drain

Drain

This project is an golang port of the original Drain3 project.

Drain is an online log template miner that can extract templates (clusters) from a stream of log messages in a timely manner. It employs a parse tree with fixed depth to guide the log group search process, which effectively avoids constructing a very deep and unbalanced tree.

Example

package main

import (
	"fmt"

	"github.com/faceair/drain"
)

func main() {
	logger := drain.New(drain.DefaultConfig())

	for _, line := range []string{
		"connected to 10.0.0.1",
		"connected to 10.0.0.2",
		"connected to 10.0.0.3",
		"Hex number 0xDEADBEAF",
		"Hex number 0x10000",
		"user davidoh logged in",
		"user eranr logged in",
	} {
		logger.Train(line)
	}

	for _, cluster := range logger.Clusters() {
		println(cluster.String())
	}

	cluster := logger.Match("user faceair logged in")
	if cluster == nil {
		println("no match")
	} else {
		fmt.Printf("cluster matched: %s", cluster.String())
	}
}

Output:

id={1} : size={3} : connected to <*>
id={2} : size={2} : Hex number <*>
id={3} : size={2} : user <*> logged in
cluster matched: id={3} : size={2} : user <*> logged in

LICENSE

MIT