Added Knuth's "Algorithm D" from TAOCP "Seminumerical algorithms"
This commit is contained in:
367
src/bigint.c
367
src/bigint.c
@@ -9,6 +9,10 @@
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(result).message[RESULT_MSG_SIZE - 1] = '\0'; \
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} while (0)
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#define REMOVE(ptr) \
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free(ptr); \
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ptr = NULL
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#define IS_DIGIT(c) ((c) >= '0') && ((c) <= '9')
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#include <stdio.h>
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@@ -842,30 +846,32 @@ cleanup: // Destroy intermediate allocations on error
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}
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/**
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* bigint_dev
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* @x: a valid non-null big integer (dividend)
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* @y: a valid non-null big integer (divisor)
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*
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* Computes division using long division algorithm in O(n^2)
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*
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* Returns a bigint_result_t data type
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* bigint_div
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* @x: a non-null big integer acting as a dividend
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* @y: a non-null big integer acting as a divisor
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*
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* Computers the quotient floor (i.e., |X| / |Y|) using Knuth's Algorithm D
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* Adaoted from p. 273 of Don Knuth's TAoCP Vol. 2
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* The complexity is O(n * m) where 'n' and 'm' are the number of base-10^9
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* "parts" (the limbs in the code below) in the divisor and the quotient, respectively.
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*
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* Returns a bigint_result_t containing the quotient.
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* The called of this function will be responsible for applying the sign.
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*/
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static bigint_result_t bigint_div(const bigint_t *x, const bigint_t *y) {
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bigint_result_t result = {0};
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bigint_result_t tmp_res = {0};
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bigint_t *quotient = NULL;
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bigint_t *remainder = NULL;
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bigint_t *abs_y = NULL;
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long long *u = NULL, *v = NULL, *q = NULL;
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if (x == NULL || y == NULL) {
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result.status = BIGINT_ERR_INVALID;
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SET_MSG(result, "Invalid big numbers");
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SET_MSG(result, "Invalid big integers");
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return result;
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}
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// Check for division by zero
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const size_t y_size = vector_size(y->digits);
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if (y_size == 0) {
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result.status = BIGINT_ERR_DIV_BY_ZERO;
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@@ -875,16 +881,16 @@ static bigint_result_t bigint_div(const bigint_t *x, const bigint_t *y) {
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}
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if (y_size == 1) {
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vector_result_t y_val_res = vector_get(y->digits, 0);
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if (y_val_res.status != VECTOR_OK) {
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vector_result_t y0_res = vector_get(y->digits, 0);
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if (y0_res.status != VECTOR_OK) {
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result.status = BIGINT_ERR_INVALID;
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COPY_MSG(result, y_val_res.message);
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COPY_MSG(result, y0_res.message);
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return result;
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}
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int *y_val = (int*)y_val_res.value.element;
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if (*y_val == 0) {
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int *y0 = (int *)y0_res.value.element;
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if (*y0 == 0) {
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result.status = BIGINT_ERR_DIV_BY_ZERO;
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SET_MSG(result, "Cannot divide by zero");
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@@ -892,94 +898,230 @@ static bigint_result_t bigint_div(const bigint_t *x, const bigint_t *y) {
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}
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}
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// If |x| < |y| then result is zero
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tmp_res = bigint_compare_abs(x, y);
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if (tmp_res.status != BIGINT_OK) { return tmp_res; }
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if (tmp_res.status != BIGINT_OK) {
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return tmp_res;
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}
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if (tmp_res.value.compare_status < 0) {
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tmp_res = bigint_from_int(0);
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if (tmp_res.status != BIGINT_OK) { return tmp_res; }
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return bigint_from_int(0);
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}
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result.value.number = tmp_res.value.number;
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const size_t x_size = vector_size(x->digits);
