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Functions1,701 in github.com/cosdata/cosdata

⨍ Functions 1,701◇ Types & classes 375↳ Endpoints 1

↓ 3 callersMethodadd_neighbor

( &self, neighbor_id: InternalId, neighbor_node: SharedLatestNode, dist: Metri

src/models/prob_node.rs:210

↓ 3 callersFunctionadd_random_items_to_versioned_vec

( rng: &mut impl Rng, vec: &mut VersionedVec<T>, count: usize, version: VersionNumber, )

src/models/serializer/inverted/tests.rs:63

↓ 3 callersFunctionand_predicates_to_dimensions

Return vector of multiple dimensions from a vector of predicates It considers the `AND` combination of all predicates and hence can be used for a sin

src/metadata/query_filtering.rs:59

↓ 3 callersFunctionclip_to_max_tokens

Clip text to maximum token length, ensuring it doesn't exceed the limit.

tests/modal_remote_vllm/remote_cache_dense.py:102

↓ 3 callersFunctioncosine_similarity

(a: &[f32], b: &[f32])

org/src/project_and_partition.rs:75

↓ 3 callersMethodcount_all_nodes

(&self)

org/src/cluster_hierarchy.rs:102

↓ 3 callersFunctioncreate_db_and_upsert_vectors

(vector_db_name, vectors, batch_size, k, b)

tests/test-tf-idf-bm25.py:457

↓ 3 callersFunctiondecimal_to_binary_vec

Converts a number from decimal to binary, represented as a vector of u8

src/metadata/mod.rs:57

↓ 3 callersMethoddelete

( env: &lmdb::Environment, db: lmdb::Database, collection_name: &str, )

src/indexes/mod.rs:196

↓ 3 callersMethoddelete

(&self, env: &Environment, db: Database)

src/models/collection.rs:360

↓ 3 callersFunctiondot_product_f32

(x_vec: &[f32], y_vec: &[f32])

src/models/dot_product.rs:146

↓ 3 callersFunctiondot_product_quaternary_avx2

( x_vec: &[Vec<u8>], y_vec: &[Vec<u8>], resolution: u8, )

src/models/dot_product/x86_64.rs:103

↓ 3 callersMethodembeddings_collected

(&self)

src/indexes/usv.rs:248

↓ 3 callersMethodeviction_probability

(&self, global_counter: u32, counter_value: u32)

src/models/lru_cache.rs:124

↓ 3 callersFunctiongenerate_random_vector_with_id

(id, length)

tests/rps-test.py:185

↓ 3 callersFunctiongenerate_random_vector_with_id

(id, length)

tests/load-test.py:193

↓ 3 callersFunctiongenerate_random_vectors

(count: usize, dim: usize)

tests/benches/cosine_similarity_benchmark.rs:84

↓ 3 callersMethodget_parent

(&self)

src/models/prob_node.rs:183

↓ 3 callersMethodget_pseudo_root_vec

(&self)

src/indexes/hnsw/mod.rs:146

↓ 3 callersMethodget_root_vec

(&self)

src/indexes/hnsw/mod.rs:142

↓ 3 callersFunctionifc_sort_result

(result: &mut Vec<HashMap<&str, &FieldValue>>)

src/metadata/schema.rs:599

↓ 3 callersMethodindexing_status

(&self)

src/models/collection.rs:643

↓ 3 callersMethodinsert

(&mut self, version: VersionNumber, value: T)

src/models/tree_map.rs:252

↓ 3 callersMethodis_configured

(&self)

src/indexes/usv.rs:260

↓ 3 callersFunctionis_sensitive_pair

(x: f32, y: f32)

org/src/project_and_partition.rs:90

↓ 3 callersFunctionkmeans_scalar

( x_vec: &[i8], initial_centroids: &[i8], iterations: usize, )

org/src/k_means_clustering_i8_clusters.rs:15

↓ 3 callersFunctionkmeans_simd

( x_vec: &[i8], initial_centroids: &[i8], iterations: usize, )

org/src/k_means_clustering_i8_clusters.rs:47

↓ 3 callersMethodload_collection

(&self, name: &str)

src/models/collection_cache.rs:105

↓ 3 callersFunctionmake_index

(v: &[f64])

org/src/project_to_dim.rs:63

↓ 3 callersFunctionmake_index

(v: &[ProjectedValue])

org/src/project_and_partition.rs:183

↓ 3 callersFunctionparse_binary_expression_or_highier

( input: &str, lhs_precedence: Precedence, )

src/cosql/expression.rs:133

↓ 3 callersFunctionprocess_text

( input: &str, max_token_len: usize, average_document_length: f32, k1: f32, b: f32, )

src/indexes/tf_idf/mod.rs:310

↓ 3 callersFunctionproject_vector_to_x

(v: &[f64], x: usize)

