dslcompile 0.0.1

High-performance symbolic mathematics with final tagless design, egglog optimization, and Rust hot-loading compilation
Documentation
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//! Tests for Expression Normalization
//!
//! This module tests the canonical form transformations and their integration
//! with the optimization pipeline.

use dslcompile::ast::ASTRepr;
use dslcompile::ast::normalization::{count_operations, denormalize, is_canonical, normalize};
use dslcompile::final_tagless::{ASTEval, ASTMathExpr};

#[cfg(feature = "optimization")]
use dslcompile::symbolic::native_egglog::optimize_with_native_egglog;

#[test]
fn test_basic_subtraction_normalization() {
    // Test: x - y → x + (-y)
    let expr = ASTRepr::Sub(
        Box::new(ASTRepr::<f64>::Variable(0)),
        Box::new(ASTRepr::<f64>::Variable(1)),
    );

    let normalized = normalize(&expr);

    // Should be canonical
    assert!(is_canonical(&normalized));

    // Should have the structure: Add(Variable(0), Neg(Variable(1)))
    match normalized {
        ASTRepr::Add(left, right) => {
            assert!(matches!(left.as_ref(), ASTRepr::Variable(0)));
            match right.as_ref() {
                ASTRepr::Neg(inner) => {
                    assert!(matches!(inner.as_ref(), ASTRepr::Variable(1)));
                }
                _ => panic!("Expected Neg operation in normalized subtraction"),
            }
        }
        _ => panic!("Expected Add operation after normalization"),
    }
}

#[test]
fn test_basic_division_normalization() {
    // Test: x / y → x * (y^(-1))
    let expr = ASTRepr::Div(
        Box::new(ASTRepr::<f64>::Variable(0)),
        Box::new(ASTRepr::<f64>::Variable(1)),
    );

    let normalized = normalize(&expr);

    // Should be canonical
    assert!(is_canonical(&normalized));

    // Should have the structure: Mul(Variable(0), Pow(Variable(1), Constant(-1.0)))
    match normalized {
        ASTRepr::Mul(left, right) => {
            assert!(matches!(left.as_ref(), ASTRepr::Variable(0)));
            match right.as_ref() {
                ASTRepr::Pow(base, exp) => {
                    assert!(matches!(base.as_ref(), ASTRepr::Variable(1)));
                    match exp.as_ref() {
                        ASTRepr::Constant(val) => {
                            assert!((*val - (-1.0_f64)).abs() < 1e-12);
                        }
                        _ => panic!("Expected Constant(-1.0) in power exponent"),
                    }
                }
                _ => panic!("Expected Pow operation in normalized division"),
            }
        }
        _ => panic!("Expected Mul operation after normalization"),
    }
}

#[test]
fn test_complex_expression_normalization() {
    // Test: (x - y) / (a + b) → (x + (-y)) * ((a + b)^(-1))
    let expr = ASTRepr::Div(
        Box::new(ASTRepr::Sub(
            Box::new(ASTRepr::<f64>::Variable(0)),
            Box::new(ASTRepr::<f64>::Variable(1)),
        )),
        Box::new(ASTRepr::Add(
            Box::new(ASTRepr::<f64>::Variable(2)),
            Box::new(ASTRepr::<f64>::Variable(3)),
        )),
    );

    let normalized = normalize(&expr);

    // Should be completely canonical
    assert!(is_canonical(&normalized));

    // Count operations before and after
    let (add_orig, mul_orig, sub_orig, div_orig) = count_operations(&expr);
    let (add_norm, mul_norm, sub_norm, div_norm) = count_operations(&normalized);

    // Original: 1 add, 0 mul, 1 sub, 1 div
    assert_eq!(add_orig, 1);
    assert_eq!(mul_orig, 0);
    assert_eq!(sub_orig, 1);
    assert_eq!(div_orig, 1);

    // Normalized: more add/mul, no sub/div
    assert!(add_norm > add_orig);
    assert!(mul_norm > mul_orig);
    assert_eq!(sub_norm, 0);
    assert_eq!(div_norm, 0);
}

#[test]
fn test_denormalization_roundtrip() {
    // Test that denormalization produces readable forms
    let original = ASTRepr::Sub(
        Box::new(ASTRepr::<f64>::Variable(0)),
        Box::new(ASTRepr::<f64>::Variable(1)),
    );

    let normalized = normalize(&original);
    let denormalized = denormalize(&normalized);

    // Denormalized should have the same structure as original
    match denormalized {
        ASTRepr::Sub(left, right) => {
            assert!(matches!(left.as_ref(), ASTRepr::Variable(0)));
            assert!(matches!(right.as_ref(), ASTRepr::Variable(1)));
        }
        _ => panic!("Expected Sub operation after denormalization"),
    }
}

#[test]
fn test_division_denormalization_roundtrip() {
    let original = ASTRepr::Div(
        Box::new(ASTRepr::<f64>::Variable(0)),
        Box::new(ASTRepr::<f64>::Variable(1)),
    );

    let normalized = normalize(&original);
    let denormalized = denormalize(&normalized);