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const size_t n = y_size;
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const long long BASE = (long long)BIGINT_BASE;
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quotient = malloc(sizeof(bigint_t));
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if (quotient == NULL) {
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result.status = BIGINT_ERR_ALLOCATE;
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SET_MSG(result, "Cannot allocate memory for big integer");
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goto cleanup;
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}
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quotient->digits = NULL;
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quotient->is_negative = false;
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// Single-limb divisor case. Here, we scan using 64-bit arithmetic in O(n)
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if (y_size == 1) {
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vector_result_t y0_res = vector_get(y->digits, 0);
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if (y0_res.status != VECTOR_OK) {
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result.status = BIGINT_ERR_INVALID;
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COPY_MSG(result, y0_res.message);
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goto cleanup;
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}
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long long divisor = *(int *)y0_res.value.element;
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vector_result_t vec_res = vector_new(x_size, sizeof(int));
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if (vec_res.status != VECTOR_OK) {
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result.status = BIGINT_ERR_ALLOCATE;
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COPY_MSG(result, vec_res.message);
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goto cleanup;
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}
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quotient->digits = vec_res.value.vector;
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long long remainder = 0;
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for (int idx = (int)x_size - 1; idx >= 0; idx--) {
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vector_result_t xidx_res = vector_get(x->digits, idx);
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if (xidx_res.status != VECTOR_OK) {
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result.status = BIGINT_ERR_INVALID;
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COPY_MSG(result, xidx_res.message);
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goto cleanup;
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}
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long long current = remainder * BASE + *(int *)xidx_res.value.element;
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int q_idx = (int)(current / divisor);
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remainder = current % divisor;
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vector_result_t push_res = vector_push(quotient->digits, &q_idx);
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if (push_res.status != VECTOR_OK) {
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result.status = BIGINT_ERR_INVALID;
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COPY_MSG(result, push_res.message);
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goto cleanup;
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}
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}
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// Restore the LSB-first order
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const size_t q_size = vector_size(quotient->digits);
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for (size_t lo = 0, hi = q_size - 1; lo < hi; hi--) {
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vector_result_t lr = vector_get(quotient->digits, lo);
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vector_result_t hr = vector_get(quotient->digits, hi);
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if (lr.status != VECTOR_OK || hr.status != VECTOR_OK) {
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result.status = BIGINT_ERR_INVALID;
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SET_MSG(result, "Failed to reverse quotient digits");
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goto cleanup;
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}
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int lower_val = *(int *)lr.value.element;
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int higher_val = *(int *)hr.value.element;
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vector_set(quotient->digits, lo, &higher_val);
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vector_set(quotient->digits, hi, &lower_val);
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}
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bigint_result_t trim_res = bigint_trim_zeros(quotient);
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if (trim_res.status != BIGINT_OK) { result = trim_res; goto cleanup; }
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result.value.number = quotient;
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result.status = BIGINT_OK;
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SET_MSG(result, "Division between big integers was successful");
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return result;
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}
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// Initialize quotient and remainder
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tmp_res = bigint_from_int(0);
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if (tmp_res.status != BIGINT_OK) { return tmp_res; }
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quotient = tmp_res.value.number;
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/* General case using Knuth's Algorithm
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* First, some definitions:
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* index 0 -> least significant limb;
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* n -> limb count of divisor y
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* m -> limb count of quotient (x_size - n)
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* u[0 ... m + n] -> working copy of the (scaled) dividend +1 sentinel limb
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* v[0 ... n - 1] -> working copy of the (scaled) divisor
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* q[0 ... m] -> output quotient limbs
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*/
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const size_t m = x_size - n;
