BitVecCosineSimilarity
- Function
- August 22, 2025
Table of Contents
BitVecCosineSimilarity
BitVecCosineSimilarity
Description
Calculate cosine similarity between two bitvectors. Treats bitvectors as binary vectors and computes cosine of angle between them.
Parameters
Name | Direction | Description |
---|---|---|
bv1 | in | First bitvector |
bv2 | in | Second bitvector |
Usage example (from documentation)
double similarity = BitVecCosineSimilarity(&bv1, &bv2);
Usage example (Cross-references)
- In
BitVec.c:1209
:
}
double BitVecCosineSimilarity(BitVec *bv1, BitVec *bv2) {
ValidateBitVec(bv1);
ValidateBitVec(bv2);
// Test BitVecCosineSimilarity basic functionality
bool test_bitvec_cosine_similarity_basic(void) {
printf("Testing BitVecCosineSimilarity basic functionality\n");
BitVec bv1 = BitVecInit();
BitVecPush(&bv2, true);
double similarity = BitVecCosineSimilarity(&bv1, &bv2);
result = result && (fabs(similarity - 1.0) < 0.001);
BitVecPush(&bv2, true);
similarity = BitVecCosineSimilarity(&bv1, &bv2);
result = result && (fabs(similarity - 0.0) < 0.001);
// Test BitVecCosineSimilarity edge cases
bool test_bitvec_cosine_similarity_edge_cases(void) {
printf("Testing BitVecCosineSimilarity edge cases\n");
BitVec bv1 = BitVecInit();
BitVecPush(&bv2, false);
double similarity = BitVecCosineSimilarity(&bv1, &bv2);
result = result && (similarity == 0.0);
BitVecPush(&bv2, false);
similarity = BitVecCosineSimilarity(&bv1, &bv2);
result = result && (similarity == 0.0);
u64 hamming = BitVecHammingDistance(&bv1, &bv2);
double jaccard = BitVecJaccardSimilarity(&bv1, &bv2);
double cosine = BitVecCosineSimilarity(&bv1, &bv2);
u64 dot_prod = BitVecDotProduct(&bv1, &bv2);
double correlation = BitVecCorrelation(&bv1, &bv2);
bool test_bitvec_cosine_similarity_null_bv1(void) {
printf("Testing BitVecCosineSimilarity(NULL, bv2) - should fatal\n");
BitVec bv2 = BitVecInit();
BitVecPush(&bv2, true);
BitVec bv2 = BitVecInit();
BitVecPush(&bv2, true);
BitVecCosineSimilarity(NULL, &bv2);
BitVecDeinit(&bv2);
return true;
bool test_bitvec_cosine_similarity_null_bv2(void) {
printf("Testing BitVecCosineSimilarity(bv1, NULL) - should fatal\n");
BitVec bv1 = BitVecInit();
BitVecPush(&bv1, true);
BitVec bv1 = BitVecInit();
BitVecPush(&bv1, true);
BitVecCosineSimilarity(&bv1, NULL);
BitVecDeinit(&bv1);
return true;