add llm_call_log function

This commit is contained in:
t 2026-03-08 16:50:10 +08:00
parent 2667d1cfec
commit 9a898191b2
5 changed files with 314 additions and 0 deletions

View file

@ -78,6 +78,16 @@ func NewAgentLoop(
msgBus *bus.MessageBus, msgBus *bus.MessageBus,
provider providers.LLMProvider, provider providers.LLMProvider,
) *AgentLoop { ) *AgentLoop {
// Initialize LLM call logger
workspace := cfg.WorkspacePath()
logger.InitLLMLogger(cfg.Tools.LLMCallLog, workspace)
// Wrap provider with logging if enabled
llmLogger := logger.GetLLMLogger()
if llmLogger != nil && llmLogger.IsEnabled() {
provider = providers.NewLoggingProvider(provider, llmLogger, cfg.Agents.Defaults.Provider)
}
registry := NewAgentRegistry(cfg, provider) registry := NewAgentRegistry(cfg, provider)
// Register shared tools to all agents // Register shared tools to all agents

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@ -661,6 +661,7 @@ type ToolsConfig struct {
Skills SkillsToolsConfig `json:"skills"` Skills SkillsToolsConfig `json:"skills"`
MediaCleanup MediaCleanupConfig `json:"media_cleanup"` MediaCleanup MediaCleanupConfig `json:"media_cleanup"`
MCP MCPConfig `json:"mcp"` MCP MCPConfig `json:"mcp"`
LLMCallLog LLMCallLogConfig `json:"llm_call_log"`
AppendFile ToolConfig `json:"append_file" envPrefix:"PICOCLAW_TOOLS_APPEND_FILE_"` AppendFile ToolConfig `json:"append_file" envPrefix:"PICOCLAW_TOOLS_APPEND_FILE_"`
EditFile ToolConfig `json:"edit_file" envPrefix:"PICOCLAW_TOOLS_EDIT_FILE_"` EditFile ToolConfig `json:"edit_file" envPrefix:"PICOCLAW_TOOLS_EDIT_FILE_"`
FindSkills ToolConfig `json:"find_skills" envPrefix:"PICOCLAW_TOOLS_FIND_SKILLS_"` FindSkills ToolConfig `json:"find_skills" envPrefix:"PICOCLAW_TOOLS_FIND_SKILLS_"`
@ -677,6 +678,13 @@ type ToolsConfig struct {
WriteFile ToolConfig `json:"write_file" envPrefix:"PICOCLAW_TOOLS_WRITE_FILE_"` WriteFile ToolConfig `json:"write_file" envPrefix:"PICOCLAW_TOOLS_WRITE_FILE_"`
} }
// LLMCallLogConfig 配置 LLM 调用日志
type LLMCallLogConfig struct {
Enabled bool `json:"enabled" env:"PICOCLAW_TOOLS_LLM_CALL_LOG_ENABLED"`
LogDir string `json:"log_dir" env:"PICOCLAW_TOOLS_LLM_CALL_LOG_DIR"`
MaxFiles int `json:"max_files" env:"PICOCLAW_TOOLS_LLM_CALL_LOG_MAX_FILES"`
}
type SearchCacheConfig struct { type SearchCacheConfig struct {
MaxSize int `json:"max_size" env:"PICOCLAW_SKILLS_SEARCH_CACHE_MAX_SIZE"` MaxSize int `json:"max_size" env:"PICOCLAW_SKILLS_SEARCH_CACHE_MAX_SIZE"`
TTLSeconds int `json:"ttl_seconds" env:"PICOCLAW_SKILLS_SEARCH_CACHE_TTL_SECONDS"` TTLSeconds int `json:"ttl_seconds" env:"PICOCLAW_SKILLS_SEARCH_CACHE_TTL_SECONDS"`

