alkahest-cas 2.4.0

High-performance computer algebra kernel: symbolic expressions, polynomials, Gröbner bases, JIT, and Arb ball arithmetic.
Documentation
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//! Differential field tower representation and detection for the Risch algorithm.
//!
//! Models a tower of transcendental extensions over ℚ(x):
//!   K = ℚ(x)(t₁, t₂, …, tₙ)
//! where each tᵢ is either:
//!   - **Hyperexponential**: tᵢ = exp(ηᵢ), D(tᵢ) = D(ηᵢ) · tᵢ
//!   - **Hyperlogarithmic**:  tᵢ = log(hᵢ), D(tᵢ) = D(hᵢ)/hᵢ
//!
//! For the transcendental Risch algorithm, we build the tower bottom-up from a
//! symbolic expression and classify each generator.
//!
//! References: Bronstein (2005), §4.1–4.3.

use super::poly_rde::is_free_of_var;
use crate::kernel::{ExprData, ExprId, ExprPool};

// ---------------------------------------------------------------------------
// Tower level types
// ---------------------------------------------------------------------------

/// The kind of a transcendental extension generator.
#[derive(Debug, Clone, PartialEq)]
pub enum ExtensionKind {
    /// tᵢ = exp(η) with D(t) = D(η)·t (hyperexponential).
    Exp { eta: ExprId },
    /// tᵢ = log(h) with D(t) = D(h)/h (hyperlogarithmic).
    Log { h: ExprId },
}

/// A single level in the differential field tower.
#[derive(Debug, Clone)]
pub struct TowerLevel {
    /// ExprId of the generator expression itself (e.g., `exp(x^2)`).
    pub generator: ExprId,
    /// Kind and inner argument.
    pub kind: ExtensionKind,
}

impl TowerLevel {
    /// The inner argument (η for Exp, h for Log).
    pub fn argument(&self) -> ExprId {
        match self.kind {
            ExtensionKind::Exp { eta } => eta,
            ExtensionKind::Log { h } => h,
        }
    }

    /// Returns true if this is an Exp extension.
    pub fn is_exp(&self) -> bool {
        matches!(self.kind, ExtensionKind::Exp { .. })
    }

    /// Returns true if this is a Log extension.
    pub fn is_log(&self) -> bool {
        matches!(self.kind, ExtensionKind::Log { .. })
    }
}

// ---------------------------------------------------------------------------
// Generator discovery
// ---------------------------------------------------------------------------

/// Walk `expr` and collect all distinct transcendental generators (exp/log).
///
/// Each unique generator appears exactly once in the output list, in the order
/// first encountered during a depth-first traversal.
pub fn find_generators(expr: ExprId, var: ExprId, pool: &ExprPool) -> Vec<TowerLevel> {
    let mut generators = Vec::new();
    collect_generators(expr, var, pool, &mut generators);
    generators
}

fn collect_generators(expr: ExprId, var: ExprId, pool: &ExprPool, out: &mut Vec<TowerLevel>) {
    match pool.get(expr) {
        ExprData::Func { ref name, ref args } if args.len() == 1 => {
            let arg = args[0];
            match name.as_str() {
                "exp" => {
                    if !is_free_of_var(arg, var, pool) {
                        let level = TowerLevel {
                            generator: expr,
                            kind: ExtensionKind::Exp { eta: arg },
                        };
                        if !out.iter().any(|l| l.generator == expr) {
                            out.push(level);
                        }
                    }
                    // Recurse into the exponent for nested structure
                    collect_generators(arg, var, pool, out);
                }
                "log" => {
                    if !is_free_of_var(arg, var, pool) {
                        let level = TowerLevel {
                            generator: expr,
                            kind: ExtensionKind::Log { h: arg },
                        };
                        if !out.iter().any(|l| l.generator == expr) {
                            out.push(level);
                        }
                    }
                    collect_generators(arg, var, pool, out);
                }
                _ => {
                    for &a in args.iter() {
                        collect_generators(a, var, pool, out);
                    }
                }
            }
        }
        ExprData::Add(args) | ExprData::Mul(args) => {
            for &a in args.iter() {
                collect_generators(a, var, pool, out);
            }
        }
        ExprData::Pow { base, exp } => {
            collect_generators(base, var, pool, out);
            collect_generators(exp, var, pool, out);
        }
        _ => {}
    }
}

// ---------------------------------------------------------------------------
// Expression decomposition for the exp tower
// ---------------------------------------------------------------------------

/// Try to decompose `expr` as `coefficient(x) * exp_gen^power`, where:
///   - `exp_gen` is an `exp(η)` ExprId
///   - `power` is an integer (the monomial power in the exp tower)
///   - `coefficient` is what remains after factoring out the exp_gen
///
/// Returns `None` if the expression cannot be so decomposed.
pub fn extract_exp_factor(expr: ExprId, exp_gen: ExprId, pool: &ExprPool) -> Option<(ExprId, i64)> {
    match pool.get(expr) {
        // expr IS the generator itself: coefficient = 1, power = 1
        _ if expr == exp_gen => Some((pool.integer(1_i32), 1)),

