diff --git a/.github/workflows/transport-ci.yml b/.github/workflows/transport-ci.yml index 6bf4548db8..57ad872b07 100644 --- a/.github/workflows/transport-ci.yml +++ b/.github/workflows/transport-ci.yml @@ -223,7 +223,7 @@ jobs: - name: Commit and push UI changes run: | - git add . + git add transports/ui if git diff --staged --quiet; then echo "No changes to commit. UI build is already up to date." else diff --git a/core/bifrost.go b/core/bifrost.go index be04b2c5ef..9d96a04eb7 100644 --- a/core/bifrost.go +++ b/core/bifrost.go @@ -568,7 +568,12 @@ func (bifrost *Bifrost) GetMCPClients() ([]schemas.MCPClient, error) { // }) func (bifrost *Bifrost) AddMCPClient(config schemas.MCPClientConfig) error { if bifrost.mcpManager == nil { - return fmt.Errorf("MCP is not configured in this Bifrost instance") + manager := &MCPManager{ + clientMap: make(map[string]*MCPClient), + logger: bifrost.logger, + } + + bifrost.mcpManager = manager } return bifrost.mcpManager.AddClient(config) diff --git a/docs/benchmarks.md b/docs/benchmarks.md index 92d8b78120..f90587654d 100644 --- a/docs/benchmarks.md +++ b/docs/benchmarks.md @@ -43,6 +43,8 @@ _\*Bifrost's overhead is measured at 59 µs on t3.medium and 11 µs on t3.xlarge **Note**: On the t3.xlarge, we tested with significantly larger response payloads (~10 KB average vs ~1 KB on t3.medium). Even so, response parsing time dropped dramatically thanks to better CPU throughput and Bifrost's optimized memory reuse. +**Disclaimer**: These metrics are measured without the UI enabled. When using the UI, there is no drop in performance - only memory usage increases due to the additional UI build being served. + --- ## 🎯 Key Performance Highlights diff --git a/transports/bifrost-http/handlers/config.go b/transports/bifrost-http/handlers/config.go index e82a9d3c8d..2e4a143821 100644 --- a/transports/bifrost-http/handlers/config.go +++ b/transports/bifrost-http/handlers/config.go @@ -37,7 +37,6 @@ func NewConfigHandler(client *bifrost.Bifrost, logger schemas.Logger, store *lib func (h *ConfigHandler) RegisterRoutes(r *router.Router) { r.GET("/api/config", h.GetConfig) r.PUT("/api/config", h.handleUpdateConfig) - r.POST("/api/config/save", h.SaveConfig) } // GetConfig handles GET /config - Get the current configuration @@ -74,27 +73,22 @@ func (h *ConfigHandler) handleUpdateConfig(ctx *fasthttp.RequestCtx) { updatedConfig.InitialPoolSize = req.InitialPoolSize } + if req.LogQueueSize != currentConfig.LogQueueSize { + updatedConfig.LogQueueSize = req.LogQueueSize + } + // Update the store with the new config h.store.ClientConfig = updatedConfig - ctx.SetStatusCode(fasthttp.StatusOK) - SendJSON(ctx, map[string]any{ - "status": "success", - "message": "Configuration updated successfully", - }, h.logger) -} - -// SaveConfig handles POST /config/save - Persist current configuration to JSON file -func (h *ConfigHandler) SaveConfig(ctx *fasthttp.RequestCtx) { - // Save current configuration back to the original JSON file if err := h.store.SaveConfig(); err != nil { h.logger.Warn(fmt.Sprintf("Failed to save configuration: %v", err)) SendError(ctx, fasthttp.StatusInternalServerError, fmt.Sprintf("Failed to save configuration: %v", err), h.logger) return } + ctx.SetStatusCode(fasthttp.StatusOK) SendJSON(ctx, map[string]any{ "status": "success", - "message": "Configuration saved successfully", + "message": "Configuration updated successfully", }, h.logger) } diff --git a/transports/bifrost-http/handlers/logging.go b/transports/bifrost-http/handlers/logging.go index 6baa429e70..5fd01efc6e 100644 --- a/transports/bifrost-http/handlers/logging.go +++ b/transports/bifrost-http/handlers/logging.go @@ -32,9 +32,10 @@ func NewLoggingHandler(logManager logging.LogManager, logger schemas.Logger) *Lo func (h *LoggingHandler) RegisterRoutes(r *router.Router) { // Log retrieval with filtering, search, and pagination r.GET("/api/logs", h.GetLogs) + r.GET("/api/logs/dropped", h.GetDroppedRequests) } -// GetLogs handles GET /v1/logs - Get logs with filtering, search, and pagination via query parameters +// GetLogs handles GET /api/logs - Get logs with filtering, search, and pagination via query parameters func (h *LoggingHandler) GetLogs(ctx *fasthttp.RequestCtx) { // Parse query parameters into filters filters := &logging.SearchFilters{} @@ -139,6 +140,12 @@ func (h *LoggingHandler) GetLogs(ctx *fasthttp.RequestCtx) { SendJSON(ctx, result, h.logger) } +// GetDroppedRequests handles GET /api/logs/dropped - Get the number of dropped requests +func (h *LoggingHandler) GetDroppedRequests(ctx *fasthttp.RequestCtx) { + droppedRequests := h.logManager.GetDroppedRequests() + SendJSON(ctx, map[string]int64{"dropped_requests": droppedRequests}, h.logger) +} + // Helper functions // parseCommaSeparated splits a comma-separated string into a slice diff --git a/transports/bifrost-http/handlers/mcp.go b/transports/bifrost-http/handlers/mcp.go index 556c28eb21..9e40bc2a9b 100644 --- a/transports/bifrost-http/handlers/mcp.go +++ b/transports/bifrost-http/handlers/mcp.go @@ -72,7 +72,7 @@ func (h *MCPHandler) ExecuteTool(ctx *fasthttp.RequestCtx) { SendJSON(ctx, resp, h.logger) } -// GetMCPClients handles GET /mcp/clients - Get all MCP clients +// GetMCPClients handles GET /api/mcp/clients - Get all MCP clients func (h *MCPHandler) GetMCPClients(ctx *fasthttp.RequestCtx) { // Get clients from store config configsInStore := h.store.MCPConfig @@ -120,7 +120,7 @@ func (h *MCPHandler) GetMCPClients(ctx *fasthttp.RequestCtx) { SendJSON(ctx, clients, h.logger) } -// ReconnectMCPClient handles POST /mcp/client/{name}/reconnect - Reconnect an MCP client +// ReconnectMCPClient handles POST /api/mcp/client/{name}/reconnect - Reconnect an MCP client func (h *MCPHandler) ReconnectMCPClient(ctx *fasthttp.RequestCtx) { name, err := getNameFromCtx(ctx) if err != nil { @@ -139,7 +139,7 @@ func (h *MCPHandler) ReconnectMCPClient(ctx *fasthttp.RequestCtx) { }, h.logger) } -// AddMCPClient handles POST /mcp/client - Add a new MCP client +// AddMCPClient handles POST /api/mcp/client - Add a new MCP client func (h *MCPHandler) AddMCPClient(ctx *fasthttp.RequestCtx) { var req schemas.MCPClientConfig if err := json.Unmarshal(ctx.PostBody(), &req); err != nil { @@ -152,13 +152,19 @@ func (h *MCPHandler) AddMCPClient(ctx *fasthttp.RequestCtx) { return } + if err := h.store.SaveConfig(); err != nil { + h.logger.Warn(fmt.Sprintf("Failed to save configuration: %v", err)) + SendError(ctx, fasthttp.StatusInternalServerError, fmt.Sprintf("Failed to save configuration: %v", err), h.logger) + return + } + SendJSON(ctx, map[string]any{ "status": "success", "message": "MCP client added successfully", }, h.logger) } -// EditMCPClientTools handles PUT /mcp/client/{name} - Edit MCP client tools +// EditMCPClientTools handles PUT /api/mcp/client/{name} - Edit MCP client tools func (h *MCPHandler) EditMCPClientTools(ctx *fasthttp.RequestCtx) { name, err := getNameFromCtx(ctx) if err != nil { @@ -180,13 +186,19 @@ func (h *MCPHandler) EditMCPClientTools(ctx *fasthttp.RequestCtx) { return } + if err := h.store.SaveConfig(); err != nil { + h.logger.Warn(fmt.Sprintf("Failed to save configuration: %v", err)) + SendError(ctx, fasthttp.StatusInternalServerError, fmt.Sprintf("Failed to save configuration: %v", err), h.logger) + return + } + SendJSON(ctx, map[string]any{ "status": "success", "message": "MCP client tools edited successfully", }, h.logger) } -// RemoveMCPClient handles DELETE /mcp/client/{name} - Remove an MCP client +// RemoveMCPClient handles DELETE /api/mcp/client/{name} - Remove an MCP client func (h *MCPHandler) RemoveMCPClient(ctx *fasthttp.RequestCtx) { name, err := getNameFromCtx(ctx) if err != nil { @@ -199,6 +211,12 @@ func (h *MCPHandler) RemoveMCPClient(ctx *fasthttp.RequestCtx) { return } + if err := h.store.SaveConfig(); err != nil { + h.logger.Warn(fmt.Sprintf("Failed to save configuration: %v", err)) + SendError(ctx, fasthttp.StatusInternalServerError, fmt.Sprintf("Failed to save configuration: %v", err), h.logger) + return + } + SendJSON(ctx, map[string]any{ "status": "success", "message": "MCP client removed successfully", diff --git a/transports/bifrost-http/handlers/providers.go b/transports/bifrost-http/handlers/providers.go index 5684de5aa6..0dd5afd964 100644 --- a/transports/bifrost-http/handlers/providers.go +++ b/transports/bifrost-http/handlers/providers.go @@ -82,7 +82,7 @@ func (h *ProviderHandler) RegisterRoutes(r *router.Router) { r.DELETE("/api/providers/{provider}", h.DeleteProvider) } -// ListProviders handles GET /providers - List all providers +// ListProviders handles GET /api/providers - List all providers func (h *ProviderHandler) ListProviders(ctx *fasthttp.RequestCtx) { providers, err := h.store.GetAllProviders() if err != nil { @@ -119,7 +119,7 @@ func (h *ProviderHandler) ListProviders(ctx *fasthttp.RequestCtx) { SendJSON(ctx, response, h.logger) } -// GetProvider handles GET /providers/{provider} - Get specific provider +// GetProvider handles GET /api/providers/{provider} - Get specific provider func (h *ProviderHandler) GetProvider(ctx *fasthttp.RequestCtx) { provider, err := getProviderFromCtx(ctx) if err != nil { @@ -138,7 +138,7 @@ func (h *ProviderHandler) GetProvider(ctx *fasthttp.RequestCtx) { SendJSON(ctx, response, h.logger) } -// AddProvider handles POST /providers - Add a new provider +// AddProvider handles POST /api/providers - Add a new provider func (h *ProviderHandler) AddProvider(ctx *fasthttp.RequestCtx) { var req AddProviderRequest if err := json.Unmarshal(ctx.PostBody(), &req); err != nil { @@ -200,6 +200,12 @@ func (h *ProviderHandler) AddProvider(ctx *fasthttp.RequestCtx) { return } + if err := h.store.SaveConfig(); err != nil { + h.logger.Warn(fmt.Sprintf("Failed to save configuration: %v", err)) + SendError(ctx, fasthttp.StatusInternalServerError, fmt.Sprintf("Failed to save configuration: %v", err), h.logger) + return + } + h.logger.Info(fmt.Sprintf("Provider %s added successfully", req.Provider)) response := h.getProviderResponseFromConfig(req.Provider, config) @@ -207,7 +213,7 @@ func (h *ProviderHandler) AddProvider(ctx *fasthttp.RequestCtx) { SendJSON(ctx, response, h.logger) } -// UpdateProvider handles PUT /providers/{provider} - Update provider config +// UpdateProvider handles PUT /api/providers/{provider} - Update provider config // NOTE: This endpoint expects ALL fields to be provided in the request body, // including both edited and non-edited fields. Partial updates are not supported. // The frontend should send the complete provider configuration. @@ -340,6 +346,12 @@ func (h *ProviderHandler) UpdateProvider(ctx *fasthttp.RequestCtx) { return } + if err := h.store.SaveConfig(); err != nil { + h.logger.Warn(fmt.Sprintf("Failed to save configuration: %v", err)) + SendError(ctx, fasthttp.StatusInternalServerError, fmt.Sprintf("Failed to save configuration: %v", err), h.logger) + return + } + if config.ConcurrencyAndBufferSize.Concurrency != oldConfigRaw.ConcurrencyAndBufferSize.Concurrency || config.ConcurrencyAndBufferSize.BufferSize != oldConfigRaw.ConcurrencyAndBufferSize.BufferSize { // Update concurrency and queue configuration in Bifrost @@ -354,7 +366,7 @@ func (h *ProviderHandler) UpdateProvider(ctx *fasthttp.RequestCtx) { SendJSON(ctx, response, h.logger) } -// DeleteProvider handles DELETE /providers/{provider} - Remove provider +// DeleteProvider handles DELETE /api/providers/{provider} - Remove provider func (h *ProviderHandler) DeleteProvider(ctx *fasthttp.RequestCtx) { provider, err := getProviderFromCtx(ctx) if err != nil { @@ -375,6 +387,12 @@ func (h *ProviderHandler) DeleteProvider(ctx *fasthttp.RequestCtx) { return } + if err := h.store.SaveConfig(); err != nil { + h.logger.Warn(fmt.Sprintf("Failed to save configuration: %v", err)) + SendError(ctx, fasthttp.StatusInternalServerError, fmt.Sprintf("Failed to save configuration: %v", err), h.logger) + return + } + h.logger.Info(fmt.Sprintf("Provider %s removed successfully", provider)) response := ProviderResponse{ diff --git a/transports/bifrost-http/lib/config.go b/transports/bifrost-http/lib/config.go index b441618d38..31dd113ba5 100644 --- a/transports/bifrost-http/lib/config.go +++ b/transports/bifrost-http/lib/config.go @@ -9,9 +9,10 @@ import ( // ClientConfig represents the core configuration for Bifrost HTTP transport and the Bifrost Client. // It includes settings for excess request handling, Prometheus metrics, and initial pool size. type ClientConfig struct { - DropExcessRequests bool `json:"drop_excess_requests"` - InitialPoolSize int `json:"initial_pool_size"` - PrometheusLabels []string `json:"prometheus_labels"` + DropExcessRequests bool `json:"drop_excess_requests"` // Drop excess requests if the provider queue is full + InitialPoolSize int `json:"initial_pool_size"` // The initial pool size for the bifrost client + PrometheusLabels []string `json:"prometheus_labels"` // The labels to be used for prometheus metrics + LogQueueSize int `json:"log_queue_size"` // The size of the log queue, additional requests will be dropped (not saved for ui) if the queue is full } // ProviderConfig represents the configuration for a specific AI model provider. diff --git a/transports/bifrost-http/lib/store.go b/transports/bifrost-http/lib/store.go index dda9dda50a..4d2b7af6de 100644 --- a/transports/bifrost-http/lib/store.go +++ b/transports/bifrost-http/lib/store.go @@ -49,6 +49,13 @@ type EnvKeyInfo struct { ConfigPath string // Path in config where this env var is used } +var DefaultClientConfig = ClientConfig{ + DropExcessRequests: false, + PrometheusLabels: []string{}, + InitialPoolSize: 300, + LogQueueSize: 1000, +} + // NewConfigStore creates a new in-memory configuration store instance. func NewConfigStore(logger schemas.Logger) (*ConfigStore, error) { return &ConfigStore{ @@ -83,14 +90,10 @@ func (s *ConfigStore) LoadFromConfig(configPath string) error { data, err := os.ReadFile(configPath) if err != nil { if os.IsNotExist(err) { - s.logger.Info(fmt.Sprintf("Config file %s not found, starting with default configuration. Providers can be added dynamically via API.", configPath)) + s.logger.Info(fmt.Sprintf("Config file %s not found, starting with default configuration. Providers can be added dynamically via UI.", configPath)) // Initialize with default configuration - s.ClientConfig = ClientConfig{ - DropExcessRequests: false, - PrometheusLabels: []string{}, - InitialPoolSize: 300, - } + s.ClientConfig = DefaultClientConfig s.Providers = make(map[schemas.ModelProvider]ProviderConfig) s.MCPConfig = nil @@ -122,12 +125,7 @@ func (s *ConfigStore) LoadFromConfig(configPath string) error { } s.ClientConfig = clientConfig } else { - // Default client configuration - s.ClientConfig = ClientConfig{ - DropExcessRequests: false, - PrometheusLabels: []string{}, - InitialPoolSize: 300, - } + s.ClientConfig = DefaultClientConfig } // Process provider configurations @@ -246,15 +244,23 @@ func (s *ConfigStore) processEnvValue(value string) (string, string, error) { return value, "", nil } -// WriteConfigToFile writes the current in-memory configuration back to a JSON file +// writeConfigToFile writes the current in-memory configuration back to a JSON file // in the exact same format that LoadFromConfig expects. This enables persistence -// of runtime configuration changes. -func (s *ConfigStore) WriteConfigToFile(configPath string) error { +// of runtime configuration changes with environment variable references restored. +func (s *ConfigStore) writeConfigToFile(configPath string) error { s.mu.RLock() defer s.mu.RUnlock() s.logger.Info(fmt.Sprintf("Writing current configuration to: %s", configPath)) + // Create a map for quick lookup of env vars by provider and path + envVarsByPath := make(map[string]string) + for envVar, infos := range s.EnvKeys { + for _, info := range infos { + envVarsByPath[info.ConfigPath] = envVar + } + } + // Prepare the output structure output := struct { Providers map[string]interface{} `json:"providers"` @@ -262,17 +268,33 @@ func (s *ConfigStore) WriteConfigToFile(configPath string) error { Client ClientConfig `json:"client,omitempty"` }{ Providers: make(map[string]interface{}), - MCP: s.MCPConfig, + MCP: s.getRestoredMCPConfig(envVarsByPath), Client: s.ClientConfig, } - // Convert providers back to the original format + // Convert providers back to the original format with env variable restoration for provider, config := range s.Providers { providerName := string(provider) - // Create provider config without processed values (keep env.* references) + // Create redacted keys that restore env.* references + redactedKeys := make([]schemas.Key, len(config.Keys)) + for i, key := range config.Keys { + redactedKeys[i] = schemas.Key{ + Models: key.Models, + Weight: key.Weight, + } + + path := fmt.Sprintf("providers.%s.keys[%d]", provider, i) + if envVar, ok := envVarsByPath[path]; ok { + redactedKeys[i].Value = "env." + envVar + } else { + redactedKeys[i].Value = key.Value // Keep actual value, no asterisk redaction + } + } + + // Create provider config with restored env references providerConfig := map[string]interface{}{ - "keys": config.Keys, // Note: This will contain actual values, not env refs + "keys": redactedKeys, } if config.NetworkConfig != nil { @@ -283,8 +305,10 @@ func (s *ConfigStore) WriteConfigToFile(configPath string) error { providerConfig["concurrency_and_buffer_size"] = config.ConcurrencyAndBufferSize } + // Handle meta config with env variable restoration if config.MetaConfig != nil { - providerConfig["meta_config"] = *config.MetaConfig + restoredMetaConfig := s.restoreMetaConfigEnvVars(provider, *config.MetaConfig, envVarsByPath) + providerConfig["meta_config"] = restoredMetaConfig } output.Providers[providerName] = providerConfig @@ -305,12 +329,148 @@ func (s *ConfigStore) WriteConfigToFile(configPath string) error { return nil } +// getRestoredMCPConfig creates a copy of MCP config with env variable references restored +func (s *ConfigStore) getRestoredMCPConfig(envVarsByPath map[string]string) *schemas.MCPConfig { + if s.MCPConfig == nil { + return nil + } + + // Create a copy of the MCP config + mcpConfigCopy := &schemas.MCPConfig{ + ClientConfigs: make([]schemas.MCPClientConfig, len(s.MCPConfig.ClientConfigs)), + } + + // Process each client config + for i, clientConfig := range s.MCPConfig.ClientConfigs { + configCopy := schemas.MCPClientConfig{ + Name: clientConfig.Name, + ConnectionType: clientConfig.ConnectionType, + StdioConfig: clientConfig.StdioConfig, + ToolsToExecute: append([]string{}, clientConfig.ToolsToExecute...), + ToolsToSkip: append([]string{}, clientConfig.ToolsToSkip...), + } + + // Handle connection string with env variable restoration + if clientConfig.ConnectionString != nil { + connStr := *clientConfig.ConnectionString + path := fmt.Sprintf("mcp.client_configs[%d].connection_string", i) + if envVar, ok := envVarsByPath[path]; ok { + connStr = "env." + envVar + } + // If not from env var, keep actual value (no asterisk redaction) + configCopy.ConnectionString = &connStr + } + + mcpConfigCopy.ClientConfigs[i] = configCopy + } + + return mcpConfigCopy +} + +// restoreMetaConfigEnvVars creates a copy of meta config with env variable references restored +func (s *ConfigStore) restoreMetaConfigEnvVars(provider schemas.ModelProvider, metaConfig schemas.MetaConfig, envVarsByPath map[string]string) interface{} { + switch m := metaConfig.