30
pkg/llmlog/types.go Normal file
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@ -0,0 +1,30 @@
package llmlog
import (
"time"
)
// Message 表示简化的消息结构,用于日志记录
type Message struct {
Role string `json:"role"`
Content string `json:"content"`
}
// CallRecord 表示一次 LLM 调用记录
type CallRecord struct {
Timestamp time.Time `json:"timestamp"`
Model string `json:"model"`
Provider string `json:"provider"`
Messages []Message `json:"messages"`
Response string `json:"response"`
Duration time.Duration `json:"duration"`
TokensUsed int `json:"tokens_used,omitempty"`
Error string `json:"error,omitempty"`
IsStreaming bool `json:"is_streaming"`
}
// Logger 定义 LLM 调用日志记录器接口
type Logger interface {
IsEnabled() bool
Log(record *CallRecord) error
}

184
pkg/logger/llm_logger.go Normal file
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@ -0,0 +1,184 @@
package logger
import (
"encoding/json"
"fmt"
"os"
"path/filepath"
"strings"
"sync"
"time"
"github.com/sipeed/picoclaw/pkg/config"
"github.com/sipeed/picoclaw/pkg/llmlog"
)
// LLMLogger 记录 LLM 调用日志
type LLMLogger struct {
config config.LLMCallLogConfig
mu sync.Mutex
logFiles map[string]*os.File // 按日期缓存的文件句柄
baseDir string
}
// 确保 LLMLogger 实现 llmlog.Logger 接口
var _ llmlog.Logger = (*LLMLogger)(nil)
var (
globalLogger *LLMLogger
llmOnce sync.Once
)
// InitLLMLogger 初始化全局 LLM 日志记录器
func InitLLMLogger(cfg config.LLMCallLogConfig, workspace string) {
llmOnce.Do(func() {
logDir := cfg.LogDir
if logDir == "" {
// 默认路径: workspace/logs/llmcall/
logDir = filepath.Join(workspace, "logs", "llmcall")
}
// 展开 ~ 路径
if strings.HasPrefix(logDir, "~") {
home, _ := os.UserHomeDir()
logDir = filepath.Join(home, logDir[1:])
}
globalLogger = &LLMLogger{
config: cfg,
logFiles: make(map[string]*os.File),
baseDir: logDir,
}
// 确保目录存在
os.MkdirAll(logDir, 0755)
// 启动清理旧日志的 goroutine
if cfg.MaxFiles > 0 {
go globalLogger.cleanupOldLogs()
}
})
}
// GetLLMLogger 获取全局 LLM 日志记录器
func GetLLMLogger() *LLMLogger {
return globalLogger
}
// IsEnabled 检查日志是否启用
func (l *LLMLogger) IsEnabled() bool {
return l != nil && l.config.Enabled
}
// Log 记录一次 LLM 调用
func (l *LLMLogger) Log(record *llmlog.CallRecord) error {
if !l.IsEnabled() {
return nil
}
l.mu.Lock()
defer l.mu.Unlock()
// 获取当天的日志文件
dateKey := time.Now().Format("2006-01-02")
file, err := l.getLogFile(dateKey)
if err != nil {
return fmt.Errorf("failed to get log file: %w", err)
}
// 写入 JSON 行
data, err := json.Marshal(record)
if err != nil {
return fmt.Errorf("failed to marshal record: %w", err)
}
_, err = fmt.Fprintf(file, "%s\n", data)
if err != nil {
return fmt.Errorf("failed to write log: %w", err)
}
return nil
}
// getLogFile 获取或创建指定日期的日志文件
func (l *LLMLogger) getLogFile(dateKey string) (*os.File, error) {
if file, ok := l.logFiles[dateKey]; ok {
return file, nil
}
// 创建新文件
filename := fmt.Sprintf("llmcall_%s.jsonl", dateKey)
path := filepath.Join(l.baseDir, filename)
file, err := os.OpenFile(path, os.O_APPEND|os.O_CREATE|os.O_WRONLY, 0644)
if err != nil {
return nil, err
}
l.logFiles[dateKey] = file
return file, nil
}
// cleanupOldLogs 清理旧日志文件
func (l *LLMLogger) cleanupOldLogs() {
ticker := time.NewTicker(24 * time.Hour)
defer ticker.Stop()
for range ticker.C {
l.doCleanup()
}
}
// doCleanup 执行清理
func (l *LLMLogger) doCleanup() {
l.mu.Lock()
defer l.mu.Unlock()
// 读取目录中的所有日志文件
entries, err := os.ReadDir(l.baseDir)
if err != nil {
return
}
// 收集所有日志文件
var files []string
for _, entry := range entries {
if !entry.IsDir() && strings.HasPrefix(entry.Name(), "llmcall_") && strings.HasSuffix(entry.Name(), ".jsonl") {
files = append(files, entry.Name())
}
}
// 如果文件数量超过限制,删除最旧的
if len(files) > l.config.MaxFiles {
// 按文件名排序(文件名包含日期)
// 删除最旧的文件
for i := 0; i < len(files)-l.config.MaxFiles; i++ {
path := filepath.Join(l.baseDir, files[i])
os.Remove(path)
// 关闭可能打开的文件句柄
dateKey := strings.TrimPrefix(files[i], "llmcall_")
dateKey = strings.TrimSuffix(dateKey, ".jsonl")
if file, ok := l.logFiles[dateKey]; ok {
file.Close()
delete(l.logFiles, dateKey)
}
}
}
}
// Close 关闭所有打开的文件句柄
func (l *LLMLogger) Close() error {
l.mu.Lock()
defer l.mu.Unlock()
var lastErr error
for dateKey, file := range l.logFiles {
if err := file.Close(); err != nil {
lastErr = err
}
delete(l.logFiles, dateKey)
}
return lastErr
}

