Files
LithosAnanake/include/q48_16.h
T
Robert Allan James 36389e9d4a starkernel: item 4.3.3a -- Q48.16 trigonometry (Q.SIN/Q.COS)
Adds q48_reduce_angle() (range-reduce a signed Q48.16 angle into
[-PI_Q48, PI_Q48] via one integer division plus a bounded fix-up loop) and
q48_sin_approx/q48_cos_approx (Taylor series, terms n=3,5,7,9,11 for sin
and n=2,4,6,8,10 for cos, early exit below 10). Q.SIN/Q.COS registered as
FORTH words in q48_words.c, same pattern as Q.LOG/Q.EXP/Q.SQRT.

Found mid-implementation: this codebase has two independent Q48.16
implementations -- src/word_source/q48_16_words.c (hosted/vendored) and
src/starkernel/math/q48_16.c (kernel-only; the kernel build does not
compile the former at all). The hosted build linked fine after the first
pass; the kernel build failed with undefined references until the same
two functions were added to both .c files and both q48_16.h headers
(include/q48_16.h and include/starkernel/q48_16.h). Not fixed at the root
-- Q.LOG/Q.EXP/Q.SQRT already had this same four-file duplication,
unremarked until now -- just navigated correctly for this item.

Verified live on amd64 via serial injection: sin/cos at 0, +-pi/2, pi, and
3pi (range-reduction across multiple turns) all match expected values
within Taylor-series truncation error (<0.2%).

All three architectures boot clean to ok> with the DoE completing;
dict_hash identical across all three (0x291a660b05fa7b52).

FABRIC.md item 4.3.3a marked done with full acceptance evidence.
2026-08-07 13:39:05 -04:00

