D 2020-12-16T16:53:59.813 L logfmt1 N text/x-markdown P b50bde087462897cce397825b6c409d3a170baf90ae85e7a7758aa3b39432e6d U mario W 2849 **logfmt1** is meant for universal log parsing, whilst reducing manual configuration or restricting to basic log variants. It handles `*.log.fmt` files to transform LogFormat / placeholder strings to regular expressions (with named capture groups). { "class": "apache combined", "record": "%h %l %u %t \"%r\" %>s %b", } For instance would resolve to: (?[\\w\\-.:]+) (?[\\w\\-.:]+) (?[\\-\\w@.]+) \\[?(?\\d[\\d:\\w\\s:./\\-+,;]+)\\]? "(?(?\\w+) (?\\S+) (?[\\w/\\d.]+))" (?-|\\d\\d\\d) (?\\d+|-)' This python package currently just comes with: * `.fmt` definitions for apache + strftime + grok placeholders. * `logex` - a basic log extractor * And `update-logfmt` to create/rewrite `*.log.fmt` files globally. It originated in [modseccfg](https://fossil.include-once.org/modseccfg/). You should ideally install the [system package](https://apt.include-once.org/) however: apt install python3-logfmt1 This will yield the proper `/usr/share/logfmt/` structure and the run-parts wrapper `update-logfmt`. ### logfmt1 To manually craft a regex: import logfmt1, json fmt = json.load(open("/.../access.log.fmt", "r")) rx = logfmt1.regex(fmt) rx = logfmt1.rx2re(rx) # turn into Python regex Or with plain old guesswork / presuming a standard log format: rx = logfmt1.regex({"class": "apache combined"}) Though that's of course not the intended use case, and hinges on predefined formats in /usr/share/logfmt/. ### logfmt1.logopen() `logopen(fn=…)` is basically a file-like iterator that yields dictionaries rather than text strings. for row in logfmt1.logopen(".../access.log"): print(row["request_time"]) And it provides a basic regex/formatstring debugging feature (via `debug=True` parameter or with `logex -D`): ![failed regex section](https://imgur.com/QBKzDsK.png) ### logex Very crudementary extractor for log files: logex .../access.log --tab @host @date +id Which also handles the `.fmt` implicitly. (Kinda the whole point of this project.) ### update-logfmt The Python package does bundle a run-parts wrapper, but just the apache collector, and a local Python copy of the format database. It should discover all (Apache) `*.log` files nonetheless and pair them with `.fmt` declarations. And that's sort of the main aspect of this project. Establish .log.fmt files until application vendors come around to making logs parseable. The rules database structure is subject to change, and only one possible implementation. There might also be simpler approaches (grok mapping) to generate regexps for format strings. Z 88faf714b73ee7b9cb88d91c87bee093