malachite-float 0.9.2

The arbitrary-precision floating-point type Float, with efficient algorithms partially derived from MPFR.
Documentation
// Copyright © 2026 Mikhail Hogrefe
//
// This file is part of Malachite.
//
// Malachite is free software: you can redistribute it and/or modify it under the terms of the GNU
// Lesser General Public License (LGPL) as published by the Free Software Foundation; either version
// 3 of the License, or (at your option) any later version. See <https://www.gnu.org/licenses/>.

use crate::Float;
use crate::test_util::arithmetic::log_base::simplest_dyadic_in;
use crate::test_util::common::rounding_mode_from_rug_round;
use core::cmp::Ordering::{self, *};
use malachite_base::num::arithmetic::traits::CheckedLogBase;
use malachite_base::num::conversion::traits::ExactFrom;
use malachite_base::num::factorization::traits::ExpressAsPower;
use malachite_base::num::logic::traits::SignificantBits;
use malachite_q::Rational;
use rug::float::Round;
use rug::ops::AssignRound;

// Returns `Some(log_base(x))` if the `Rational` `x` (positive, not 1) equals `base^m` for a
// rational `m`. This short-circuits the exact case, which the bracketing Ziv loop could never
// resolve when the result is exactly representable (for example `log_3(9) = 2`). It is
// balloon-safe, using the same size bound as the implementation under test.
fn rug_log_base_rational_rational_base_exact(
    x: &Rational,
    base: &Rational,
    prec: u64,
) -> Option<Rational> {
    let bound = prec.saturating_mul(64);
    if x.significant_bits() > bound || base.significant_bits() > bound {
        return None;
    }
    let (root, e_base) = base.express_as_power().unwrap_or_else(|| (base.clone(), 1));
    let a = x.checked_log_base(&root)?;
    Some(Rational::from_signeds(a, i64::exact_from(e_base)))
}

// log_base(x) = ln(x) / ln(base) for `Rational` `x` and `base`. rug serves as an independent oracle
// by bracketing: because neither `x` nor `base` is generally representable as a rug `Float`, each
// is converted (exactly, as a `rug::Rational`) to rug `Float` bounds rounding down and up, whose
// (monotonic) natural logs bound ln(x) and ln(base); the brackets are divided and both rounded to
// `prec`. The exact case x = base^m is detected up front; a dyadic result the brackets straddle is
// recovered past `exact_threshold`.
pub fn rug_log_base_rational_rational_base_prec_round(
    x: &Rational,
    base: &Rational,
    prec: u64,
    rm: Round,
) -> (rug::Float, Ordering) {
    let target_prec = u32::exact_from(prec);
    // Special cases mirroring the implementation under test.
    if *x < 0u32 {
        return (
            rug::Float::with_val(target_prec, rug::float::Special::Nan),
            Equal,
        );
    }
    if *x == 0u32 {
        return (
            rug::Float::with_val(target_prec, rug::float::Special::NegInfinity),
            Equal,
        );
    }
    if *x == 1u32 {
        return (rug::Float::with_val(target_prec, 0), Equal);
    }
    if let Some(q) = rug_log_base_rational_rational_base_exact(x, base, prec) {
        let (l, o) = Float::from_rational_prec_round(q, prec, rounding_mode_from_rug_round(rm));
        return (rug::Float::exact_from(&l), o);
    }
    let rug_x = rug::Rational::from(x);
    let rug_base = rug::Rational::from(base);
    let mut working_prec =
        (prec << 1) + 128 + (x.significant_bits() << 1) + (base.significant_bits() << 1);
    let exact_threshold = (prec << 1) + 512;
    loop {
        let wp = u32::exact_from(working_prec);
        // x_lo <= x <= x_hi, so (monotonic) a_lo <= ln(x) <= a_hi
        let mut x_lo = rug::Float::with_val(wp, 0);
        x_lo.assign_round(&rug_x, Round::Down);
        let mut x_hi = rug::Float::with_val(wp, 0);
        x_hi.assign_round(&rug_x, Round::Up);
        let mut a_lo = rug::Float::with_val(wp, 0);
        a_lo.assign_round(x_lo.ln_ref(), Round::Down);
        let mut a_hi = rug::Float::with_val(wp, 0);
        a_hi.assign_round(x_hi.ln_ref(), Round::Up);
        // base_lo <= base <= base_hi, so (monotonic) 0 < b_lo <= ln(base) <= b_hi
        let mut base_lo = rug::Float::with_val(wp, 0);
        base_lo.assign_round(&rug_base, Round::Down);
        let mut base_hi = rug::Float::with_val(wp, 0);
        base_hi.assign_round(&rug_base, Round::Up);
        let mut b_lo = rug::Float::with_val(wp, 0);
        b_lo.assign_round(base_lo.ln_ref(), Round::Down);
        let mut b_hi = rug::Float::with_val(wp, 0);
        b_hi.assign_round(base_hi.ln_ref(), Round::Up);
        // q_lo <= ln(x) / ln(base) <= q_hi
        let q_lo_den = if a_lo.is_sign_negative() {
            &b_lo
        } else {
            &b_hi
        };
        let q_hi_den = if a_hi.is_sign_negative() {
            &b_hi
        } else {
            &b_lo
        };
        let mut q_lo = rug::Float::with_val(wp, 0);
        q_lo.assign_round(&a_lo / q_lo_den, Round::Down);
        let mut q_hi = rug::Float::with_val(wp, 0);
        q_hi.assign_round(&a_hi / q_hi_den, Round::Up);
        let mut l_lo = rug::Float::with_val(target_prec, 0);
        let mut o_lo = l_lo.assign_round(&q_lo, rm);
        let mut l_hi = rug::Float::with_val(target_prec, 0);
        let mut o_hi = l_hi.assign_round(&q_hi, rm);
        if o_lo == Equal {
            o_lo = o_hi;
        }
        if o_hi == Equal {
            o_hi = o_lo;
        }
        if l_lo == l_hi && o_lo == o_hi {
            return (l_lo, o_lo);
        }
        if working_prec > exact_threshold {
            let lo = Rational::try_from(&Float::from(&q_lo)).unwrap();
            let hi = Rational::try_from(&Float::from(&q_hi)).unwrap();
            let (l, o) = Float::from_rational_prec_round(
                simplest_dyadic_in(&lo, &hi),
                prec,
                rounding_mode_from_rug_round(rm),
            );
            return (rug::Float::exact_from(&l), o);
        }
        working_prec += working_prec >> 1;
    }
}

pub fn rug_log_base_rational_rational_base_prec(
    x: &Rational,
    base: &Rational,
    prec: u64,
) -> (rug::Float, Ordering) {
    rug_log_base_rational_rational_base_prec_round(x, base, prec, Round::Nearest)
}