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b96c86fce4
* fix(trader): get peakPnlPct using posKey * fix(docs): keep readme at the same page * improve(interface): replace with interface * refactor mcp --------- Co-authored-by: zbhan <zbhan@freewheel.tv>
243 lines
6.0 KiB
Go
243 lines
6.0 KiB
Go
package mcp
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import (
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"bytes"
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"encoding/json"
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"fmt"
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"io"
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"log"
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"net/http"
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"os"
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"strconv"
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"strings"
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"time"
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)
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const (
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ProviderCustom = "custom"
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)
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var (
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DefaultTimeout = 120 * time.Second
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)
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// Client AI API配置
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type Client struct {
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Provider string
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APIKey string
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BaseURL string
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Model string
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Timeout time.Duration
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UseFullURL bool // 是否使用完整URL(不添加/chat/completions)
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MaxTokens int // AI响应的最大token数
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}
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func New() AIClient {
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// 从环境变量读取 MaxTokens,默认 2000
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maxTokens := 2000
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if envMaxTokens := os.Getenv("AI_MAX_TOKENS"); envMaxTokens != "" {
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if parsed, err := strconv.Atoi(envMaxTokens); err == nil && parsed > 0 {
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maxTokens = parsed
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log.Printf("🔧 [MCP] 使用环境变量 AI_MAX_TOKENS: %d", maxTokens)
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} else {
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log.Printf("⚠️ [MCP] 环境变量 AI_MAX_TOKENS 无效 (%s),使用默认值: %d", envMaxTokens, maxTokens)
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}
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}
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// 默认配置
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return &Client{
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Provider: ProviderDeepSeek,
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BaseURL: DefaultDeepSeekBaseURL,
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Model: DefaultDeepSeekModel,
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Timeout: DefaultTimeout,
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MaxTokens: maxTokens,
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}
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}
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// SetCustomAPI 设置自定义OpenAI兼容API
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func (client *Client) SetAPIKey(apiKey, apiURL, customModel string) {
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client.Provider = ProviderCustom
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client.APIKey = apiKey
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// 检查URL是否以#结尾,如果是则使用完整URL(不添加/chat/completions)
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if strings.HasSuffix(apiURL, "#") {
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client.BaseURL = strings.TrimSuffix(apiURL, "#")
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client.UseFullURL = true
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} else {
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client.BaseURL = apiURL
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client.UseFullURL = false
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}
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client.Model = customModel
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client.Timeout = 120 * time.Second
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}
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// CallWithMessages 使用 system + user prompt 调用AI API(推荐)
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func (client *Client) CallWithMessages(systemPrompt, userPrompt string) (string, error) {
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if client.APIKey == "" {
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return "", fmt.Errorf("AI API密钥未设置,请先调用 SetAPIKey")
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}
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// 重试配置
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maxRetries := 3
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var lastErr error
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for attempt := 1; attempt <= maxRetries; attempt++ {
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if attempt > 1 {
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fmt.Printf("⚠️ AI API调用失败,正在重试 (%d/%d)...\n", attempt, maxRetries)
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}
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result, err := client.callOnce(systemPrompt, userPrompt)
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if err == nil {
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if attempt > 1 {
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fmt.Printf("✓ AI API重试成功\n")
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}
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return result, nil
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}
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lastErr = err
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// 如果不是网络错误,不重试
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if !isRetryableError(err) {
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return "", err
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}
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// 重试前等待
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if attempt < maxRetries {
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waitTime := time.Duration(attempt) * 2 * time.Second
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fmt.Printf("⏳ 等待%v后重试...\n", waitTime)
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time.Sleep(waitTime)
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}
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}
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return "", fmt.Errorf("重试%d次后仍然失败: %w", maxRetries, lastErr)
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}
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func (client *Client) setAuthHeader(reqHeader http.Header) {
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reqHeader.Set("Authorization", fmt.Sprintf("Bearer %s", client.APIKey))
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}
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// callOnce 单次调用AI API(内部使用)
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func (client *Client) callOnce(systemPrompt, userPrompt string) (string, error) {
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// 打印当前 AI 配置
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log.Printf("📡 [MCP] AI 请求配置:")
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log.Printf(" Provider: %s", client.Provider)
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log.Printf(" BaseURL: %s", client.BaseURL)
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log.Printf(" Model: %s", client.Model)
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log.Printf(" UseFullURL: %v", client.UseFullURL)
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if len(client.APIKey) > 8 {
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log.Printf(" API Key: %s...%s", client.APIKey[:4], client.APIKey[len(client.APIKey)-4:])
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}
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// 构建 messages 数组
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messages := []map[string]string{}
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// 如果有 system prompt,添加 system message
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if systemPrompt != "" {
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messages = append(messages, map[string]string{
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"role": "system",
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"content": systemPrompt,
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})
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}
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// 添加 user message
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messages = append(messages, map[string]string{
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"role": "user",
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"content": userPrompt,
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})
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// 构建请求体
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requestBody := map[string]interface{}{
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"model": client.Model,
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"messages": messages,
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"temperature": 0.5, // 降低temperature以提高JSON格式稳定性
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"max_tokens": client.MaxTokens,
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}
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// 注意:response_format 参数仅 OpenAI 支持,DeepSeek/Qwen 不支持
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// 我们通过强化 prompt 和后处理来确保 JSON 格式正确
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jsonData, err := json.Marshal(requestBody)
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if err != nil {
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return "", fmt.Errorf("序列化请求失败: %w", err)
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}
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// 创建HTTP请求
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var url string
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if client.UseFullURL {
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// 使用完整URL,不添加/chat/completions
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url = client.BaseURL
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} else {
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// 默认行为:添加/chat/completions
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url = fmt.Sprintf("%s/chat/completions", client.BaseURL)
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}
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log.Printf("📡 [MCP] 请求 URL: %s", url)
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req, err := http.NewRequest("POST", url, bytes.NewBuffer(jsonData))
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if err != nil {
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return "", fmt.Errorf("创建请求失败: %w", err)
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}
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req.Header.Set("Content-Type", "application/json")
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client.setAuthHeader(req.Header)
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// 发送请求
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httpClient := &http.Client{Timeout: client.Timeout}
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resp, err := httpClient.Do(req)
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if err != nil {
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return "", fmt.Errorf("发送请求失败: %w", err)
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}
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defer resp.Body.Close()
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// 读取响应
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body, err := io.ReadAll(resp.Body)
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if err != nil {
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return "", fmt.Errorf("读取响应失败: %w", err)
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}
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if resp.StatusCode != http.StatusOK {
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return "", fmt.Errorf("API返回错误 (status %d): %s", resp.StatusCode, string(body))
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}
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// 解析响应
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var result struct {
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Choices []struct {
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Message struct {
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Content string `json:"content"`
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} `json:"message"`
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} `json:"choices"`
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}
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if err := json.Unmarshal(body, &result); err != nil {
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return "", fmt.Errorf("解析响应失败: %w", err)
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}
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if len(result.Choices) == 0 {
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return "", fmt.Errorf("API返回空响应")
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}
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return result.Choices[0].Message.Content, nil
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}
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// isRetryableError 判断错误是否可重试
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func isRetryableError(err error) bool {
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errStr := err.Error()
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// 网络错误、超时、EOF等可以重试
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retryableErrors := []string{
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"EOF",
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"timeout",
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"connection reset",
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"connection refused",
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"temporary failure",
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"no such host",
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"stream error", // HTTP/2 stream 错误
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"INTERNAL_ERROR", // 服务端内部错误
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}
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for _, retryable := range retryableErrors {
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if strings.Contains(errStr, retryable) {
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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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