(type) { + case *meta.AzureMetaConfig: + azureConfig := *m // Copy the struct + + // Restore endpoint if it came from env var + path := fmt.Sprintf("providers.%s.meta_config.endpoint", provider) + if envVar, ok := envVarsByPath[path]; ok { + azureConfig.Endpoint = "env." + envVar + } + // Otherwise keep actual value (no asterisk redaction) + + // Restore API version if it came from env var + if azureConfig.APIVersion != nil { + path = fmt.Sprintf("providers.%s.meta_config.api_version", provider) + if envVar, ok := envVarsByPath[path]; ok { + apiVersion := "env." + envVar + azureConfig.APIVersion = &apiVersion + } + // Otherwise keep actual value (no asterisk redaction) + } + + return azureConfig + + case *meta.BedrockMetaConfig: + bedrockConfig := *m // Copy the struct + + // Restore secret access key if it came from env var + path := fmt.Sprintf("providers.%s.meta_config.secret_access_key", provider) + if envVar, ok := envVarsByPath[path]; ok { + bedrockConfig.SecretAccessKey = "env." + envVar + } + // Otherwise keep actual value (no asterisk redaction) + + // Restore region if it came from env var + if bedrockConfig.Region != nil { + path = fmt.Sprintf("providers.%s.meta_config.region", provider) + if envVar, ok := envVarsByPath[path]; ok { + region := "env." + envVar + bedrockConfig.Region = ®ion + } + // Otherwise keep actual value (no asterisk redaction) + } + + // Restore session token if it came from env var + if bedrockConfig.SessionToken != nil { + path = fmt.Sprintf("providers.%s.meta_config.session_token", provider) + if envVar, ok := envVarsByPath[path]; ok { + sessionToken := "env." + envVar + bedrockConfig.SessionToken = &sessionToken + } + // Otherwise keep actual value (no asterisk redaction) + } + + // Restore ARN if it came from env var + if bedrockConfig.ARN != nil { + path = fmt.Sprintf("providers.%s.meta_config.arn", provider) + if envVar, ok := envVarsByPath[path]; ok { + arn := "env." + envVar + bedrockConfig.ARN = &arn + } + // Otherwise keep actual value (no asterisk redaction) + } + + return bedrockConfig + + case *meta.VertexMetaConfig: + vertexConfig := *m // Copy the struct + + // Restore project ID if it came from env var + path := fmt.Sprintf("providers.%s.meta_config.project_id", provider) + if envVar, ok := envVarsByPath[path]; ok { + vertexConfig.ProjectID = "env." + envVar + } + // Otherwise keep actual value (no asterisk redaction) + + // Restore region if it came from env var + path = fmt.Sprintf("providers.%s.meta_config.region", provider) + if envVar, ok := envVarsByPath[path]; ok { + vertexConfig.Region = "env." + envVar + } + // Otherwise keep actual value (no asterisk redaction) + + // Restore auth credentials if it came from env var + path = fmt.Sprintf("providers.%s.meta_config.auth_credentials", provider) + if envVar, ok := envVarsByPath[path]; ok { + vertexConfig.AuthCredentials = "env." + envVar + } + // Otherwise keep actual value (no asterisk redaction) + + return vertexConfig + + default: + return metaConfig + } +} + // SaveConfig writes the current configuration back to the original config file path func (s *ConfigStore) SaveConfig() error { if s.configPath == "" { return fmt.Errorf("no config path set - use LoadFromConfig first") } - return s.WriteConfigToFile(s.configPath) + return s.writeConfigToFile(s.configPath) } // parseMetaConfig converts raw JSON to the appropriate provider-specific meta config interface @@ -1263,7 +1423,5 @@ func (s *ConfigStore) autoDetectProviders() { if detectedCount > 0 { s.logger.Info(fmt.Sprintf("Auto-configured %d provider(s) from environment variables", detectedCount)) - } else { - s.logger.Info("No common provider environment variables detected. Use the web UI or configuration file to add providers.") } } diff --git a/transports/bifrost-http/main.go b/transports/bifrost-http/main.go index b8105f4dce..495089abf0 100644 --- a/transports/bifrost-http/main.go +++ b/transports/bifrost-http/main.go @@ -296,7 +296,7 @@ func main() { // Initialize logging plugin with app-dir based path loggingConfig := &logging.Config{ DatabasePath: logDir, - LogQueueSize: 1000, + LogQueueSize: store.ClientConfig.LogQueueSize, } loggingPlugin, err := logging.NewLoggerPlugin(loggingConfig, logger) diff --git a/transports/bifrost-http/plugins/logging/main.go b/transports/bifrost-http/plugins/logging/main.go index f20ef61b8b..97b9c07a43 100644 --- a/transports/bifrost-http/plugins/logging/main.go +++ b/transports/bifrost-http/plugins/logging/main.go @@ -7,6 +7,7 @@ import ( "context" "fmt" "sync" + "sync/atomic" "time" "github.com/dgraph-io/badger/v4" @@ -25,6 +26,7 @@ const ( // Index types ProviderIndex = "provider:" ModelIndex = "model:" + ObjectIndex = "object:" TimestampIndex = "timestamp:" StatusIndex = "status:" LatencyIndex = "latency:" @@ -119,15 +121,16 @@ type LogCallback func(*LogEntry) // LoggerPlugin implements the schemas.Plugin interface type LoggerPlugin struct { - config *Config - db *badger.DB - mu sync.RWMutex - stats *LogStats - logQueue chan *LogEntry - done chan struct{} - wg sync.WaitGroup - logger schemas.Logger - logCallback LogCallback // Callback for real-time log updates + config *Config + db *badger.DB + mu sync.RWMutex + stats *LogStats + logQueue chan *LogEntry + done chan struct{} + wg sync.WaitGroup + logger schemas.Logger + logCallback LogCallback // Callback for real-time log updates + droppedRequests atomic.Int64 } // NewLoggerPlugin creates a new logging plugin @@ -151,7 +154,7 @@ func NewLoggerPlugin(config *Config, logger schemas.Logger) (*LoggerPlugin, erro plugin := &LoggerPlugin{ config: config, db: db, - logQueue: make(chan *LogEntry, config.LogQueueSize), // Buffer for 1000 log entries + logQueue: make(chan *LogEntry, config.LogQueueSize), done: make(chan struct{}), logger: logger, stats: &LogStats{ @@ -277,8 +280,9 @@ func (p *LoggerPlugin) PostHook(ctx *context.Context, result *schemas.BifrostRes // Calculate latency latency := float64(time.Since(startTime).Milliseconds()) - // Create log entry + // Create log entry with guaranteed unique ID logEntry := &LogEntry{ + ID: uuid.New().String(), // Always generate a unique ID Timestamp: startTime, } @@ -308,11 +312,20 @@ func (p *LoggerPlugin) PostHook(ctx *context.Context, result *schemas.BifrostRes logEntry.Status = "success" if result != nil { - logEntry.ID = result.ID - logEntry.Object = result.Object + // Use result ID if available, otherwise keep the generated UUID + if result.ID != "" { + logEntry.ID = result.ID + } logEntry.Model = result.Model logEntry.Latency = &latency logEntry.TokenUsage = &result.Usage + logEntry.Object = result.Object + + if ctx != nil && result.Object == "" { + if object, ok := (*ctx).Value(RequestObjectKey).(string); ok { + logEntry.Object = object + } + } // Handle ExtraFields safely // Set provider if available @@ -324,10 +337,6 @@ func (p *LoggerPlugin) PostHook(ctx *context.Context, result *schemas.BifrostRes if result.ExtraFields.Params.Tools != nil { logEntry.Tools = result.ExtraFields.Params.Tools logEntry.Params = &result.ExtraFields.Params - - if result.ID == "" { - logEntry.ID = uuid.New().String() - } } // Extract chat history if available @@ -350,10 +359,12 @@ func (p *LoggerPlugin) PostHook(ctx *context.Context, result *schemas.BifrostRes if result.ExtraFields.ChatHistory != nil { logEntry.InputHistory = *result.ExtraFields.ChatHistory } else { - if chatHistory, ok := (*ctx).Value(RequestChatHistory).([]schemas.BifrostMessage); ok { - logEntry.InputHistory = chatHistory - } else { - logEntry.InputHistory = []schemas.BifrostMessage{} + if ctx != nil { + if chatHistory, ok := (*ctx).Value(RequestChatHistory).([]schemas.BifrostMessage); ok { + logEntry.InputHistory = chatHistory + } else { + logEntry.InputHistory = []schemas.BifrostMessage{} + } } } @@ -371,6 +382,7 @@ func (p *LoggerPlugin) PostHook(ctx *context.Context, result *schemas.BifrostRes default: // Queue is full, log warning but don't block the request p.logger.Warn("log queue is full, dropping log entry") + p.droppedRequests.Add(1) } return result, err, nil diff --git a/transports/bifrost-http/plugins/logging/utils.go b/transports/bifrost-http/plugins/logging/utils.go index 7642b9922c..2e7db2805d 100644 --- a/transports/bifrost-http/plugins/logging/utils.go +++ b/transports/bifrost-http/plugins/logging/utils.go @@ -60,6 +60,14 @@ func (p *LoggerPlugin) createIndexes(txn *badger.Txn, entry *LogEntry) error { } } + // Object index + if entry.Object != "" { + objectKey := fmt.Sprintf("%s%s%s:%d:%s", IndexPrefix, ObjectIndex, entry.Object, timestamp, entry.ID) + if err := txn.Set([]byte(objectKey), []byte(entry.ID)); err != nil { + return err + } + } + // Timestamp index timestampKey := fmt.Sprintf("%s%s%d:%s", IndexPrefix, TimestampIndex, timestamp, entry.ID) if err := txn.Set([]byte(timestampKey), []byte(entry.ID)); err != nil { @@ -93,13 +101,10 @@ func (p *LoggerPlugin) createIndexes(txn *badger.Txn, entry *LogEntry) error { return nil } -// SearchLogs searches for log entries based on filters and pagination options +// SearchLogs searches for log entries based on filters and pagination func (p *LoggerPlugin) SearchLogs(filters *SearchFilters, pagination *PaginationOptions) (*SearchResult, error) { - var result SearchResult - var successfulRequests int64 - var totalLatency float64 - var logsWithLatency int - var totalTokens int64 + p.mu.RLock() + defer p.mu.RUnlock() if pagination == nil { pagination = &PaginationOptions{ @@ -110,67 +115,46 @@ func (p *LoggerPlugin) SearchLogs(filters *SearchFilters, pagination *Pagination } } - // Initialize result stats - result.Stats.TotalRequests = 0 - result.Stats.SuccessRate = 0 - result.Stats.AverageLatency = 0 - result.Stats.TotalTokens = 0 - result.Pagination = *pagination + var matchingIDs []string + var allLogs []LogEntry + seenIDs := make(map[string]bool) + + // Statistics variables + var successfulRequests int64 + var totalLatency float64 + var totalTokens int64 + var logsWithLatency int64 err := p.db.View(func(txn *badger.Txn) error { - // Get matching IDs using indexes - var matchingIDs []string if filters != nil { + // Use indexes for efficient filtering matchingIDs = p.searchWithIndexes(txn, filters) } else { + // Fallback to full scan if indexing is disabled matchingIDs = p.searchFullScan(txn) } - // Early return if no matches - if len(matchingIDs) == 0 { - result.Stats.TotalRequests = 0 - return nil - } - - // Sort IDs based on pagination options - p.sortIDs(txn, matchingIDs, pagination.SortBy, pagination.Order) - - // Calculate total for stats - result.Stats.TotalRequests = int64(len(matchingIDs)) - - // Apply offset and limit for efficient pagination - start := pagination.Offset - if start >= len(matchingIDs) { - return nil - } - end := min(start+pagination.Limit, len(matchingIDs)) - pageIDs := matchingIDs[start:end] + // Fetch all matching logs, deduplicating by ID + for _, id := range matchingIDs { + if !seenIDs[id] { + if entry, err := p.getLogEntryByID(txn, id); err == nil && p.matchesFilters(entry, filters) { + allLogs = append(allLogs, *entry) + seenIDs[id] = true - // Fetch only the required log entries for the current page - for _, id := range pageIDs { - entry, err := p.getLogEntryByID(txn, id) - if err != nil { - continue - } - - // Verify the entry matches all filters - if p.matchesFilters(entry, filters) { - result.Logs = append(result.Logs, *entry) - - // Update statistics - if entry.Status == "success" { - successfulRequests++ - } - if entry.Latency != nil { - totalLatency += *entry.Latency - logsWithLatency++ - } - if entry.TokenUsage != nil { - totalTokens += int64(entry.TokenUsage.TotalTokens) + // Update statistics + if entry.Status == "success" { + successfulRequests++ + } + if entry.Latency != nil { + totalLatency += *entry.Latency + logsWithLatency++ + } + if entry.TokenUsage != nil { + totalTokens += int64(entry.TokenUsage.TotalTokens) + } } } } - return nil }) @@ -178,16 +162,43 @@ func (p *LoggerPlugin) SearchLogs(filters *SearchFilters, pagination *Pagination return nil, err } - // Calculate final statistics - if result.Stats.TotalRequests > 0 { - result.Stats.SuccessRate = float64(successfulRequests) / float64(result.Stats.TotalRequests) * 100 + // Sort logs based on pagination options + p.sortLogs(allLogs, pagination.SortBy, pagination.Order) + + // Apply pagination + total := len(allLogs) + start := pagination.Offset + end := min(pagination.Offset+pagination.Limit, total) + if start > total { + start = total } - if logsWithLatency > 0 { - result.Stats.AverageLatency = totalLatency / float64(logsWithLatency) + + // Calculate final statistics + var successRate float64 + if total > 0 { + successRate = float64(successfulRequests) / float64(total) * 100 } - result.Stats.TotalTokens = totalTokens - return &result, nil + var averageLatency float64 + if logsWithLatency > 0 { + averageLatency = totalLatency / float64(logsWithLatency) + } + + return &SearchResult{ + Logs: allLogs[start:end], + Pagination: *pagination, + Stats: struct { + TotalRequests int64 `json:"total_requests"` + SuccessRate float64 `json:"success_rate"` + AverageLatency float64 `json:"average_latency"` + TotalTokens int64 `json:"total_tokens"` + }{ + TotalRequests: int64(total), + SuccessRate: successRate, + AverageLatency: averageLatency, + TotalTokens: totalTokens, + }, + }, nil } // searchWithIndexes uses indexes to find matching log IDs efficiently @@ -232,6 +243,38 @@ func (p *LoggerPlugin) searchWithIndexes(txn *badger.Txn, filters *SearchFilters } } + if len(filters.Objects) > 0 { + objectIDs := p.searchByObjects(txn, filters.Objects) + if !hasFilters { + candidateIDs = objectIDs + hasFilters = true + } else { + candidateIDs = p.intersectIDLists(candidateIDs, objectIDs) + } + } + + // Latency range filtering (using buckets for efficiency) + if filters.MinLatency != nil || filters.MaxLatency != nil { + latencyIDs := p.searchByLatencyRange(txn, filters.MinLatency, filters.MaxLatency) + if !hasFilters { + candidateIDs = latencyIDs + hasFilters = true + } else { + candidateIDs = p.intersectIDLists(candidateIDs, latencyIDs) + } + } + + // Token range filtering (using buckets for efficiency) + if filters.MinTokens != nil || filters.MaxTokens != nil { + tokenIDs := p.searchByTokenRange(txn, filters.MinTokens, filters.MaxTokens) + if !hasFilters { + candidateIDs = tokenIDs + hasFilters = true + } else { + candidateIDs = p.intersectIDLists(candidateIDs, tokenIDs) + } + } + // If no filters were applied, return all logs if !hasFilters { return p.searchFullScan(txn) @@ -284,8 +327,8 @@ func (p *LoggerPlugin) searchByTimeRange(txn *badger.Txn, startTime, endTime *ti if err := item.Value(func(val []byte) error { ids = append(ids, string(val)) return nil - }); err == nil { - // Continue to next item + }); err != nil { + // Log error but continue processing } } } @@ -385,6 +428,136 @@ func (p *LoggerPlugin) searchByStatus(txn *badger.Txn, statuses []string) []stri return ids } +func (p *LoggerPlugin) searchByObjects(txn *badger.Txn, objects []string) []string { + idMap := make(map[string]bool) + + for _, object := range objects { + prefix := []byte(IndexPrefix + ObjectIndex + object + ":") + opts := badger.DefaultIteratorOptions + opts.PrefetchValues = false + it := txn.NewIterator(opts) + + for it.Seek(prefix); it.ValidForPrefix(prefix); it.Next() { + item := it.Item() + if err := item.Value(func(val []byte) error { + idMap[string(val)] = true + return nil + }); err == nil { + // Continue + } + } + it.Close() + } + + // Convert map to slice + var ids []string + for id := range idMap { + ids = append(ids, id) + } + + return ids +} + +func (p *LoggerPlugin) searchByLatencyRange(txn *badger.Txn, minLatency, maxLatency *float64) []string { + idMap := make(map[string]bool) + + // Determine which latency buckets to search + minBucket := 0 + maxBucket := int(math.Pow(10, 6)) // Very large bucket + + if minLatency != nil && *minLatency > 0 { + minBucket = getLatencyBucket(*minLatency) + } + if maxLatency != nil && *maxLatency > 0 { + maxBucket = getLatencyBucket(*maxLatency) + } + + // Search through relevant latency buckets + opts := badger.DefaultIteratorOptions + opts.PrefetchValues = false + it := txn.NewIterator(opts) + defer it.Close() + + prefix := []byte(IndexPrefix + LatencyIndex) + for it.Seek(prefix); it.ValidForPrefix(prefix); it.Next() { + item := it.Item() + key := string(item.Key()) + + // Extract bucket from key + parts := strings.Split(strings.TrimPrefix(key, IndexPrefix+LatencyIndex), ":") + if len(parts) >= 3 { + if bucket, err := strconv.Atoi(parts[0]); err == nil { + if bucket >= minBucket && bucket <= maxBucket { + if err := item.Value(func(val []byte) error { + idMap[string(val)] = true + return nil + }); err != nil { + // Log error but continue + } + } + } + } + } + + // Convert map to slice + var ids []string + for id := range idMap { + ids = append(ids, id) + } + + return ids +} + +func (p *LoggerPlugin) searchByTokenRange(txn *badger.Txn, minTokens, maxTokens *int) []string { + idMap := make(map[string]bool) + + // Determine which token buckets to search + minBucket := 0 + maxBucket := int(math.Pow(2, 20)) // Very large bucket + + if minTokens != nil && *minTokens > 0 { + minBucket = getTokenBucket(*minTokens) + } + if maxTokens != nil && *maxTokens > 0 { + maxBucket = getTokenBucket(*maxTokens) + } + + // Search through relevant token buckets + opts := badger.DefaultIteratorOptions + opts.PrefetchValues = false + it := txn.NewIterator(opts) + defer it.Close() + + prefix := []byte(IndexPrefix + TokenIndex) + for it.Seek(prefix); it.ValidForPrefix(prefix); it.Next() { + item := it.Item() + key := string(item.Key()) + + // Extract bucket from key + parts := strings.Split(strings.TrimPrefix(key, IndexPrefix+TokenIndex), ":") + if len(parts) >= 3 { + if bucket, err := strconv.Atoi(parts[0]); err == nil { + if bucket >= minBucket && bucket <= maxBucket { + if err := item.Value(func(val []byte) error { + idMap[string(val)] = true + return nil + }); err != nil { + // Log error but continue + } + } + } + } + } + + // Convert map to slice + var ids []string + for id := range idMap { + ids = append(ids, id) + } + + return ids +} + // intersectIDLists returns the intersection of two ID lists func (p *LoggerPlugin) intersectIDLists(list1, list2 []string) []string { if len(list1) == 0 || len(list2) == 0 { @@ -649,6 +822,9 @@ func getTokenBucket(tokens int) int { type LogManager interface { // Search searches for log entries based on filters and pagination Search(filters *SearchFilters, pagination *PaginationOptions) (*SearchResult, error) + + // Get the number of dropped requests + GetDroppedRequests() int64 } type PluginLogManager struct { @@ -659,6 +835,10 @@ func (p *PluginLogManager) Search(filters *SearchFilters, pagination *Pagination return p.plugin.SearchLogs(filters, pagination) } +func (p *PluginLogManager) GetDroppedRequests() int64 { + return p.plugin.droppedRequests.Load() +} + func (p *LoggerPlugin) GetPluginLogManager() *PluginLogManager { return &PluginLogManager{ plugin: p, diff --git a/transports/bifrost-http/ui/404.html b/transports/bifrost-http/ui/404.html index db7718c3aa..e06483eca3 100644 --- a/transports/bifrost-http/ui/404.html +++ b/transports/bifrost-http/ui/404.html @@ -1,4 +1,4 @@ -404: This page could not be found.Bifrost UI - AI Gateway Dashboard