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tmp_res = bigint_from_int(0);
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if (tmp_res.status != BIGINT_OK) { bigint_destroy(quotient); return tmp_res; }
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remainder = tmp_res.value.number;
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u = calloc(m + n + 1, sizeof(long long));
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v = calloc(n, sizeof(long long));
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q = calloc(m + 1, sizeof(long long));
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// Create absolute value of y for later comparisons
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tmp_res = bigint_clone(y);
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if (tmp_res.status != BIGINT_OK) {
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bigint_destroy(quotient);
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bigint_destroy(remainder);
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if (u == NULL || v == NULL || q == NULL) {
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result.status = BIGINT_ERR_ALLOCATE;
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SET_MSG(result, "Cannot allocate scratch arrays for division");
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return tmp_res;
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goto cleanup;
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}
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abs_y = tmp_res.value.number;
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abs_y->is_negative = false;
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// Long division algorithm applied from MSB to LSB
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const size_t x_size = vector_size(x->digits);
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for (int idx = (int)x_size - 1; idx >= 0; idx--) {
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// Shift remainder left by one base digit (multiplication by BASE)
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tmp_res = bigint_shift_left(remainder, 1);
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if (tmp_res.status != BIGINT_OK) { result = tmp_res; goto cleanup; }
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bigint_t *shifted_remainder = tmp_res.value.number;
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bigint_destroy(remainder);
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remainder = shifted_remainder;
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// Add current digit of 'x' to the least significant position of remainder
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vector_result_t digit_res = vector_get(x->digits, idx);
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if (digit_res.status != VECTOR_OK) {
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for (size_t idx = 0; idx < x_size; idx++) {
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vector_result_t get_res = vector_get(x->digits, idx);
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if (get_res.status != VECTOR_OK) {
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result.status = BIGINT_ERR_INVALID;
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COPY_MSG(result, digit_res.message);
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COPY_MSG(result, get_res.message);
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goto cleanup;
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}
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int *x_digit = (int*)digit_res.value.element;
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u[idx] = *(int *)get_res.value.element;
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}
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vector_result_t set_res = vector_set(remainder->digits, 0, x_digit);
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if (set_res.status != VECTOR_OK) {
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for (size_t idx = 0; idx < n; idx++) {
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vector_result_t get_res = vector_get(y->digits, idx);
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if (get_res.status != VECTOR_OK) {
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result.status = BIGINT_ERR_INVALID;
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COPY_MSG(result, set_res.message);
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COPY_MSG(result, get_res.message);
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goto cleanup;
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}
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tmp_res = bigint_trim_zeros(remainder);
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if (tmp_res.status != BIGINT_OK) { result = tmp_res; goto cleanup; }
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v[idx] = *(int *)get_res.value.element;
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}
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// COunt how many times 'y' fits into current remainder
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size_t count = 0;
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while (1) {
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tmp_res = bigint_compare_abs(remainder, abs_y);
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if (tmp_res.status != BIGINT_OK) { result = tmp_res; goto cleanup; }
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if (tmp_res.value.compare_status < 0) { break; } // remainder < abs_y
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// D1 (normalize): choose 'd' so that v[n - 1] >= BASE / 2 (after scaling)
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const long long d = BASE / (v[n - 1] + 1);
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// remainder = remainder - abs_y
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tmp_res = bigint_sub_abs(remainder, abs_y);
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if (tmp_res.status != BIGINT_OK) { result = tmp_res; goto cleanup; }
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long long carry = 0;
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for (size_t idx = 0; idx < x_size; idx++) {
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long long current = u[idx] * d + carry;
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u[idx] = current % BASE;
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carry = current / BASE;
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}
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u[x_size] = carry;
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bigint_t *new_remainder = tmp_res.value.number;
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bigint_destroy(remainder);
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remainder = new_remainder;
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count++;
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carry = 0;
