#neural-network #search #shell #real-time #directory #context #history #engine #intelligent #account

bin+lib mcfly

McFly replaces your default ctrl-r shell history search with an intelligent search engine that takes into account your working directory and the context of recently executed commands. McFly’s suggestions are prioritized in real time with a small neural network.

5 unstable releases

✓ Uses Rust 2018 edition

0.4.0 Jun 28, 2020
0.3.6 Dec 16, 2019
0.3.5 Aug 30, 2019
0.3.4 May 25, 2019
0.2.4 Dec 5, 2018

23 downloads per month

MIT license

160KB
3.5K SLoC

Build Status

McFly - fly through your shell history

screenshot

McFly replaces your default ctrl-r shell history search with an intelligent search engine that takes into account your working directory and the context of recently executed commands. McFly's suggestions are prioritized in real time with a small neural network.

TL;DR: an upgraded ctrl-r where history results make sense for what you're working on right now.

Features

  • Rebinds ctrl-r to bring up a full-screen reverse history search prioritized with a small neural network.
  • Augments your shell history to track command exit status, timestamp, and execution directory in a SQLite database.
  • Maintains your normal shell history file as well so that you can stop using McFly whenever you want.
  • Unicode support throughout.
  • Includes a simple action to scrub any history item from the McFly database and your shell history files.
  • Designed to be extensible for other shells in the future.
  • Written in Rust, so it's fast and safe.

Prioritization

The key feature of McFly is smart command prioritization powered by a small neural network that runs in real time. The goal is for the command you want to run to always be one of the top suggestions.

When suggesting a command, McFly takes into consideration:

  • The directory where you ran the command. You're likely to run that command in the same directory in the future.
  • What commands you typed before the command (e.g., the command's execution context).
  • How often you run the command.
  • When you last ran the command.
  • If you've selected the command in McFly before.
  • The command's historical exit status. You probably don't want to run old failed commands.

Installation

Install with Homebrew (on OS X or Linux)

  1. Install the tap:

    brew tap cantino/mcfly https://github.com/cantino/mcfly
    
  2. Install mcfly:

    brew install mcfly
    
  3. Add the following to the end of your ~/.bashrc or ~/.zshrc file, respectively:

    Bash:

    if [[ -r "$(brew --prefix)/opt/mcfly/mcfly.bash" ]]; then
      source "$(brew --prefix)/opt/mcfly/mcfly.bash"
    fi
    

    Zsh:

    if [[ -r "$(brew --prefix)/opt/mcfly/mcfly.zsh" ]]; then
      source "$(brew --prefix)/opt/mcfly/mcfly.zsh"
    fi
    
  4. Run . ~/.bashrc / . ~/.zshrc or restart your terminal emulator.

Uninstalling with Homebrew

  1. Remove mcfly:
    brew uninstall mcfly
    
  2. Remove the tap:
    brew untap cantino/mcfly
    
  3. Remove the lines you added to ~/.bashrc / ~/.zshrc.

Installing manually from GitHub

  1. Download the latest release from GitHub.

  2. Install to a location in your $PATH. (For example, you could create a directory at ~/bin, copy mcfly to this location, and add export PATH="$PATH:$HOME/bin" to your .bashrc / .zshrc.)

  3. Copy mcfly.bash or mcfly.zsh to a known location.

  4. Add the following to the end of your ~/.bashrc or ~/.zshrc file, respectively:

    Bash:

    if [[ -r /path/to/mcfly.bash ]]; then
      source /path/to/mcfly.bash
    fi
    

    Zsh:

    if [[ -r /path/to/mcfly.zsh ]]; then
      source /path/to/mcfly.zsh
    fi
    
  5. Run . ~/.bashrc / . ~/.zshrc or restart your terminal emulator.

Install manually from source

  1. Install Rust 1.29 or later

  2. Run git clone https://github.com/cantino/mcfly and cd mcfly

  3. Run cargo install --path .

  4. Ensure ~/.cargo/bin is in your $PATH.

  5. Add the following to the end of your ~/.bashrc or ~/.zshrc file, respectively:

    Bash:

    if [[ -r /path/to/mcfly.bash ]]; then
      source /path/to/mcfly.bash
    fi
    

    Zsh:

    if [[ -r /path/to/mcfly.zsh ]]; then
      source /path/to/mcfly.zsh
    fi
    
  6. Run . ~/.bashrc / . ~/.zshrc or restart your terminal emulator.

iTerm2

To avoid McFly's UI messing up your scrollback history in iTerm2, make sure this option is unchecked:

iterm2 UI instructions

Settings

A number of settings can be set via environment variables. To set a setting you should add the following snippets to your ~/.bashrc / ~/.zshrc.

Light Mode

To swap the color scheme for use in a light terminal, set the environment variable MCFLY_LIGHT.

export MCFLY_LIGHT=TRUE

VIM Key Scheme

By default Mcfly uses an emacs inspired key scheme. If you would like to switch to the vim inspired key scheme, set the environment variable MCFLY_KEY_SCHEME.

export MCFLY_KEY_SCHEME=vim

Possible Future Features

  • Add a screencast to README.
  • Learn common command options and autocomplete them in the suggestion UI?
  • Sort command line args when coming up with the template matching string.
  • Possible prioritization improvements:
    • Cross validation & explicit training set selection.
    • Learn command embeddings

Development

Running tests

cargo test

Releasing

  1. Edit Cargo.toml and bump the version.
  2. Recompile.
  3. git add Cargo.toml
  4. Edit CHANGELOG.txt
  5. git ci -m 'Bumping to vx.x.x'
  6. git tag vx.x.x
  7. git push origin head --tags
  8. Let the build finish.
  9. Edit the new Release on Github.
  10. Edit pkg/brew/mcfly.rb and update the version and SHAs. (shasum -a 256 ...)
  11. cargo publish

Dependencies

~15MB
~273K SLoC