404

This page could not be found.

\ No newline at end of file +

404

This page could not be found.

\ No newline at end of file diff --git a/transports/bifrost-http/ui/404/index.html b/transports/bifrost-http/ui/404/index.html index 81a144aea0..5fa12f34c7 100644 --- a/transports/bifrost-http/ui/404/index.html +++ b/transports/bifrost-http/ui/404/index.html @@ -1,4 +1,4 @@ -404: This page could not be found.Bifrost UI - AI Gateway Dashboard

404

This page could not be found.

\ No newline at end of file +

404

This page could not be found.

\ No newline at end of file diff --git a/transports/bifrost-http/ui/_next/static/build/_buildManifest.js b/transports/bifrost-http/ui/_next/static/build/_buildManifest.js index 7ab434c66f..2a6d077149 100644 --- a/transports/bifrost-http/ui/_next/static/build/_buildManifest.js +++ b/transports/bifrost-http/ui/_next/static/build/_buildManifest.js @@ -1 +1 @@ -self.__BUILD_MANIFEST=function(e,r,t){return{__rewrites:{afterFiles:[],beforeFiles:[],fallback:[]},__routerFilterStatic:{numItems:5,errorRate:1e-4,numBits:96,numHashes:14,bitArray:[1,0,0,r,1,e,r,r,e,r,r,e,e,e,e,r,r,e,r,e,r,r,e,r,r,r,e,e,e,r,r,e,e,r,e,e,r,r,r,e,e,r,e,r,e,r,r,e,r,e,r,r,e,r,e,e,e,e,e,e,e,e,r,e,r,e,e,e,e,e,r,e,r,r,e,r,e,e,e,e,e,e,e,e,e,e,r,e,r,r,r,e,r,e,r,e]},__routerFilterDynamic:{numItems:r,errorRate:1e-4,numBits:r,numHashes:null,bitArray:[]},"/_error":["static/chunks/pages/_error-cc3f077a18ea1793.js"],sortedPages:["/_app","/_error"]}}(1,0,1e-4),self.__BUILD_MANIFEST_CB&&self.__BUILD_MANIFEST_CB(); \ No newline at end of file +self.__BUILD_MANIFEST=function(e,r,t){return{__rewrites:{afterFiles:[],beforeFiles:[],fallback:[]},__routerFilterStatic:{numItems:6,errorRate:1e-4,numBits:116,numHashes:14,bitArray:[1,0,0,r,r,r,1,e,e,r,r,e,e,r,e,e,e,r,r,r,e,r,r,r,e,r,r,r,e,r,e,r,e,r,r,e,e,e,e,e,e,r,e,e,r,r,e,e,r,r,r,r,e,r,e,r,r,e,r,e,e,e,r,e,r,e,e,e,r,e,r,e,r,e,r,r,e,r,r,r,e,r,r,e,e,e,e,r,e,e,r,e,e,r,r,r,r,r,e,e,r,e,e,e,r,e,e,e,r,r,e,e,e,r,e,r]},__routerFilterDynamic:{numItems:r,errorRate:1e-4,numBits:r,numHashes:null,bitArray:[]},"/_error":["static/chunks/pages/_error-cc3f077a18ea1793.js"],sortedPages:["/_app","/_error"]}}(1,0,1e-4),self.__BUILD_MANIFEST_CB&&self.__BUILD_MANIFEST_CB(); \ No newline at end of file diff --git a/transports/bifrost-http/ui/_next/static/chunks/154-7b9dae231ea16969.js b/transports/bifrost-http/ui/_next/static/chunks/154-7b9dae231ea16969.js deleted file mode 100644 index fc2087bd5d..0000000000 --- a/transports/bifrost-http/ui/_next/static/chunks/154-7b9dae231ea16969.js +++ /dev/null @@ -1,124 +0,0 @@ -(self.webpackChunk_N_E=self.webpackChunk_N_E||[]).push([[154],{3052:(e,t,r)=>{"use strict";r.d(t,{A:()=>s});let s=(0,r(9946).A)("chevron-right",[["path",{d:"m9 18 6-6-6-6",key:"mthhwq"}]])},3786:(e,t,r)=>{"use strict";r.d(t,{A:()=>s});let s=(0,r(9946).A)("external-link",[["path",{d:"M15 3h6v6",key:"1q9fwt"}],["path",{d:"M10 14 21 3",key:"gplh6r"}],["path",{d:"M18 13v6a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V8a2 2 0 0 1 2-2h6",key:"a6xqqp"}]])},5040:(e,t,r)=>{"use strict";r.d(t,{A:()=>s});let s=(0,r(9946).A)("book-open",[["path",{d:"M12 7v14",key:"1akyts"}],["path",{d:"M3 18a1 1 0 0 1-1-1V4a1 1 0 0 1 1-1h5a4 4 0 0 1 4 4 4 4 0 0 1 4-4h5a1 1 0 0 1 1 1v13a1 1 0 0 1-1 1h-6a3 3 0 0 0-3 3 3 3 0 0 0-3-3z",key:"ruj8y"}]])},5688:e=>{e.exports={style:{fontFamily:"'Geist', 'Geist Fallback'",fontStyle:"normal"},className:"__className_5cfdac",variable:"__variable_5cfdac"}},5695:(e,t,r)=>{"use strict";var s=r(8999);r.o(s,"usePathname")&&r.d(t,{usePathname:function(){return s.usePathname}}),r.o(s,"useSearchParams")&&r.d(t,{useSearchParams:function(){return s.useSearchParams}})},7109:(e,t,r)=>{"use strict";r.d(t,{V:()=>N});var s=r(5695),i=r(2115);function n(e,t,r){return Math.max(t,Math.min(e,r))}function o(e,t){return"rtl"===t?(1-e)*100:(-1+e)*100}function a(e,t,r){if("string"==typeof t)void 0!==r&&(e.style[t]=r);else for(let r in t)if(t.hasOwnProperty(r)){let s=t[r];void 0!==s&&(e.style[r]=s)}}function l(e,t){e.classList.add(t)}function c(e,t){e.classList.remove(t)}function u(e){e&&e.parentNode&&e.parentNode.removeChild(e)}var p={minimum:.08,maximum:1,template:`
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svg{pointer-events:none}.\[\&_svg\]\:invisible svg{visibility:hidden}.\[\&_svg\]\:shrink-0 svg{flex-shrink:0}.\[\&_svg\:not\(\[class\*\=\'size-\'\]\)\]\:size-4 svg:not([class*=size-]){width:calc(var(--spacing)*4);height:calc(var(--spacing)*4)}.\[\&_svg\:not\(\[class\*\=\'text-\'\]\)\]\:text-muted-foreground svg:not([class*=text-]){color:var(--muted-foreground)}.\[\&_tr\]\:border-b tr{border-bottom-style:var(--tw-border-style);border-bottom-width:1px}.\[\&_tr\:last-child\]\:border-0 tr:last-child{border-style:var(--tw-border-style);border-width:0}.\[\&\:has\(\[role\=checkbox\]\)\]\:pr-0:has([role=checkbox]){padding-right:calc(var(--spacing)*0)}.\[\.border-b\]\:pb-6.border-b{padding-bottom:calc(var(--spacing)*6)}.\[\.border-t\]\:pt-6.border-t{padding-top:calc(var(--spacing)*6)}:is(.\*\:\[span\]\:last\:flex>*):is(span):last-child{display:flex}:is(.\*\:\[span\]\:last\:items-center>*):is(span):last-child{align-items:center}:is(.\*\:\[span\]\:last\:gap-2>*):is(span):last-child{gap:calc(var(--spacing)*2)}:is(.data-\[variant\=destructive\]\:\*\:\[svg\]\:\!text-destructive[data-variant=destructive]>*):is(svg){color:var(--destructive)!important}.\[\&\>\[role\=checkbox\]\]\:translate-y-\[2px\]>[role=checkbox]{--tw-translate-y:2px;translate:var(--tw-translate-x)var(--tw-translate-y)}.\[\&\>button\]\:hidden>button{display:none}.\[\&\>span\:last-child\]\:truncate>span:last-child{text-overflow:ellipsis;white-space:nowrap;overflow:hidden}.\[\&\>svg\]\:pointer-events-none>svg{pointer-events:none}.\[\&\>svg\]\:size-3>svg{width:calc(var(--spacing)*3);height:calc(var(--spacing)*3)}.\[\&\>svg\]\:size-4>svg{width:calc(var(--spacing)*4);height:calc(var(--spacing)*4)}.\[\&\>svg\]\:shrink-0>svg{flex-shrink:0}.\[\&\>svg\]\:translate-y-0\.5>svg{--tw-translate-y:calc(var(--spacing)*.5);translate:var(--tw-translate-x)var(--tw-translate-y)}.\[\&\>svg\]\:text-current>svg{color:currentColor}.\[\&\>svg\]\:text-sidebar-accent-foreground>svg{color:var(--sidebar-accent-foreground)}.\[\&\>tr\]\:last\:border-b-0>tr:last-child{border-bottom-style:var(--tw-border-style);border-bottom-width:0}.\[\&\[data-state\=open\]\>svg\]\:rotate-180[data-state=open]>svg{rotate:180deg}[data-side=left][data-collapsible=offcanvas] .\[\[data-side\=left\]\[data-collapsible\=offcanvas\]_\&\]\:-right-2{right:calc(var(--spacing)*-2)}[data-side=left][data-state=collapsed] .\[\[data-side\=left\]\[data-state\=collapsed\]_\&\]\:cursor-e-resize{cursor:e-resize}[data-side=right][data-collapsible=offcanvas] .