GovAI/server/pkg/llm/manager.go

package llm

import (
	"bufio"
	"context"
	"encoding/json"
	"fmt"
	"io"
	"strings"
	"sync"
	"time"

	"github.com/jackc/pgx/v5/pgxpool"
)

// Manager manages multiple LLM providers and routes requests.
type Manager struct {
	providers map[string]Provider
	fallback  string
	pool      *pgxpool.Pool
	cache     map[string]providerCacheEntry
	cacheMu   sync.RWMutex
	cacheTTL  time.Duration
}

type providerCacheEntry struct {
	provider  Provider
	updatedAt time.Time
}

func NewManager() *Manager {
	return &Manager{
		providers: make(map[string]Provider),
		cache:     make(map[string]providerCacheEntry),
		cacheTTL:  5 * time.Minute, // 缓存 5 分钟
	}
}

// SetPool 设置数据库连接池，用于从数据库加载 providers
func (m *Manager) SetPool(pool *pgxpool.Pool) {
	m.pool = pool
}

func (m *Manager) Register(name string, provider Provider) {
	m.providers[name] = provider
	if m.fallback == "" {
		m.fallback = name
	}
}

func (m *Manager) SetFallback(name string) {
	m.fallback = name
}

// LoadProvidersFromDB 从数据库加载所有激活的 providers
func (m *Manager) LoadProvidersFromDB(ctx context.Context) error {
	if m.pool == nil {
		return fmt.Errorf("database pool not set")
	}

	rows, err := m.pool.Query(ctx, `
		SELECT id, name, base_url, api_key_encrypted, models, config
		FROM model_providers
		WHERE is_active = true
		ORDER BY priority DESC, created_at
	`)
	if err != nil {
		return fmt.Errorf("query providers: %w", err)
	}
	defer rows.Close()

	for rows.Next() {
		var (
			id, name, baseURL, apiKey string
			modelsJSON, configJSON    []byte
		)
		if err := rows.Scan(&id, &name, &baseURL, &apiKey, &modelsJSON, &configJSON); err != nil {
			return fmt.Errorf("scan provider: %w", err)
		}

		var config map[string]any
		if err := json.Unmarshal(configJSON, &config); err != nil {
			return fmt.Errorf("unmarshal config: %w", err)
		}

		// 根据 config.provider 类型创建对应的 provider
		providerType, _ := config["provider"].(string)
		if providerType == "" {
			providerType = "openai" // 默认 OpenAI 兼容
		}

		var provider Provider
		switch providerType {
		case "openai":
			provider = NewOpenAIProvider(apiKey, baseURL, "")
		case "anthropic":
			provider = NewAnthropicProvider(apiKey, baseURL, "")
		default:
			return fmt.Errorf("unsupported provider type: %s", providerType)
		}

		// 使用 provider ID 作为 key
		m.Register(id, provider)

		// 缓存
		m.cacheMu.Lock()
		m.cache[id] = providerCacheEntry{
			provider:  provider,
			updatedAt: time.Now(),
		}
		m.cacheMu.Unlock()
	}

	return rows.Err()
}

// GetActiveProvider 获取优先级最高的激活 provider
func (m *Manager) GetActiveProvider(ctx context.Context) (Provider, error) {
	provider, _, err := m.GetActiveProviderWithModel(ctx)
	return provider, err
}

// GetActiveProviderWithModel 获取优先级最高的激活 provider 及其默认模型
func (m *Manager) GetActiveProviderWithModel(ctx context.Context) (Provider, string, error) {
	if m.pool == nil {
		// 如果没有数据库连接，使用注册的 fallback
		if p, ok := m.providers[m.fallback]; ok {
			return p, "", nil // 降级时返回空模型名，使用应用配置
		}
		return nil, "", fmt.Errorf("no active provider")
	}

	// 从数据库获取优先级最高的激活 provider
	var id, baseURL, apiKey string
	var configJSON []byte
	err := m.pool.QueryRow(ctx, `
		SELECT id, base_url, api_key_encrypted, config
		FROM model_providers
		WHERE is_active = true
		ORDER BY priority DESC, created_at
		LIMIT 1
	`).Scan(&id, &baseURL, &apiKey, &configJSON)
	if err != nil {
		return nil, "", fmt.Errorf("query active provider: %w", err)
	}

	// 检查缓存
	m.cacheMu.RLock()
	if entry, ok := m.cache[id]; ok && time.Since(entry.updatedAt) < m.cacheTTL {
		m.cacheMu.RUnlock()
		// 从 config 中提取默认模型
		var config map[string]any
		json.Unmarshal(configJSON, &config)
		defaultModel, _ := config["default_model"].(string)
		return entry.provider, defaultModel, nil
	}
	m.cacheMu.RUnlock()

	// 创建新的 provider
	var config map[string]any
	if err := json.Unmarshal(configJSON, &config); err != nil {
		return nil, "", fmt.Errorf("unmarshal config: %w", err)
	}

	providerType, _ := config["provider"].(string)
	if providerType == "" {
		providerType = "openai"
	}