    // Denormalized should have the same structure as original
    match denormalized {
        ASTRepr::Div(left, right) => {
            assert!(matches!(left.as_ref(), ASTRepr::Variable(0)));
            assert!(matches!(right.as_ref(), ASTRepr::Variable(1)));
        }
        _ => panic!("Expected Div operation after denormalization"),
    }
}

#[test]
fn test_nested_operations_normalization() {
    // Test: x - (y / z) → x + (-(y * (z^(-1))))
    let expr = ASTRepr::Sub(
        Box::new(ASTRepr::<f64>::Variable(0)),
        Box::new(ASTRepr::Div(
            Box::new(ASTRepr::<f64>::Variable(1)),
            Box::new(ASTRepr::<f64>::Variable(2)),
        )),
    );

    let normalized = normalize(&expr);

    // Should be completely canonical
    assert!(is_canonical(&normalized));

    // Should have no Sub or Div operations anywhere in the tree
    let (_, _, sub_count, div_count) = count_operations(&normalized);
    assert_eq!(sub_count, 0);
    assert_eq!(div_count, 0);
}

#[test]
fn test_transcendental_functions_preserved() {
    // Test that transcendental functions are preserved during normalization
    let expr = ASTRepr::Sub(
        Box::new(ASTRepr::Sin(Box::new(ASTRepr::<f64>::Variable(0)))),
        Box::new(ASTRepr::Ln(Box::new(ASTRepr::<f64>::Variable(1)))),
    );

    let normalized = normalize(&expr);

    // Should be canonical
    assert!(is_canonical(&normalized));

    // Should still contain Sin and Ln operations
    match normalized {
        ASTRepr::Add(left, right) => {
            assert!(matches!(left.as_ref(), ASTRepr::Sin(_)));
            match right.as_ref() {
                ASTRepr::Neg(inner) => {
                    assert!(matches!(inner.as_ref(), ASTRepr::Ln(_)));
                }
                _ => panic!("Expected Neg(Ln(_)) in normalized expression"),
            }
        }
        _ => panic!("Expected Add operation after normalization"),
    }
}

#[test]
fn test_constants_preserved() {
    // Test: 5.0 - 3.0 → 5.0 + (-3.0)
    let expr = ASTRepr::Sub(
        Box::new(ASTRepr::Constant(5.0_f64)),
        Box::new(ASTRepr::Constant(3.0_f64)),
    );

    let normalized = normalize(&expr);

    // Should be canonical
    assert!(is_canonical(&normalized));

    // Should preserve constants
    match normalized {
        ASTRepr::Add(left, right) => {
            assert!(
                matches!(left.as_ref(), ASTRepr::Constant(val) if (*val - 5.0_f64).abs() < 1e-12)
            );
            match right.as_ref() {
                ASTRepr::Neg(inner) => {
                    assert!(
                        matches!(inner.as_ref(), ASTRepr::Constant(val) if (*val - 3.0_f64).abs() < 1e-12)
                    );
                }
                _ => panic!("Expected Neg(Constant(3.0)) in normalized expression"),
            }
        }
        _ => panic!("Expected Add operation after normalization"),
    }
}

#[test]
fn test_already_canonical_expressions() {
    // Test that already canonical expressions are unchanged
    let expr = ASTRepr::Add(
        Box::new(ASTRepr::<f64>::Variable(0)),
        Box::new(ASTRepr::Neg(Box::new(ASTRepr::<f64>::Variable(1)))),
    );

    let normalized = normalize(&expr);

    // Should be canonical
    assert!(is_canonical(&normalized));
    assert!(is_canonical(&expr));

    // Should be structurally identical
    // (We can't easily test structural equality, but we can test that it's still canonical)
    let (add1, mul1, sub1, div1) = count_operations(&expr);
    let (add2, mul2, sub2, div2) = count_operations(&normalized);

    assert_eq!(add1, add2);
    assert_eq!(mul1, mul2);
    assert_eq!(sub1, sub2);
    assert_eq!(div1, div2);
}

#[test]
fn test_operation_count_reduction() {
    // Test that normalization reduces the number of operation types
    let expr = ASTRepr::Add(
        Box::new(ASTRepr::Sub(
            Box::new(ASTRepr::<f64>::Variable(0)),
            Box::new(ASTRepr::<f64>::Variable(1)),
        )),
        Box::new(ASTRepr::Div(
            Box::new(ASTRepr::<f64>::Variable(2)),
            Box::new(ASTRepr::<f64>::Variable(3)),
        )),
    );

    let normalized = normalize(&expr);

    let (add_orig, mul_orig, sub_orig, div_orig) = count_operations(&expr);
    let (add_norm, mul_norm, sub_norm, div_norm) = count_operations(&normalized);

    // Original has both sub and div
    assert!(sub_orig > 0);
    assert!(div_orig > 0);

    // Normalized has no sub or div
    assert_eq!(sub_norm, 0);
    assert_eq!(div_norm, 0);

    // But has more add and mul operations
    assert!(add_norm > add_orig);
    assert!(mul_norm > mul_orig);
}

