := value.(type) {
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case []string:
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return items, len(items) > 0
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case []any:
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out := make([]string, 0, len(items))
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for _, item := range items {
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text, ok := item.(string)
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if !ok || text == "" {
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continue
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}
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out = append(out, text)
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}
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return out, len(out) > 0
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default:
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return nil, false
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}
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}
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