Arve Knudsen 5c4310aa37
[ENHANCEMENT] TSDB: Optimize querying with regexp matchers
Add method `PostingsForLabelMatching` to `tsdb.IndexReader`, to obtain postings for labels with a certain name and values accepted by a provided callback, and use it from `tsdb.PostingsForMatchers`.
The intention is to optimize regexp matcher paths, especially not having to load all label values before matching on them.

Plus tests, and refactor some `tsdb/index.Reader` methods.

Benchmarking shows memory reduction up to ~100%, and speedup of up to ~50%.

Signed-off-by: Arve Knudsen <arve.knudsen@gmail.com>
Co-authored-by: Bartlomiej Plotka <bwplotka@gmail.com>
2024-05-09 10:55:30 +01:00
..
2024-01-17 22:26:32 +08:00
2023-11-11 19:22:06 +01:00
2021-02-22 20:28:02 +01:00
2023-12-11 12:18:54 +00:00
2022-10-07 16:20:20 +00:00
2023-12-11 12:18:54 +00:00

TSDB

GoPkg

This directory contains the Prometheus TSDB (Time Series DataBase) library, which handles storage and querying of all Prometheus v2 data.

Documentation

External resources

A series of blog posts explaining different components of TSDB: