retia 0.2.0

A general-purpose, transactional, relational database that uses Datalog and focuses on graph data and algorithms. Rust-only fork of CozoDB.
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/*
 * Copyright 2022, The Cozo Project Authors.
 *
 * This Source Code Form is subject to the terms of the Mozilla Public License, v. 2.0.
 * If a copy of the MPL was not distributed with this file,
 * You can obtain one at https://mozilla.org/MPL/2.0/.
 */

use std::collections::BTreeMap;

use graph::prelude::{page_rank, PageRankConfig};
use miette::Result;
use smartstring::{LazyCompact, SmartString};

use crate::data::expr::Expr;
use crate::data::symb::Symbol;
use crate::data::value::DataValue;
use crate::fixed_rule::{FixedRule, FixedRulePayload};
use crate::parse::SourceSpan;
use crate::runtime::db::Poison;
use crate::runtime::temp_store::RegularTempStore;

pub(crate) struct PageRank;

impl FixedRule for PageRank {
    #[allow(unused_variables)]
    fn run(
        &self,
        payload: FixedRulePayload<'_, '_>,
        out: &mut RegularTempStore,
        poison: Poison,
    ) -> Result<()> {
        let edges = payload.get_input(0)?;
        let undirected = payload.bool_option("undirected", Some(false))?;
        let theta = payload.unit_interval_option("theta", Some(0.85))? as f32;
        let epsilon = payload.unit_interval_option("epsilon", Some(0.0001))? as f32;
        let iterations = payload.pos_integer_option("iterations", Some(10))?;

        let (graph, indices, _) = edges.as_directed_graph(undirected)?;

        if indices.is_empty() {
            return Ok(());
        }

        let (ranks, _n_run, _) = page_rank(
            &graph,
            PageRankConfig::new(iterations, epsilon as f64, theta),
        );

        for (idx, score) in ranks.iter().enumerate() {
            out.put(vec![indices[idx].clone(), DataValue::from(*score as f64)]);
        }
        Ok(())
    }

    fn arity(
        &self,
        _options: &BTreeMap<SmartString<LazyCompact>, Expr>,
        _rule_head: &[Symbol],
        _span: SourceSpan,
    ) -> Result<usize> {
        Ok(2)
    }
}