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@ -0,0 +1,82 @@
package providers
import (
"context"
"time"
"github.com/sipeed/picoclaw/pkg/llmlog"
)
// LoggingProvider 包装一个 LLMProvider记录所有调用日志
type LoggingProvider struct {
inner LLMProvider
logger llmlog.Logger
provider string // provider 名称,用于日志
}
// NewLoggingProvider 创建一个带日志功能的 Provider 包装器
func NewLoggingProvider(inner LLMProvider, logger llmlog.Logger, providerName string) *LoggingProvider {
return &LoggingProvider{
inner: inner,
logger: logger,
provider: providerName,
}
}
// Chat 实现 LLMProvider 接口,记录调用日志
func (p *LoggingProvider) Chat(
ctx context.Context,
messages []Message,
tools []ToolDefinition,
model string,
options map[string]any,
) (*LLMResponse, error) {
// 如果日志未启用,直接调用内部 provider
if p.logger == nil || !p.logger.IsEnabled() {
return p.inner.Chat(ctx, messages, tools, model, options)
}
// 记录开始时间
startTime := time.Now()
// 调用内部 provider
resp, err := p.inner.Chat(ctx, messages, tools, model, options)
// 转换消息格式用于日志
logMessages := make([]llmlog.Message, len(messages))
for i, m := range messages {
logMessages[i] = llmlog.Message{
Role: m.Role,
Content: m.Content,
}
}
// 记录调用
record := &llmlog.CallRecord{
Timestamp: startTime,
Model: model,
Provider: p.provider,
Messages: logMessages,
Duration: time.Since(startTime),
IsStreaming: false,
}
if err != nil {
record.Error = err.Error()
} else {
record.Response = resp.Content
if resp.Usage != nil {
record.TokensUsed = resp.Usage.TotalTokens
}
}
// 异步写入日志,避免阻塞主流程
go p.logger.Log(record)
return resp, err
}
// GetDefaultModel 返回内部 provider 的默认模型
func (p *LoggingProvider) GetDefaultModel() string {
return p.inner.GetDefaultModel()
}