Crate drain3 

drain3 — fast log template extraction via fixed-depth prefix trees.

Rust port of logpai/Drain3. Splits log lines into tokens, clusters them by a prefix tree keyed on token count, and replaces variable tokens with a param placeholder (<*> by default).

Example

use drain3::Config;

let samples: Vec<String> = vec![
    "connection from 10.0.0.1 timeout after 5000ms".into(),
    "connection from 10.0.0.2 timeout after 3000ms".into(),
    "connection from 10.0.0.3 timeout after 1000ms".into(),
];
let matcher = drain3::train(&samples, Config::default())?;
let (id, args, ok) = matcher.match_line("connection from 192.168.1.1 timeout after 42ms");
assert!(ok);
assert_eq!(args, vec!["192.168.1.1", "42ms"]);

Structs

Config

Controls training and matching behavior.

ConfigBuilder

Fluent builder for Config.

Matcher

A trained DRAIN matcher. Holds the prefix tree, token dictionary, and precomputed indices for fast line matching.

RenderPlan

Precomputed recipe for rendering a template with supplied parameter values.

Template

A trained log template.

Enums

Error

All the ways training or template reconstruction can fail. Errors that can occur during training or template reconstruction.

Functions

matcher_from_templates

Rebuild a matcher from pre-existing templates.

stride_sample

Deterministically sample lines as fixed-size blocks at regular strides with random jitter inside each stride window.

train

Train a matcher with the provided config.

train_with_config

Train a matcher with custom config.