\[\[data-side\=right\]\[data-collapsible\=offcanvas\]_\&\]\:-left-2{left:calc(var(--spacing)*-2)}[data-side=right][data-state=collapsed] .\[\[data-side\=right\]\[data-state\=collapsed\]_\&\]\:cursor-w-resize{cursor:w-resize}@media (hover:hover){a.\[a\&\]\:hover\:bg-accent:hover{background-color:var(--accent)}a.\[a\&\]\:hover\:bg-destructive\/90:hover{background-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){a.\[a\&\]\:hover\:bg-destructive\/90:hover{background-color:color-mix(in oklab,var(--destructive)90%,transparent)}}a.\[a\&\]\:hover\:bg-green-700\/90:hover{background-color:#008138e6}@supports (color:color-mix(in lab,red,red)){a.\[a\&\]\:hover\:bg-green-700\/90:hover{background-color:color-mix(in oklab,var(--color-green-700)90%,transparent)}}a.\[a\&\]\:hover\:bg-primary\/90:hover{background-color:var(--primary)}@supports (color:color-mix(in lab,red,red)){a.\[a\&\]\:hover\:bg-primary\/90:hover{background-color:color-mix(in oklab,var(--primary)90%,transparent)}}a.\[a\&\]\:hover\:bg-secondary\/90:hover{background-color:var(--secondary)}@supports (color:color-mix(in lab,red,red)){a.\[a\&\]\:hover\:bg-secondary\/90:hover{background-color:color-mix(in oklab,var(--secondary)90%,transparent)}}a.\[a\&\]\:hover\:text-accent-foreground:hover{color:var(--accent-foreground)}}}@property --tw-animation-delay{syntax:"*";inherits:false;initial-value:0s}@property --tw-animation-direction{syntax:"*";inherits:false;initial-value:normal}@property --tw-animation-duration{syntax:"*";inherits:false}@property --tw-animation-fill-mode{syntax:"*";inherits:false;initial-value:none}@property --tw-animation-iteration-count{syntax:"*";inherits:false;initial-value:1}@property --tw-enter-opacity{syntax:"*";inherits:false;initial-value:1}@property --tw-enter-rotate{syntax:"*";inherits:false;initial-value:0}@property --tw-enter-scale{syntax:"*";inherits:false;initial-value:1}@property --tw-enter-translate-x{syntax:"*";inherits:false;initial-value:0}@property --tw-enter-translate-y{syntax:"*";inherits:false;initial-value:0}@property --tw-exit-opacity{syntax:"*";inherits:false;initial-value:1}@property --tw-exit-rotate{syntax:"*";inherits:false;initial-value:0}@property --tw-exit-scale{syntax:"*";inherits:false;initial-value:1}@property --tw-exit-translate-x{syntax:"*";inherits:false;initial-value:0}@property --tw-exit-translate-y{syntax:"*";inherits:false;initial-value:0}:root{--radius:.625rem;--background:oklch(100% 0 0);--foreground:oklch(14.1% .005 285.823);--card:oklch(100% 0 0);--card-foreground:oklch(14.1% .005 285.823);--popover:oklch(100% 0 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.015 286.067)}.dark{--background:oklch(14.1% .005 285.823);--foreground:oklch(98.5% 0 0);--card:oklch(21% .006 285.885);--card-foreground:oklch(98.5% 0 0);--popover:oklch(21% .006 285.885);--popover-foreground:oklch(98.5% 0 0);--primary:oklch(92% .004 286.32);--primary-foreground:oklch(21% .006 285.885);--secondary:oklch(27.4% .006 286.033);--secondary-foreground:oklch(98.5% 0 0);--muted:oklch(27.4% .006 286.033);--muted-foreground:oklch(70.5% .015 286.067);--accent:oklch(27.4% .006 286.033);--accent-foreground:oklch(98.5% 0 0);--destructive:oklch(70.4% .191 22.216);--border:oklch(100% 0 0/.1);--input:oklch(100% 0 0/.15);--ring:oklch(55.2% .016 285.938);--chart-1:oklch(48.8% .243 264.376);--chart-2:oklch(69.6% .17 162.48);--chart-3:oklch(76.9% .188 70.08);--chart-4:oklch(62.7% .265 303.9);--chart-5:oklch(64.5% .246 16.439);--sidebar:oklch(21% .006 285.885);--sidebar-foreground:oklch(98.5% 0 0);--sidebar-primary:oklch(48.8% .243 264.376);--sidebar-primary-foreground:oklch(98.5% 0 0);--sidebar-accent:oklch(27.4% .006 286.033);--sidebar-accent-foreground:oklch(98.5% 0 0);--sidebar-border:oklch(100% 0 0/.1);--sidebar-ring:oklch(55.2% .016 285.938)}@property --tw-translate-x{syntax:"*";inherits:false;initial-value:0}@property --tw-translate-y{syntax:"*";inherits:false;initial-value:0}@property --tw-translate-z{syntax:"*";inherits:false;initial-value:0}@property --tw-scale-x{syntax:"*";inherits:false;initial-value:1}@property --tw-scale-y{syntax:"*";inherits:false;initial-value:1}@property --tw-scale-z{syntax:"*";inherits:false;initial-value:1}@property --tw-rotate-x{syntax:"*";inherits:false}@property --tw-rotate-y{syntax:"*";inherits:false}@property --tw-rotate-z{syntax:"*";inherits:false}@property --tw-skew-x{syntax:"*";inherits:false}@property --tw-skew-y{syntax:"*";inherits:false}@property --tw-space-y-reverse{syntax:"*";inherits:false;initial-value:0}@property --tw-space-x-reverse{syntax:"*";inherits:false;initial-value:0}@property --tw-border-style{syntax:"*";inherits:false;initial-value:solid}@property --tw-gradient-position{syntax:"*";inherits:false}@property --tw-gradient-from{syntax:"";inherits:false;initial-value:#0000}@property --tw-gradient-via{syntax:"";inherits:false;initial-value:#0000}@property --tw-gradient-to{syntax:"";inherits:false;initial-value:#0000}@property --tw-gradient-stops{syntax:"*";inherits:false}@property --tw-gradient-via-stops{syntax:"*";inherits:false}@property --tw-gradient-from-position{syntax:"";inherits:false;initial-value:0}@property --tw-gradient-via-position{syntax:"";inherits:false;initial-value:50%}@property --tw-gradient-to-position{syntax:"";inherits:false;initial-value:100%}@property --tw-leading{syntax:"*";inherits:false}@property --tw-font-weight{syntax:"*";inherits:false}@property --tw-tracking{syntax:"*";inherits:false}@property --tw-ordinal{syntax:"*";inherits:false}@property --tw-slashed-zero{syntax:"*";inherits:false}@property 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Configuration
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Get automatic failover, intelligent load balancing, and zero-downtime deployments."}]],"error":null,"digest":"$undefined"} +11:{"metadata":[["$","title","0",{"children":"Bifrost - The fastest LLM gateway"}],["$","meta","1",{"name":"description","content":"Production-ready fastest LLM gateway that connects to 8+ providers through a single API. Get automatic failover, load balancing, mcp support and zero-downtime deployments."}],["$","link","2",{"rel":"icon","href":"/favicon.ico","type":"image/x-icon","sizes":"16x16"}]],"error":null,"digest":"$undefined"} 19:{"metadata":"$11:metadata","error":null,"digest":"$undefined"} diff --git a/transports/bifrost-http/ui/docs/index.html b/transports/bifrost-http/ui/docs/index.html index 7271494bc1..b267534464 100644 --- a/transports/bifrost-http/ui/docs/index.html +++ b/transports/bifrost-http/ui/docs/index.html @@ -1,4 +1,4 @@ -Bifrost UI - AI Gateway Dashboard
Documentation
Documentation
Power Up Your Bifrost Stack

