Log Parser to Metrics / 日志转指标工具

Extract structured metrics from unstructured logs using regex patterns, output Prometheus/JSON format. / 使用正则从非结构化日志中提取结构化指标，输出 Prometheus/JSON 格式。

Extract structured metrics from unstructured logs using regex patterns, output Prometheus/JSON format. / 使用正则从非结构化日志中提取结构化指标，输出 Prometheus/JSON 格式。

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Overview / 概览

• Parse logs in real-time with custom regex patterns / 支持自定义正则实时解析日志，零延迟提取关键指标数据 • Export to Prometheus format for monitoring integration / 直接输出Prometheus兼容格式，无缝对接主流监控系统 • Support JSON and CSV output for data processing / 输出JSON/CSV格式，方便下游数据清洗和可视化工具使用 • Handle multi-line logs and timestamp normalization / 智能处理多行日志与时间戳标准化，避免解析断层 • Advanced aggregation engine for complex metrics computation (Pro) / 高级聚合引擎支持复杂指标计算，如百分位、滑动窗口统计（Pro专属） • Batch processing mode for high-volume log files (Pro) / 批量处理模式专为海量日志设计，性能提升10倍（Pro解锁）

How It Works / 原理

bash

# Step 1 — check environment
which bash curl && echo "Ready"

# Step 2 — run the tool
tail -f /var/log/nginx/access.log | log-parser-to-metrics --pattern '{ip} - - [{time}] "{method} {path}" {status} {size}' --output prometheus This command streams Nginx access logs and converts each line into a Prometheus metric with labels for IP, method, path, and status. / 该命令实时读取Nginx访问日志，将每行转换为带IP、方法、路径、状态标签的Prometheus指标。 

# Step 3 — review output
echo "Done — check the generated output"

Example Scenarios / 示例场景

• Debugging production issues: Engineer needs to monitor specific error patterns across 100+ servers — parse error logs into request-rate and latency metrics instantly / 生产问题排查：工程师需要监控100+台服务器的特定错误模式——即时将错误日志解析为请求率和延迟指标 • Cost optimization: DevOps team wants to identify underutilized API endpoints from massive access logs — extract endpoint call frequency and response sizes / 成本优化：运维团队从海量访问日志中找出低效API端点——提取端点调用频率和响应大小 • Security auditing: Security analyst needs to detect brute-force attacks from auth logs — parse failed login attempts into a time-series metric with attacker IP / 安全审计：安全分析师从认证日志中检测暴力破解——将失败登录解析为含攻击者IP的时间序列指标

Plans / 版本

Capability	Free	Pro
Basics / 基础	✅	✅
Automation / 自动化	—	✅
AI / AI 功能	—	✅
Support	Community	Priority

• Unlock advanced regex engine with named capturing groups and conditional logic 解锁高级正则引擎，支持命名捕获组和条件逻辑，处理复杂日志更高效 • Get access to real-time streaming pipeline with Kafka and WebSocket support 获取Kafka和WebSocket实时流处理能力，秒级响应海量日志涌入 • Enable batch processing with auto-parallelism and compression handling 开启自动并行与压缩处理的批量分析模式，将日志解析性能推向极致\n\n

📦 Published by King AI — kingai.work