#[test]
fn test_ergonomic_builder_integration() {
    // Test normalization with expressions built using the ergonomic builder

    // Build: x - y using modern API
    let expr: ASTRepr<f64> = ASTEval::sub(ASTEval::var(0), ASTEval::var(1));

    let normalized = normalize(&expr);

    // Should be canonical
    assert!(is_canonical(&normalized));

    // Should be denormalizable back to readable form
    let denormalized = denormalize(&normalized);
    assert!(!is_canonical(&denormalized)); // Should contain Sub again
}

#[cfg(feature = "optimization")]
#[test]
fn test_native_egglog_integration_with_normalization() {
    // Test that the native egglog integration works with normalization
    // Use a simpler expression to avoid hanging
    let expr = ASTRepr::Add(
        Box::new(ASTRepr::<f64>::Variable(0)),
        Box::new(ASTRepr::Constant(0.0_f64)),
    );

    // Test the normalization step first
    let normalized = normalize(&expr);
    assert!(is_canonical(&normalized));

    // Test the domain-aware native egglog optimizer
    #[cfg(feature = "optimization")]
    {
        use dslcompile::symbolic::native_egglog::NativeEgglogOptimizer;
        let optimizer_result = NativeEgglogOptimizer::new();

        match optimizer_result {
            Ok(mut optimizer) => {
                // Optimizer creation succeeded
                println!("Native egglog optimizer created successfully");

                // Try a very simple optimization that should complete quickly
                let simple_expr = ASTRepr::<f64>::Variable(0);
                let result = optimizer.optimize(&simple_expr);

                match result {
                    Ok(optimized) => {
                        println!("Simple optimization succeeded: {optimized:?}");
                    }
                    Err(e) => {
                        println!("Simple optimization failed (acceptable): {e}");
                    }
                }

                // Test the helper function as well
                let result2 = optimize_with_native_egglog(&simple_expr);
                match result2 {
                    Ok(optimized) => {
                        println!("Helper function optimization succeeded: {optimized:?}");
                    }
                    Err(e) => {
                        println!("Helper function optimization failed (acceptable): {e}");
                    }
                }
            }
            Err(e) => {
                println!("Native egglog optimizer creation failed (acceptable in test): {e}");
            }
        }
    }

    #[cfg(not(feature = "optimization"))]
    {
        // When optimization feature is disabled, just test normalization
        println!("Optimization feature disabled, testing normalization only");
        let denormalized = denormalize(&normalized);
        assert!(!is_canonical(&denormalized));
    }
}

#[test]
fn test_complex_mixed_operations() {
    // Test a complex expression with multiple mixed operations
    let expr = ASTRepr::Div(
        Box::new(ASTRepr::Sub(
            Box::new(ASTRepr::Mul(
                Box::new(ASTRepr::<f64>::Variable(0)),
                Box::new(ASTRepr::<f64>::Variable(1)),
            )),
            Box::new(ASTRepr::Constant(2.0_f64)),
        )),
        Box::new(ASTRepr::Add(
            Box::new(ASTRepr::<f64>::Variable(2)),
            Box::new(ASTRepr::Constant(1.0_f64)),
        )),
    );

    let normalized = normalize(&expr);

    // Should be completely canonical
    assert!(is_canonical(&normalized));

    // Should be able to denormalize back to a readable form
    let denormalized = denormalize(&normalized);

    // The denormalized form should contain Sub/Div again
    assert!(!is_canonical(&denormalized));

    // Should have the same evaluation semantics (we can't easily test this
    // without implementing evaluation, but the structure should be preserved)
}

#[test]
fn test_power_operations_preserved() {
    // Test that power operations are preserved and work correctly with normalization
    let expr = ASTRepr::Div(
        Box::new(ASTRepr::Pow(
            Box::new(ASTRepr::<f64>::Variable(0)),
            Box::new(ASTRepr::Constant(2.0_f64)),
        )),
        Box::new(ASTRepr::<f64>::Variable(1)),
    );

    let normalized = normalize(&expr);

    // Should be canonical
    assert!(is_canonical(&normalized));

    // Should contain the original power operation and a new power operation for division
    let (_, _, _, div_count) = count_operations(&normalized);
    assert_eq!(div_count, 0); // No division operations

    // Should contain power operations (original x^2 and new y^(-1))
    // We can verify this by checking the structure
    match normalized {
        ASTRepr::Mul(left, right) => {
            // Left should be the original power: x^2
            assert!(matches!(left.as_ref(), ASTRepr::Pow(_, _)));

            // Right should be the reciprocal: y^(-1)
            match right.as_ref() {
                ASTRepr::Pow(base, exp) => {
                    assert!(matches!(base.as_ref(), ASTRepr::Variable(1)));
                    assert!(
                        matches!(exp.as_ref(), ASTRepr::Constant(val) if (*val - (-1.0_f64)).abs() < 1e-12)
                    );
                }
                _ => panic!("Expected Pow operation for reciprocal"),
            }
        }
        _ => panic!("Expected Mul operation after normalization"),
    }
}