telescope-frecency.nvim

An implementation of Mozilla's Frecency algorithm for telescope.nvim.

Frecency: sorting by "frequency" and "recency"

Frecency is a score given to each unique file loaded into a Neovim buffer.

A timestamp is recorded to a database on each file load.

The score is calculated using the age of the 10 most recent timestamps and the total amount of times the file has been loaded:

Recency values (per timestamp)

Timestamp age	Value
4 hours	100
1 day	80
3 days	60
1 week	40
1 month	20
90 days	10

Score calculation

score = frequency * recency_score / max_number_of_timestamps

WIP

TODO:

• Implement sorter based on frecency score
• Check file entries are valid via async job on VimClose

• Scores shown in finder for illustration purposes only

Requirements

• telescope.nvim (required)
• sql.nvim (required)

Timestamps and file records are stored in an SQLite3 database for persistence and speed. This plugin uses sql.nvim to perform the database transactions.

Installation

TODO: add installation instructions for other package managers

use {
  "sunjon/telescope-frecency",
  config = function()
    require"telescope".load_extension("frecency")
  end
}

Configuration

Function for keymaps

lua require("telescope").extensions.frecency.frecency(opts)

:Telescope frecency

References

• Stack Engineering: A faster smarter quick switcher
• Mozilla Frecency algorithm