Everything you need to know about building production AI applications with Bifrost

View Full DocumentationQuick Start Guide
Popular
Quick Start
Get Bifrost running in under 30 seconds
  • HTTP Transport Setup
  • Go Package Usage
  • Docker Guide
Read More
Architecture
Deep dive into Bifrost's design and performance
  • System Overview
  • Request Flow
  • Concurrency Model
  • Design Decisions
Read More
Comprehensive
Usage Guides
Complete API reference and configuration guides
  • Providers Setup
  • Key Management
  • Error Handling
  • Memory & Networking
Read More
Contributing
Help improve Bifrost for everyone
  • Contributing Guide
  • Adding Providers
  • Plugin Development
  • Code Conventions
Read More
Integration Examples
Practical examples and testing code
  • OpenAI Integration
  • Anthropic Integration
  • GenAI Integration
  • Migration Guides
Read More
Benchmarks
Performance metrics and guides
  • 5K RPS Test Results
  • Performance Metrics
  • Configuration Tuning
  • Hardware Comparisons
Read More
MCP Documentation
Comprehensive guide to Model Context Protocol integration

Learn how to build sophisticated AI agents with MCP support, tool calling, and external integrations.

View MCP Guide
Configuration Reference
Complete reference for all configuration options

Detailed documentation on provider setup, key management, and advanced configuration options.

Configuration Docs
\ No newline at end of file +
Documentation
Documentation
Power Up Your Bifrost Stack

Everything you need to know about building production AI applications with Bifrost

View Full DocumentationQuick Start Guide
Popular
Quick Start
Get Bifrost running in under 30 seconds
  • HTTP Transport Setup
  • Go Package Usage
  • Docker Guide
Read More
Architecture
Deep dive into Bifrost's design and performance
  • System Overview
  • Request Flow
  • Concurrency Model
  • Design Decisions
Read More
Comprehensive
Usage Guides
Complete API reference and configuration guides
  • Providers Setup
  • Key Management
  • Error Handling
  • Memory & Networking
Read More
Contributing
Help improve Bifrost for everyone
  • Contributing Guide
  • Adding Providers
  • Plugin Development
  • Code Conventions
Read More
Integration Examples
Practical examples and testing code
  • OpenAI Integration
  • Anthropic Integration
  • GenAI Integration
  • Migration Guides
Read More
Benchmarks
Performance metrics and guides
  • 5K RPS Test Results
  • Performance Metrics
  • Configuration Tuning
  • Hardware Comparisons
Read More
MCP Documentation
Comprehensive guide to Model Context Protocol integration

Learn how to build sophisticated AI agents with MCP support, tool calling, and external integrations.

View MCP Guide
Configuration Reference
Complete reference for all configuration options

Detailed documentation on provider setup, key management, and advanced configuration options.

Configuration Docs
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Plugins
Plugin EcosystemBeta
Supercharge Bifrost

Extend Bifrost with powerful plugins for observability, testing, security, and custom business logic. Full support in Go SDK, with HTTP transport integration in active development.

Browse All PluginsBuild Your Own

Featured Plugins

Production-ready plugins with varying levels of HTTP transport support

Production
Maxim Logger
Observability
Advanced LLM observability, tracing, and analytics platform integration

Key Features

Real-time LLM tracing
Performance analytics
Cost tracking
Command Line
bifrost-http --plugins maxim
Source CodePlugin Documentation
Production
Response Mocker
Development
Mock AI responses for testing, development, and cost-effective prototyping

Key Features

Configurable mock responses
Request pattern matching
Development environment support
HTTP transport support coming soon
Source CodePlugin Documentation
Available
Circuit Breaker
Reliability
Resilience patterns for handling provider failures and preventing cascade errors

Key Features

Automatic failure detection
Fallback mechanisms
Rate limiting
HTTP transport support coming soon
Source CodePlugin Documentation

Usage Patterns

Multiple ways to integrate plugins into your workflow

HTTP Transport
Maxim plugin only (for now)
bifrost-http --plugins maxim

Additional plugins coming soon

Docker Deployment
Environment variables
docker run -e APP_PLUGINS=maxim

Additional plugins coming soon

Go SDK
Full plugin ecosystem
Plugins: []schemas.Plugin{...}

All plugins available

Coming Soon

Exciting plugins currently in development

Redis Cache
Coming Soon
High-performance caching layer with Redis backend
Auth Guard
Coming Soon
Enterprise authentication and authorization middleware
Rate Limiter
Coming Soon
Advanced rate limiting with multiple strategies

Join the Plugin Ecosystem

Contribute to the growing collection of Bifrost plugins or build your own custom solutions

Plugin RepositoryDevelopment GuideArchitecture Docs
\ No newline at end of file +
Plugins
Plugin EcosystemBeta
Supercharge Bifrost

Extend Bifrost with powerful plugins for observability, testing, security, and custom business logic. Full support in Go SDK, with HTTP transport integration in active development.

Browse All PluginsBuild Your Own

Featured Plugins

Production-ready plugins with varying levels of HTTP transport support

Production
Maxim Logger
Observability
Advanced LLM observability, tracing, and analytics platform integration

Key Features

Real-time LLM tracing
Performance analytics
Cost tracking
Command Line
bifrost-http --plugins maxim
Source CodePlugin Documentation
Production
Response Mocker
Development
Mock AI responses for testing, development, and cost-effective prototyping

Key Features

Configurable mock responses
Request pattern matching
Development environment support
HTTP transport support coming soon
Source CodePlugin Documentation
Available
Circuit Breaker
Reliability
Resilience patterns for handling provider failures and preventing cascade errors

Key Features

Automatic failure detection
Fallback mechanisms
Rate limiting
HTTP transport support coming soon
Source CodePlugin Documentation

Usage Patterns

Multiple ways to integrate plugins into your workflow

HTTP Transport
Maxim plugin only (for now)
bifrost-http --plugins maxim

Additional plugins coming soon

Docker Deployment
Environment variables
docker run -e APP_PLUGINS=maxim

Additional plugins coming soon

Go SDK
Full plugin ecosystem
Plugins: []schemas.Plugin{...}

All plugins available

Coming Soon

Exciting plugins currently in development

Redis Cache
Coming Soon
High-performance caching layer with Redis backend
Auth Guard
Coming Soon
Enterprise authentication and authorization middleware
Rate Limiter
Coming Soon
Advanced rate limiting with multiple strategies

Join the Plugin Ecosystem

Contribute to the growing collection of Bifrost plugins or build your own custom solutions

