mcfly 0.9.4

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.
Documentation 
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use crate::history::history::Features;
use crate::network::Network;
use rusqlite::Connection;
use rusqlite::functions::FunctionFlags;

pub fn add_db_functions(db: &Connection) {
    let network = Network::default();
    db.create_scalar_function(
        "nn_rank",
        10,
        FunctionFlags::SQLITE_UTF8 | FunctionFlags::SQLITE_DETERMINISTIC,
        move |ctx| {
            let age_factor = ctx.get::<f64>(0)?;
            let length_factor = ctx.get::<f64>(1)?;
            let exit_factor = ctx.get::<f64>(2)?;
            let recent_failure_factor = ctx.get::<f64>(3)?;
            let selected_dir_factor = ctx.get::<f64>(4)?;
            let dir_factor = ctx.get::<f64>(5)?;
            let overlap_factor = ctx.get::<f64>(6)?;
            let immediate_overlap_factor = ctx.get::<f64>(7)?;
            let selected_occurrences_factor = ctx.get::<f64>(8)?;
            let occurrences_factor = ctx.get::<f64>(9)?;

            let features = Features {
                age_factor,
                length_factor,
                exit_factor,
                recent_failure_factor,
                selected_dir_factor,
                dir_factor,
                overlap_factor,
                immediate_overlap_factor,
                selected_occurrences_factor,
                occurrences_factor,
            };

            Ok(network.output(&features))
        },
    )
    .unwrap_or_else(|err| panic!("McFly error: Successful create_scalar_function ({err})"));
}