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for (size_t idx = 0; idx < n; idx++) {
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long long current = v[idx] * d + carry;
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v[idx] = current % BASE;
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carry = current / BASE;
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}
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// D2-D6: the main loop. One iteration produces one quotient limb
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for (long long j = (long long)m; j >= 0; j--) {
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size_t jj = (size_t)j;
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// D3: 2-by-1 trial quotient
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long long two_limb = u[jj + n] * BASE + u[jj + n - 1];
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long long q_hat = two_limb / v[n - 1];
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long long r_hat = two_limb % v[n - 1];
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while (q_hat >= BASE || ((n >= 2) && (q_hat * v[n - 2]) > (BASE * r_hat + u[jj + n - 2]))) {
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q_hat--;
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r_hat += v[n - 1];
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if (r_hat >= BASE) { break; }
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}
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// Add count to quotient digits
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vector_result_t push_res = vector_push(quotient->digits, &count);
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// D4: multiply-subtract u[j ... j + n] -= q_hat * v[0 ... n - 1]
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long long borrow = 0;
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for (size_t idx = 0; idx < n; idx++) {
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long long product = q_hat * v[idx] + borrow;
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borrow = product / BASE;
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long long diff = u[jj + idx] - (product % BASE);
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if (diff < 0) {
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diff += BASE;
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borrow++;
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}
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u[jj + idx] = diff;
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}
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u[jj + n] -= borrow;
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// D5: store quotient digit
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q[jj] = q_hat;
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// D6: if 'u' went negative, add 'v' back once and decrement q[j]
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if (u[jj + n] < 0) {
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q[jj]--;
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carry = 0;
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for (size_t idx = 0; idx < n; idx++) {
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long long sum = u[jj + idx] + v[idx] + carry;
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u[jj + idx] = sum % BASE;
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carry = sum / BASE;
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}
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u[jj + n] += carry;
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}
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}
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// Delete working copy from memory
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REMOVE(u); REMOVE(v);
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// Build the bigint quotient from q[0 ... m] (index 0 = LSB)
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vector_result_t vec_res = vector_new(m + 1, sizeof(int));
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if (vec_res.status != VECTOR_OK) {
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result.status = BIGINT_ERR_ALLOCATE;
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COPY_MSG(result, vec_res.message);
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goto cleanup;
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}
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quotient->digits = vec_res.value.vector;
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for (size_t idx = 0; idx <= m; idx++) {
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int q_idx = (int)q[idx];
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vector_result_t push_res = vector_push(quotient->digits, &q_idx);
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if (push_res.status != VECTOR_OK) {
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result.status = BIGINT_ERR_INVALID;
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COPY_MSG(result, push_res.message);
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@@ -988,34 +1130,10 @@ static bigint_result_t bigint_div(const bigint_t *x, const bigint_t *y) {
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}
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}
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// Reverse quotient digits
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const size_t q_size = vector_size(quotient->digits);
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for (size_t idx = 0; idx < q_size / 2; idx++) {
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vector_result_t left_res = vector_get(quotient->digits, idx);
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vector_result_t right_res = vector_get(quotient->digits, q_size - 1 - idx);
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REMOVE(q);
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if (left_res.status != VECTOR_OK || right_res.status != VECTOR_OK) {
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result.status = BIGINT_ERR_INVALID;
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SET_MSG(result, "Failed to access vector elements");
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goto cleanup;
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}
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int *left = (int*)left_res.value.element;
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int *right = (int*)right_res.value.element;
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int temp = *left;
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vector_set(quotient->digits, idx, right);
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vector_set(quotient->digits, q_size - 1 - idx, &temp);
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}
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quotient->is_negative = (x->is_negative != y->is_negative);