Plugin RepositoryDevelopment GuideArchitecture Docs
\ No newline at end of file diff --git a/transports/bifrost-http/ui/plugins/index.txt b/transports/bifrost-http/ui/plugins/index.txt index db2f1d5c2b..f88bb48dcf 100644 --- a/transports/bifrost-http/ui/plugins/index.txt +++ b/transports/bifrost-http/ui/plugins/index.txt @@ -1,9 +1,9 @@ 1:"$Sreact.fragment" -2:I[7942,["867","static/chunks/867-ee04be25d0141432.js","213","static/chunks/213-672494f56acc68a6.js","874","static/chunks/874-37fb0661d0af7eec.js","473","static/chunks/473-3e3a48663e3561da.js","154","static/chunks/154-7b9dae231ea16969.js","177","static/chunks/app/layout-e528237e8bb14184.js"],"default"] -3:I[9304,["867","static/chunks/867-ee04be25d0141432.js","213","static/chunks/213-672494f56acc68a6.js","874","static/chunks/874-37fb0661d0af7eec.js","473","static/chunks/473-3e3a48663e3561da.js","154","static/chunks/154-7b9dae231ea16969.js","177","static/chunks/app/layout-e528237e8bb14184.js"],"ThemeProvider"] 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single API. Get automatic failover, intelligent load balancing, and zero-downtime deployments."}]],"error":null,"digest":"$undefined"} +14:{"metadata":[["$","title","0",{"children":"Bifrost - The fastest LLM gateway"}],["$","meta","1",{"name":"description","content":"Production-ready fastest LLM gateway that connects to 8+ providers through a single API. Get automatic failover, load balancing, mcp support and zero-downtime deployments."}],["$","link","2",{"rel":"icon","href":"/favicon.ico","type":"image/x-icon","sizes":"16x16"}]],"error":null,"digest":"$undefined"} 1c:{"metadata":"$14:metadata","error":null,"digest":"$undefined"} diff --git a/transports/go.mod b/transports/go.mod index 68d090bba6..e437da7a92 100644 --- a/transports/go.mod +++ b/transports/go.mod @@ -14,8 +14,6 @@ require ( google.golang.org/genai v1.4.0 ) -replace github.com/maximhq/bifrost/core => ../core - require ( cloud.google.com/go v0.121.0 // indirect cloud.google.com/go/auth v0.16.0 // indirect diff --git a/ui/app/config/page.tsx b/ui/app/config/page.tsx index 33dc0998e9..210d46861f 100644 --- a/ui/app/config/page.tsx +++ b/ui/app/config/page.tsx @@ -2,11 +2,9 @@ import { useState, useEffect } from "react"; import Header from "@/components/header"; -import { CardDescription, CardHeader, CardTitle } from "@/components/ui/card"; import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs"; -import { Button } from "@/components/ui/button"; import { Badge } from "@/components/ui/badge"; -import { Settings, Database, Zap, Save, RefreshCw } from "lucide-react"; +import { Settings, Database, Zap } from "lucide-react"; import { useToast } from "@/hooks/use-toast"; import { ProviderResponse } from "@/lib/types/config"; import { apiService } from "@/lib/api"; @@ -15,7 +13,6 @@ import ProvidersList from "@/components/config/providers-list"; import MCPClientsList from "@/components/config/mcp-clients-lists"; import { MCPClient } from "@/lib/types/mcp"; import FullPageLoader from "@/components/full-page-loader"; -import { Tooltip, TooltipContent, TooltipProvider, TooltipTrigger } from "@/components/ui/tooltip"; export default function ConfigPage() { const [activeTab, setActiveTab] = useState("providers"); @@ -63,23 +60,6 @@ export default function ConfigPage() { setMcpClients(data || []); }; - const handleSaveConfig = async () => { - const [, error] = await apiService.saveConfig(); - - if (error) { - toast({ - title: "Error", - description: error, - variant: "destructive", - }); - } else { - toast({ - title: "Success", - description: "Configuration saved successfully", - }); - } - }; - return (
@@ -88,23 +68,9 @@ export default function ConfigPage() { ) : (
{/* Page Header */} -
-
-

Configuration

-

Configure AI providers, API keys, and system settings for your Bifrost instance.

-
- - - - - - - Persist configuration for next server start. - - +
+

Configuration

+

Configure AI providers, API keys, and system settings for your Bifrost instance.

{/* Configuration Tabs */} diff --git a/ui/app/docs/page.tsx b/ui/app/docs/page.tsx index c5ef9ecb53..7eb7203e06 100644 --- a/ui/app/docs/page.tsx +++ b/ui/app/docs/page.tsx @@ -57,7 +57,7 @@ export default function DocsPage() { return (
-
+
{/* Header */}
diff --git a/ui/app/favicon.ico b/ui/app/favicon.ico new file mode 100644 index 0000000000..30e09b22d5 Binary files /dev/null and b/ui/app/favicon.ico differ diff --git a/ui/app/layout.tsx b/ui/app/layout.tsx index 1f2325f9fa..9e0a7f1698 100644 --- a/ui/app/layout.tsx +++ b/ui/app/layout.tsx @@ -18,9 +18,9 @@ const geistMono = Geist_Mono({ }); export const metadata: Metadata = { - title: "Bifrost UI - AI Gateway Dashboard", + title: "Bifrost - The fastest LLM gateway", description: - "Production-ready AI gateway that connects to 8+ providers through a single API. Get automatic failover, intelligent load balancing, and zero-downtime deployments.", + "Production-ready fastest LLM gateway that connects to 8+ providers through a single API. Get automatic failover, load balancing, mcp support and zero-downtime deployments.", }; export default function RootLayout({ children }: { children: React.ReactNode }) { @@ -32,7 +32,7 @@ export default function RootLayout({ children }: { children: React.ReactNode }) -
{children}
+
{children}
 diff --git a/ui/app/plugins/page.tsx b/ui/app/plugins/page.tsx index 7c1d7099c8..1166c1b7c5 100644 --- a/ui/app/plugins/page.tsx +++ b/ui/app/plugins/page.tsx @@ -104,7 +104,7 @@ export default function PluginsPage() { return (
-
+
{/* Hero Section */}
@@ -354,7 +354,7 @@ export default function PluginsPage() { {/* Community & Resources */} -
+

Join the Plugin Ecosystem

diff --git a/ui/components/config/core-settings-list.tsx b/ui/components/config/core-settings-list.tsx index 00240ad561..d746aeabbe 100644 --- a/ui/components/config/core-settings-list.tsx +++ b/ui/components/config/core-settings-list.tsx @@ -17,19 +17,36 @@ export default function CoreSettingsList() { const [config, setConfig] = useState({ drop_excess_requests: false, initial_pool_size: 300, + log_queue_size: 1000, }); + const [droppedRequests, setDroppedRequests] = useState(0); const [isLoading, setIsLoading] = useState(true); const [localValues, setLocalValues] = useState<{ initial_pool_size: string; prometheus_labels: string; + log_queue_size: string; }>({ initial_pool_size: "300", prometheus_labels: "", + log_queue_size: "1000", }); + useEffect(() => { + const fetchDroppedRequests = async () => { + const [response, error] = await apiService.getDroppedRequests(); + if (error) { + toast.error(error); + } else if (response) { + setDroppedRequests(response.dropped_requests); + } + }; + fetchDroppedRequests(); + }, []); + // Use refs to store timeout IDs const poolSizeTimeoutRef = useRef(undefined); const prometheusLabelsTimeoutRef = useRef(undefined); + const logQueueSizeTimeoutRef = useRef(undefined); useEffect(() => { const fetchConfig = async () => { @@ -41,6 +58,7 @@ export default function CoreSettingsList() { setLocalValues({ initial_pool_size: coreConfig.initial_pool_size?.toString() || "300", prometheus_labels: coreConfig.prometheus_labels || "", + log_queue_size: coreConfig.log_queue_size?.toString() || "1000", }); } setIsLoading(false); @@ -78,7 +96,7 @@ export default function CoreSettingsList() { // Set new timeout poolSizeTimeoutRef.current = setTimeout(() => { - const numValue = parseInt(value); + const numValue = Number.parseInt(value); if (!isNaN(numValue) && numValue > 0) { updateConfig("initial_pool_size", numValue); } @@ -104,6 +122,26 @@ export default function CoreSettingsList() { [updateConfig], ); + const handleLogQueueSizeChange = useCallback( + (value: string) => { + setLocalValues((prev) => ({ ...prev, log_queue_size: value })); + + // Clear existing timeout + if (logQueueSizeTimeoutRef.current) { + clearTimeout(logQueueSizeTimeoutRef.current); + } + + // Set new timeout + logQueueSizeTimeoutRef.current = setTimeout(() => { + const numValue = Number.parseInt(value); + if (!isNaN(numValue) && numValue > 0) { + updateConfig("log_queue_size", numValue); + } + }, 1000); + }, + [updateConfig], + ); + // Cleanup timeouts on unmount useEffect(() => { return () => { @@ -113,6 +151,9 @@ export default function CoreSettingsList() { if (prometheusLabelsTimeoutRef.current) { clearTimeout(prometheusLabelsTimeoutRef.current); } + if (logQueueSizeTimeoutRef.current) { + clearTimeout(logQueueSizeTimeoutRef.current); + } }; }, []); @@ -134,10 +175,13 @@ export default function CoreSettingsList() { {/* Drop Excess Requests */}

- +

If enabled, Bifrost will drop requests that exceed pool capacity.

handleConfigChange("drop_excess_requests", checked)} /> @@ -148,17 +192,20 @@ export default function CoreSettingsList() { - The settings below won't affect current connections. You will need to save the configuration for changes to take effect on the - next restart. + The settings below require a Bifrost service restart to take effect. Current connections will continue with existing settings + until restart.
- +

The initial connection pool size.

+
+
+ +

+ Additional logs will be dropped if the queue is full. Bifrost has dropped{" "} + {droppedRequests} logs so far. +

+
+ handleLogQueueSizeChange(e.target.value)} + min="1" + /> +
+
- +

Comma-separated list of custom labels to add to the Prometheus metrics.