        ExprData::Mul(args) => {
            // Separate exp_gen factors from the rest.
            let mut exp_power: i64 = 0;
            let mut rest: Vec<ExprId> = Vec::new();

            for &a in &args {
                if a == exp_gen {
                    exp_power += 1;
                } else if let ExprData::Pow { base, exp } = pool.get(a) {
                    if base == exp_gen {
                        // exp_gen^n
                        match pool.get(exp) {
                            ExprData::Integer(n) => {
                                exp_power += n.0.to_i64().unwrap_or(0);
                            }
                            _ => {
                                rest.push(a); // non-integer exponent: treat as unknown
                            }
                        }
                    } else {
                        rest.push(a);
                    }
                } else {
                    rest.push(a);
                }
            }

            if exp_power == 0 {
                return None; // No exp factor found.
            }

            let coeff = match rest.len() {
                0 => pool.integer(1_i32),
                1 => rest[0],
                _ => pool.mul(rest),
            };
            Some((coeff, exp_power))
        }

        ExprData::Pow { base, exp } => {
            if base == exp_gen {
                // exp_gen^n: coefficient = 1, power = n
                if let ExprData::Integer(n) = pool.get(exp) {
                    if let Some(n_i) = n.0.to_i64() {
                        return Some((pool.integer(1_i32), n_i));
                    }
                }
            }
            None
        }

        _ => None,
    }
}

/// Decompose `expr` into its components relative to an exp generator.
///
/// Returns `(rational_part, exp_monomials)` where:
/// - `rational_part` is the sum of all terms in `expr` NOT involving `exp_gen`
/// - `exp_monomials` is a list of `(coefficient, k)` pairs meaning `coefficient * exp_gen^k`
///
/// Supports `expr` that is a sum of such terms.
pub fn decompose_wrt_exp(
    expr: ExprId,
    exp_gen: ExprId,
    pool: &ExprPool,
) -> (ExprId, Vec<(ExprId, i64)>) {
    let zero = pool.integer(0_i32);

    match pool.get(expr) {
        ExprData::Add(args) => {
            let mut rational_terms: Vec<ExprId> = Vec::new();
            let mut exp_terms: Vec<(ExprId, i64)> = Vec::new();

            for &a in &args {
                if let Some((coeff, k)) = extract_exp_factor(a, exp_gen, pool) {
                    exp_terms.push((coeff, k));
                } else {
                    rational_terms.push(a);
                }
            }

            let rational_part = match rational_terms.len() {
                0 => zero,
                1 => rational_terms[0],
                _ => pool.add(rational_terms),
            };
            (rational_part, exp_terms)
        }

        _ => {
            // Single term.
            if let Some((coeff, k)) = extract_exp_factor(expr, exp_gen, pool) {
                (zero, vec![(coeff, k)])
            } else {
                (expr, vec![])
            }
        }
    }
}

// ---------------------------------------------------------------------------
// Expression decomposition for the log tower
// ---------------------------------------------------------------------------

/// Try to decompose `expr` as a polynomial in `log_gen = log(h)`.
///
/// Returns `Some(coeffs)` where `coeffs[k]` is the coefficient of `log_gen^k`,
/// or `None` if the expression cannot be written as a polynomial in `log_gen`.
pub fn decompose_as_log_poly(
    expr: ExprId,
    log_gen: ExprId,
    pool: &ExprPool,
) -> Option<Vec<ExprId>> {
    // Maximum degree to try (practical bound).
    const MAX_LOG_DEGREE: usize = 20;

    let mut coeffs = vec![pool.integer(0_i32); 1]; // coeffs[0] = constant term

    decompose_log_inner(
        expr,
        log_gen,
        pool,
        &mut coeffs,
        pool.integer(1_i32),
        MAX_LOG_DEGREE,
    )?;

    Some(coeffs)
}

/// Recursive helper: accumulate `factor * expr` into `coeffs`.
/// `factor` is a rational expression that multiplies the current subexpression.
fn decompose_log_inner(
    expr: ExprId,
    log_gen: ExprId,
    pool: &ExprPool,
    coeffs: &mut Vec<ExprId>,
    factor: ExprId,
    depth_limit: usize,
) -> Option<()> {
    if depth_limit == 0 {
        return None;
    }

    // Ensure coeffs has at least 1 element.
    if coeffs.is_empty() {
        coeffs.push(pool.integer(0_i32));
    }

    // expr IS the log generator: contributes factor to degree 1.
    if expr == log_gen {
        while coeffs.len() < 2 {
            coeffs.push(pool.integer(0_i32));
        }
        let old = coeffs[1];
        coeffs[1] = pool.add(vec![old, factor]);
        return Some(());
    }

