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Extract patterns from (streaming) unstructured log messages

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logu

logu.gif

logu is for extracting patterns from (streaming) unstructured log messages.

For parsing unstructured logs, it uses the parser from Drain. In simple terms, it tokenizes log messages, builds a tree structure, and groups similar logs into a single cluster, converting unstructured log data into a format that can be organized and analyzed.

This approach is also used by Grafana Loki. If you are interested in log parsers themselves, other methods are summarized at logpai/logparser, so please take a look.

Features

  • Extract patterns from streaming log messages
  • Enables more detailed analysis
    • Displays the number of messages included and a list of specific examples in the cluster
    • Identifies attributes such as IP, port

Installation

Homebrew

brew install ynqa/tap/logu

Cargo

cargo install logu

Examples

stern --context kind-kind - | logu

Keymap

Key Action
Ctrl + C Exit logu

Usage

Usage: logu [OPTIONS]

Options:
      --retrieval-timeout <RETRIEVAL_TIMEOUT_MILLIS>
          Timeout to read a next line from the stream in milliseconds. [default: 10]
      --render-interval <RENDER_INTERVAL_MILLIS>
          Interval to render the list in milliseconds. [default: 100]
      --train-interval <TRAIN_INTERVAL_MILLIS>
          [default: 10]
      --cluster-size-th <CLUSTER_SIZE_TH>
          Threshold to filter out small clusters. [default: 0]
      --max-clusters <MAX_CLUSTERS>

      --max-node-depth <MAX_NODE_DEPTH>
          [default: 2]
      --sim-th <SIM_TH>
          [default: 0.4]
      --max-children <MAX_CHILDREN>
          [default: 100]
      --param-str <PARAM_STR>
          [default: <*>]
  -h, --help
          Print help (see more with '--help')
  -V, --version
          Print version

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Extract patterns from (streaming) unstructured log messages

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