	// 获取默认模型
	defaultModel, _ := config["default_model"].(string)

	var provider Provider
	switch providerType {
	case "openai":
		provider = NewOpenAIProvider(apiKey, baseURL, "")
	case "anthropic":
		provider = NewAnthropicProvider(apiKey, baseURL, "")
	default:
		return nil, "", fmt.Errorf("unsupported provider type: %s", providerType)
	}

	// 更新缓存
	m.cacheMu.Lock()
	m.cache[id] = providerCacheEntry{
		provider:  provider,
		updatedAt: time.Now(),
	}
	m.cacheMu.Unlock()

	return provider, defaultModel, nil
}

func (m *Manager) GetProvider(name string) (Provider, error) {
	if p, ok := m.providers[name]; ok {
		return p, nil
	}
	if p, ok := m.providers[m.fallback]; ok {
		return p, nil
	}
	return nil, fmt.Errorf("no provider found: %s", name)
}

// Chat performs a blocking chat completion using the specified provider.
func (m *Manager) Chat(ctx context.Context, provider Provider, req *ChatRequest) (*ChatResponse, error) {
	return provider.ChatCompletion(ctx, req)
}

// ChatStream performs a streaming chat and returns the raw SSE body.
func (m *Manager) ChatStream(ctx context.Context, provider Provider, req *ChatRequest) (io.ReadCloser, error) {
	req.Stream = true
	return provider.ChatStream(ctx, req)
}

// StreamEvent represents a normalized SSE event for the frontend.
type StreamEvent struct {
	Event     string `json:"event"`
	Answer    string `json:"answer,omitempty"`
	MessageID string `json:"message_id,omitempty"`
	Usage     *Usage `json:"usage,omitempty"`
}

type Usage struct {
	PromptTokens     int    `json:"prompt_tokens"`
	CompletionTokens int    `json:"completion_tokens"`
	TotalTokens      int    `json:"total_tokens"`
	Model            string `json:"model"`
}

// TransformOpenAIStream reads an OpenAI SSE stream and writes normalized events to the writer.
func TransformOpenAIStream(reader io.Reader, write func(event StreamEvent)) error {
	scanner := bufio.NewScanner(reader)
	scanner.Buffer(make([]byte, 64*1024), 256*1024)

	var totalContent string
	var model string

	for scanner.Scan() {
		line := scanner.Text()
		if !strings.HasPrefix(line, "data: ") {
			continue
		}
		data := strings.TrimPrefix(line, "data: ")
		if data == "[DONE]" {
			write(StreamEvent{
				Event: "message_end",
				Usage: &Usage{
					TotalTokens: estimateTokens(totalContent),
					Model:       model,
				},
			})
			break
		}

		var chunk struct {
			ID      string `json:"id"`
			Model   string `json:"model"`
			Choices []struct {
				Delta struct {
					Content string `json:"content"`
				} `json:"delta"`
				FinishReason *string `json:"finish_reason"`
			} `json:"choices"`
		}
		if err := json.Unmarshal([]byte(data), &chunk); err != nil {
			continue
		}

		model = chunk.Model
		if len(chunk.Choices) > 0 && chunk.Choices[0].Delta.Content != "" {
			content := chunk.Choices[0].Delta.Content
			totalContent += content
			write(StreamEvent{
				Event:     "message",
				Answer:    content,
				MessageID: chunk.ID,
			})
		}
	}
	return scanner.Err()
}

// TransformAnthropicStream reads an Anthropic SSE stream and writes normalized events.
func TransformAnthropicStream(reader io.Reader, write func(event StreamEvent)) error {
	scanner := bufio.NewScanner(reader)
	scanner.Buffer(make([]byte, 64*1024), 256*1024)

	var model string

	for scanner.Scan() {
		line := scanner.Text()
		if !strings.HasPrefix(line, "data: ") {
			if strings.HasPrefix(line, "event: ") {
				continue
			}
			continue
		}
		data := strings.TrimPrefix(line, "data: ")

		var event map[string]any
		if err := json.Unmarshal([]byte(data), &event); err != nil {
			continue
		}

		eventType, _ := event["type"].(string)
		switch eventType {
		case "message_start":
			if msg, ok := event["message"].(map[string]any); ok {
				if m, ok := msg["model"].(string); ok {
					model = m
				}
			}
		case "content_block_delta":
			if delta, ok := event["delta"].(map[string]any); ok {
				if text, ok := delta["text"].(string); ok {
					write(StreamEvent{
						Event:  "message",
						Answer: text,
					})
				}
			}
		case "message_delta":
			if usage, ok := event["usage"].(map[string]any); ok {
				outputTokens := int(getFloat(usage, "output_tokens"))
				write(StreamEvent{
					Event: "message_end",
					Usage: &Usage{
						CompletionTokens: outputTokens,
						TotalTokens:      outputTokens,
						Model:            model,
					},
				})
			}
		}
	}
	return scanner.Err()
}

func getFloat(m map[string]any, key string) float64 {
	if v, ok := m[key].(float64); ok {
		return v
	}
	return 0
}

func estimateTokens(text string) int {
	return len(text) / 4
}