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/*
StarForth — Steady-State Virtual Machine Runtime
Copyright (c) 20232025 Robert A. James
All rights reserved.
This file is part of the StarForth project.
Licensed under the StarForth License, Version 1.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at:
https://github.com/star.4th@proton.me/StarForth/LICENSE.txt
This software is provided "AS IS", WITHOUT WARRANTY OF ANY KIND,
express or implied, including but not limited to the warranties of
merchantability, fitness for a particular purpose, and noninfringement.
See the License for the specific language governing permissions and
limitations under the License.
StarForth — Steady-State Virtual Machine Runtime
Copyright (c) 20232025 Robert A. James
All rights reserved.
This file is part of the StarForth project.
Licensed under the StarForth License, Version 1.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at:
https://github.com/star.4th@proton.me/StarForth/LICENSE.txt
This software is provided "AS IS", WITHOUT WARRANTY OF ANY KIND,
express or implied, including but not limited to the warranties of
merchantability, fitness for a particular purpose, and noninfringement.
See the License for the specific language governing permissions and
limitations under the License.
*/
#ifndef Q48_16_H
#define Q48_16_H
#include <stdint.h>
/* ============================================================================
* Q48.16 Fixed-Point Arithmetic
* ============================================================================
*
* Format: uint64_t with fixed decimal point after bit 15
* - Bits 0-15: Fractional part (1/65536 resolution)
* - Bits 16-63: Integer part (up to 2^48-1)
*
* Example: 0x00010000 = 1.0, 0x00018000 = 1.5, 0x00010001 = 1 + 1/65536
*
* All operations are integer-only: no floating-point, no transcendental functions.
* Used for inference engine calculations (variance, regression, diagnostics).
*
* Why Q48.16?
* - 48-bit integer range: 0 to 281,474,976,710,655 (enough for VM metrics)
* - 16-bit fractional: ~0.0000152 resolution (precise enough for statistical calculations)
* - Perfect fit for 64-bit uint64_t: efficient on modern CPUs
*/
typedef uint64_t q48_16_t;
/* ============================================================================
* Core Arithmetic Operations (All Q48.16 ↔ Q48.16)
* ============================================================================
*/
/*
* @brief Multiply two Q48.16 values, keeping result in Q48.16
*
* Math: (a / 2^16) * (b / 2^16) * 2^16 = (a * b) / 2^16
* Returns: (a * b) >> 16
*
* @param a First Q48.16 operand
* @param b Second Q48.16 operand
* @return (a * b) >> 16 in Q48.16 format
*/
q48_16_t q48_mul(q48_16_t a, q48_16_t b);
/*
* @brief Divide two Q48.16 values, keeping result in Q48.16
*
* Math: (a / 2^16) / (b / 2^16) * 2^16 = (a << 16) / b
* Returns: (a << 16) / b
*
* @param a Dividend in Q48.16
* @param b Divisor in Q48.16 (non-zero)
* @return (a << 16) / b in Q48.16 format
*/
q48_16_t q48_div(q48_16_t a, q48_16_t b);
/* Guard: skip static inlines already provided by include/starkernel/q48_16.h
* (both headers share the same definitions; STARKERNEL_Q48_16_H is defined
* by the kernel version so we avoid -Werror redefinition in mixed builds). */
#ifndef STARKERNEL_Q48_16_H
/**
* @brief Add two Q48.16 values
*
* Math: (a / 2^16) + (b / 2^16) = (a + b) / 2^16
* Returns: a + b (no shift needed, both have same scaling)
*
* @param a First Q48.16 operand
* @param b Second Q48.16 operand
* @return a + b in Q48.16 format
*/
static inline q48_16_t q48_add(q48_16_t a, q48_16_t b) {
return a + b;
}
/**
* @brief Subtract two Q48.16 values
*
* Math: (a / 2^16) - (b / 2^16) = (a - b) / 2^16
* Returns: a - b (no shift needed)
*
* @param a Minuend in Q48.16
* @param b Subtrahend in Q48.16
* @return a - b in Q48.16 format
*/
static inline q48_16_t q48_sub(q48_16_t a, q48_16_t b) {
return a - b;
}
/**
* @brief Absolute value of Q48.16
*
* @param a Q48.16 value
* @return |a| in Q48.16 format
*/
static inline q48_16_t q48_abs(q48_16_t a) {
return (a < 0x8000000000000000ULL) ? a : (0ULL - a);
}
/* ============================================================================
* Conversion Operations (u64 ↔ Q48.16)
* ============================================================================
*/
/**
* @brief Convert unsigned 64-bit integer to Q48.16
*
* Math: u * 2^16 (shift left by 16 bits)
* Example: q48_from_u64(1) = 0x10000 (1.0 in Q48.16)
*
* @param u Unsigned 64-bit integer (max 2^48-1 to avoid overflow)
* @return u << 16 in Q48.16 format
*/
static inline q48_16_t q48_from_u64(uint64_t u) {
return u << 16;
}
/**
* @brief Convert Q48.16 to unsigned 64-bit integer (truncate fractional)
*
* Math: q / 2^16 (shift right by 16 bits)
* Example: q48_to_u64(0x10000) = 1
*
* @param q Q48.16 value
* @return q >> 16 as unsigned 64-bit integer
*/
static inline uint64_t q48_to_u64(q48_16_t q) {
return q >> 16;
}
#endif /* STARKERNEL_Q48_16_H */
/*
* @brief Convert double to Q48.16 (for testing/initialization only)
*
* NOT used in inference engine (inference is integer-only).
* Provided for testing and diagnostic tools only.
*
* @param d Double-precision float
* @return d * 2^16 as Q48.16
*/
q48_16_t q48_from_double(double d);
/*
* @brief Convert Q48.16 to double (for testing/diagnostics only)
*
* NOT used in inference engine (inference is integer-only).
* Provided for logging and RStudio dashboard output.
*
* @param q Q48.16 value
* @return q / 2^16 as double
*/
double q48_to_double(q48_16_t q);
/* ============================================================================
* Approximation Operations (Integer-Only)
* ============================================================================
*/
/*
* @brief Approximate natural logarithm in Q48.16 (integer-only)
*
* Purpose: Required for decay slope inference via exponential fitting
* Model: ln(heat[t]) = ln(h0) - slope*t
*
* Method: Piecewise linear approximation or Newton-Raphson iteration
* - Input x must be > 0 (assertion check)
* - Output is ln(x) in Q48.16 format
* - Precision: ~5% error acceptable (tuning parameter)
* - No floating-point operations
*
* Implementation Strategy:
* 1. Use bit position (floor(log2(x))) as coarse estimate
* 2. Refine with Newton iteration (3-4 cycles for Q48.16 precision)
* 3. Keep all arithmetic in integer space
*
* Example: q48_log_approx(65536) = log(1.0) in Q48.16 ≈ 0
* q48_log_approx(131072) = log(2.0) in Q48.16 ≈ 0x0000B172
*
* @param x Value to take logarithm of (x > 0)
* @return ln(x) in Q48.16 format
*/
q48_16_t q48_log_approx(uint64_t x);
/*
* @brief Approximate exponential e^x in Q48.16 (integer-only, future use)
*
* Purpose: Might be needed for inverse operations or model validation
* Status: Defined but not required for Phase 1 inference engine
* Method: Similar to q48_log_approx (piecewise + Newton)
*
* @param q Q48.16 exponent
* @return e^q in Q48.16 format
*/
q48_16_t q48_exp_approx(q48_16_t q);
/*
* @brief Approximate square root in Q48.16 (integer-only)
*
* Purpose: Compute R² (fit quality) for regression diagnostics
* Method: Newton-Raphson for integer-only sqrt
*
* @param q Q48.16 value
* @return sqrt(q) in Q48.16 format
*/
q48_16_t q48_sqrt_approx(q48_16_t q);
/*
* @brief Approximate sin(q) in Q48.16 (integer-only, Taylor series)
*
* Purpose: Console drawing fabric's CIRCLE/ARC/ELLIPSE (FABRIC.md item 4.3.3b)
* Method: Range-reduce into [-pi, pi], then Taylor series
*
* @param q Angle in Q48.16 format (radians, any magnitude)
* @return sin(q) in Q48.16 format
*/
q48_16_t q48_sin_approx(q48_16_t q);
/*
* @brief Approximate cos(q) in Q48.16 (integer-only, Taylor series)
*
* Purpose: Console drawing fabric's CIRCLE/ARC/ELLIPSE (FABRIC.md item 4.3.3b)
* Method: Range-reduce into [-pi, pi], then Taylor series
*
* @param q Angle in Q48.16 format (radians, any magnitude)
* @return cos(q) in Q48.16 format
*/
q48_16_t q48_cos_approx(q48_16_t q);
/* ============================================================================
* Diagnostic / Testing Utilities
* ============================================================================
*/
/*
* @brief Pretty-print Q48.16 value to string for debugging
*
* Format: "integer.fractional" (e.g., "1.50000")
* Uses internal static buffer - NOT thread-safe
*
* @param q Q48.16 value
* @return Pointer to static string (valid until next call)
*/
const char* q48_to_string(q48_16_t q);
/*
* @brief Validate Q48.16 value is within safe range
*
* Checks: Does not overflow on mul/div operations
* Returns: 1 if valid, 0 if risky
*
* @param q Q48.16 value
* @return 1 if safe, 0 if risky
*/
int q48_is_valid(q48_16_t q);
#endif /* Q48_16_H */