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tmp_res = bigint_trim_zeros(quotient);
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if (tmp_res.status != BIGINT_OK) { result = tmp_res; goto cleanup; }
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bigint_destroy(remainder);
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bigint_destroy(abs_y);
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bigint_result_t trim_res = bigint_trim_zeros(quotient);
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if (trim_res.status != BIGINT_OK) { result = trim_res; goto cleanup; }
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result.value.number = quotient;
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result.status = BIGINT_OK;
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@@ -1024,20 +1142,20 @@ static bigint_result_t bigint_div(const bigint_t *x, const bigint_t *y) {
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return result;
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cleanup:
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free(u); free(v); free(q);
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if (quotient) { bigint_destroy(quotient); }
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if (remainder) { bigint_destroy(remainder); }
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if (abs_y) { bigint_destroy(abs_y); }
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return result;
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}
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/**
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* bigint_from_int
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* @value: an integer value
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*
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* Takes an integer and convert it to a big integer
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*
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* Returns a big_int_result_t data type containing a new big integer
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* Returns a bigint_result_t data type containing a new big integer
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*/
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bigint_result_t bigint_from_int(long long value) {
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bigint_result_t result = {0};
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@@ -1562,7 +1680,9 @@ bigint_result_t bigint_prod(const bigint_t *x, const bigint_t *y) {
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* @x: a valid non-null big integer
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* @y: a valid non-null big integer
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*
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* Computes division with remainder
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* Computes truncated division with remainder. That is:
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* quotient = trunc(x / y) sign = sign(x) XOR sign(y)
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* remainder = x - y * quotient sign = sign(x)
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*
|
||||
* Returns a bigint_result_t data type
|
||||
*/
|
||||
@@ -1570,7 +1690,6 @@ bigint_result_t bigint_divmod(const bigint_t *x, const bigint_t *y) {
|
||||
bigint_result_t result = {0};
|
||||
bigint_result_t tmp_res = {0};
|
||||
|
||||
// Intermediate results
|
||||
bigint_t *quotient = NULL;
|
||||
bigint_t *y_times_q = NULL;
|
||||
bigint_t *remainder = NULL;
|
||||
@@ -1582,11 +1701,10 @@ bigint_result_t bigint_divmod(const bigint_t *x, const bigint_t *y) {
|
||||
return result;
|
||||
}
|
||||
|
||||
// Check for division by zero
|
||||
const size_t y_size = vector_size(y->digits);
|
||||
if (y_size == 0) {
|
||||
result.status = BIGINT_ERR_DIV_BY_ZERO;
|
||||
SET_MSG(result, "Division by zero");
|
||||
SET_MSG(result, "Cannot divide by zero");
|
||||
|
||||
return result;
|
||||
}
|
||||
@@ -1600,16 +1718,16 @@ bigint_result_t bigint_divmod(const bigint_t *x, const bigint_t *y) {
|
||||
return result;
|
||||
}
|
||||
|
||||
int *y_val = (int*)y_val_res.value.element;
|
||||
int *y_val = (int *)y_val_res.value.element;
|
||||
if (*y_val == 0) {
|
||||
result.status = BIGINT_ERR_DIV_BY_ZERO;
|
||||
SET_MSG(result, "Division by zero");
|
||||
SET_MSG(result, "Cannot divide by zero");
|
||||
|
||||
return result;
|
||||
}
|
||||
}
|
||||
|
||||
// |x| < |y| then quotient is 0 and remainder is x
|
||||
// |x| < |y|: quotient is 0, remainder is x
|
||||
tmp_res = bigint_compare_abs(x, y);
|
||||
if (tmp_res.status != BIGINT_OK) { result = tmp_res; goto cleanup; }
|
||||
|
||||
@@ -1624,6 +1742,7 @@ bigint_result_t bigint_divmod(const bigint_t *x, const bigint_t *y) {
|
||||
|
||||
result.value.division.quotient = quotient;
|
||||
result.value.division.remainder = remainder;
|
||||
|
||||
result.status = BIGINT_OK;
|
||||
SET_MSG(result, "Division between big integers was successful");
|
||||
|
||||
@@ -1634,7 +1753,10 @@ bigint_result_t bigint_divmod(const bigint_t *x, const bigint_t *y) {
|
||||
if (tmp_res.status != BIGINT_OK) { result = tmp_res; goto cleanup; }
|
||||
quotient = tmp_res.value.number;
|
||||
|
||||
// Compute r = x - y * q
|
||||
// Set quotient sign accordingly
|
||||
quotient->is_negative = (x->is_negative != y->is_negative);
|
||||
|
||||
// Compute remainder using r = x - y * q
|
||||
tmp_res = bigint_prod(y, quotient);
|
||||
if (tmp_res.status != BIGINT_OK) { result = tmp_res; goto cleanup; }
|
||||
y_times_q = tmp_res.value.number;
|
||||
@@ -1643,20 +1765,31 @@ bigint_result_t bigint_divmod(const bigint_t *x, const bigint_t *y) {
|
||||
if (tmp_res.status != BIGINT_OK) { result = tmp_res; goto cleanup; }
|
||||
remainder = tmp_res.value.number;
|
||||
|
||||
// Ensure that remainder has correct sign (i.e., same as dividend x)
|
||||
// In C-style division, sign(remainder) = sign(dividend)
|
||||
remainder->is_negative = x->is_negative;
|
||||
|
||||
tmp_res = bigint_trim_zeros(remainder);
|
||||
if (tmp_res.status != BIGINT_OK) { result = tmp_res; goto cleanup; }
|
||||
|
||||
|
||||
// Set remainder sign accordingly
|
||||
vector_result_t r0 = vector_get(remainder->digits, 0);
|
||||
if (r0.status != VECTOR_OK) {
|
||||
result.status = BIGINT_ERR_INVALID;
|
||||
COPY_MSG(result, r0.message);
|
||||
|
||||
goto cleanup;
|
||||
}
|
||||
|
||||
bool rem_is_zero = (vector_size(remainder->digits) == 1 && *(int *)r0.value.element == 0);
|
||||
|
||||
if (!rem_is_zero) {
|
||||
remainder->is_negative = x->is_negative;
|
||||
}
|
||||
|
||||
result.value.division.quotient = quotient;
|
||||
result.value.division.remainder = remainder;
|
||||
result.status = BIGINT_OK;
|
||||
SET_MSG(result, "Division between big integers was successful");
|
||||
|
||||
bigint_destroy(y_times_q);
|
||||
|
||||
|
||||
return result;
|
||||
|
||||
cleanup:
|
||||
|
||||
Reference in New Issue
Block a user