    // expr does not involve log_gen: contributes factor * expr to degree 0.
    if is_free_of_log(expr, log_gen, pool) {
        let term = if is_one(factor, pool) {
            expr
        } else {
            pool.mul(vec![factor, expr])
        };
        let old = coeffs[0];
        coeffs[0] = pool.add(vec![old, term]);
        return Some(());
    }

    match pool.get(expr) {
        ExprData::Add(args) => {
            for a in &args {
                decompose_log_inner(*a, log_gen, pool, coeffs, factor, depth_limit - 1)?;
            }
            Some(())
        }

        ExprData::Mul(args) => {
            // Separate: find log_gen (or power of log_gen) in the product.
            let mut log_power = 0i64;
            let mut other_factors: Vec<ExprId> = Vec::new();

            for &a in &args {
                if a == log_gen {
                    log_power += 1;
                } else if let ExprData::Pow { base, exp } = pool.get(a) {
                    if base == log_gen {
                        if let ExprData::Integer(n) = pool.get(exp) {
                            log_power += n.0.to_i64()?;
                        } else {
                            other_factors.push(a);
                        }
                    } else {
                        other_factors.push(a);
                    }
                } else {
                    other_factors.push(a);
                }
            }

            if log_power == 0 {
                // No log factor: treat the whole expression as a constant.
                let term = if is_one(factor, pool) {
                    expr
                } else {
                    pool.mul(vec![factor, expr])
                };
                let old = coeffs[0];
                coeffs[0] = pool.add(vec![old, term]);
                return Some(());
            }

            // Build the coefficient = factor * (other factors).
            let new_factor = if other_factors.is_empty() {
                factor
            } else if is_one(factor, pool) {
                match other_factors.len() {
                    1 => other_factors[0],
                    _ => pool.mul(other_factors),
                }
            } else {
                let mut f = other_factors;
                f.push(factor);
                pool.mul(f)
            };

            let deg = log_power as usize;
            while coeffs.len() <= deg {
                coeffs.push(pool.integer(0_i32));
            }
            let old = coeffs[deg];
            coeffs[deg] = pool.add(vec![old, new_factor]);
            Some(())
        }

        ExprData::Pow { base, exp } => {
            if base == log_gen {
                // log_gen^n: pure power.
                if let ExprData::Integer(n) = pool.get(exp) {
                    if let Some(deg) = n.0.to_u32() {
                        while coeffs.len() <= deg as usize {
                            coeffs.push(pool.integer(0_i32));
                        }
                        let old = coeffs[deg as usize];
                        coeffs[deg as usize] = pool.add(vec![old, factor]);
                        return Some(());
                    }
                }
            }
            None
        }

        _ => None,
    }
}

/// Returns true if `expr` is the integer 1.
fn is_one(expr: ExprId, pool: &ExprPool) -> bool {
    matches!(pool.get(expr), ExprData::Integer(n) if n.0 == 1)
}

/// Returns true if `expr` syntactically does not involve `log_gen`.
fn is_free_of_log(expr: ExprId, log_gen: ExprId, pool: &ExprPool) -> bool {
    if expr == log_gen {
        return false;
    }
    match pool.get(expr) {
        ExprData::Add(args) | ExprData::Mul(args) => {
            args.iter().all(|&a| is_free_of_log(a, log_gen, pool))
        }
        ExprData::Pow { base, exp } => {
            is_free_of_log(base, log_gen, pool) && is_free_of_log(exp, log_gen, pool)
        }
        ExprData::Func { ref args, .. } => args.iter().all(|&a| is_free_of_log(a, log_gen, pool)),
        _ => true,
    }
}

// ---------------------------------------------------------------------------
// Degree estimation
// ---------------------------------------------------------------------------

/// Estimate the degree of `expr` as a polynomial in `var`.
/// Returns `None` if the expression is not a polynomial in `var`.
pub fn poly_degree(expr: ExprId, var: ExprId, pool: &ExprPool) -> Option<u32> {
    if expr == var {
        return Some(1);
    }
    if is_free_of_var(expr, var, pool) {
        return Some(0);
    }
    match pool.get(expr) {
        ExprData::Add(args) => {
            let mut max_d = 0u32;
            for &a in &args {
                let d = poly_degree(a, var, pool)?;
                max_d = max_d.max(d);
            }
            Some(max_d)
        }
        ExprData::Mul(args) => {
            let mut total = 0u32;
            for &a in &args {
                let d = poly_degree(a, var, pool)?;
                total = total.checked_add(d)?;
            }
            Some(total)
        }
        ExprData::Pow { base, exp } if base == var => match pool.get(exp) {
            ExprData::Integer(n) => n.0.to_u32(),
            _ => None,
        },
        ExprData::Pow { base, .. } if is_free_of_var(base, var, pool) => Some(0),
        _ => None,
    }
}