org/src/project_to_dim.rs:44

↓ 3 callersFunctionproject_vector_to_x

(v: &[f32], x: usize)

org/src/project_and_partition.rs:107

↓ 3 callersFunctionpseudo_level_probs

Calculates level probs for pseudo replica nodes that are added at the time of index creation for collections that have metadata schema. Similar to th

src/metadata/mod.rs:182

↓ 3 callersFunctionquery_filter_encoding

(value_id: u16, size: usize, operator: &Operator)

src/metadata/query_filtering.rs:29

↓ 3 callersMethodrecords_deleted

(&self)

src/models/wal.rs:146

↓ 3 callersFunctionresolve_latest_ptr

(latest_version_file: &mut File, offset: u32)

org/src/viewer.rs:124

↓ 3 callersMethodset_parent

(&self, parent: SharedLatestNode)

src/models/prob_node.rs:187

↓ 3 callersMethodshould_final_flush

(&self)

src/models/buffered_io.rs:57

↓ 3 callersFunctionupdate_current_version

updates the current version of a collection

src/models/meta_persist.rs:11

↓ 3 callersMethodvalidate_embedding

(&self, _embedding: Self::IndexingInput)

src/indexes/usv.rs:116

↓ 3 callersMethodvalidate_link

(&self, dir: &Path)

org/src/viewer.rs:65

↓ 3 callersMethodversion

(&self, collection: &Collection)

src/models/collection_transaction.rs:244

↓ 3 callersFunctionwrite_lazy_item_latest_ptr_to_file

( cache: &HNSWIndexCache, lazy_item_ptr: SharedLatestNode, file_id: IndexFileId, )

src/models/file_persist.rs:16

↓ 2 callersMethod__init__

(self, host, token)

tests/test_metadata_filters.py:43

↓ 2 callersFunctionabort_transaction

(name, txn_id)

tests/test-key-value-store.py:59

↓ 2 callersFunctionaccumulate_u32

(x: __m256i)

src/models/dot_product/x86_64.rs:69

↓ 2 callersMethodadd_item

(&mut self, id: u64, value: f32)

org/src/cuckoo_filter_tree.rs:65

↓ 2 callersFunctionadd_random_items_to_term_info

( rng: &mut impl Rng, term: &TermInfo, count: usize, version: VersionNumber, )

src/models/serializer/tf_idf/tests.rs:66

↓ 2 callersFunctionadd_random_items_to_tf_idf_index_data

( rng: &mut impl Rng, data: &TFIDFIndexNodeData, count: usize, version: VersionNumber, )

src/models/serializer/tf_idf/tests.rs:87

↓ 2 callersFunctionadd_random_items_to_versioned_vec

( rng: &mut impl Rng, vec: &mut VersionedVec<T>, count: usize, version: VersionNumber, )

src/models/serializer/tree_map/tests.rs:73

↓ 2 callersFunctionadd_random_items_to_versioned_vec

( rng: &mut impl Rng, vec: &mut VersionedVec<T>, count: usize, version: VersionNumber, )

src/models/serializer/tf_idf/tests.rs:131

↓ 2 callersFunctionann_vector

(idd, vector_db_name, vector)

tests/load-test.py:174

↓ 2 callersMethodappend_to_wal

( &self, collection: &Collection, op: VectorOp, )

src/models/collection_transaction.rs:248

↓ 2 callersFunctionapply_bm25_to_vectors

Apply BM25 scoring to all vectors using corpus statistics

tests/test-tf-idf-bm25.py:277

↓ 2 callersMethodbase_dimensions

Return base dimensions for the MetadataSchema instance Base dimensions are to be used when there are no metadata fields associated with the vector.

src/metadata/schema.rs:180

↓ 2 callersFunctionbin_quant

(v: &[f32])

tests/benches/cosine_similarity_benchmark.rs:4

↓ 2 callersFunctioncalculate_corpus_statistics

Calculate corpus-wide statistics for BM25

tests/test-tf-idf-bm25.py:233

↓ 2 callersFunctioncalculate_server_similarities

(parquet_path: str, bf_csv_path: str)

tests/test_multiple_datasets.py:166

↓ 2 callersFunctioncommit_transaction

(collection_name, transaction_id)

tests/rps-test.py:146

↓ 2 callersFunctioncompute_bm25_idf

(total_docs: int, docs_with_term: int)

tests/test_hybrid.py:244

↓ 2 callersFunctioncompute_bm25_tf

( raw_tf: int, doc_len: int, avg_doc_len: float, k: float = K1, b: float = B )

tests/test_hybrid.py:248

↓ 2 callersFunctioncompute_brute_force_results

Compute dot product similarity between query vectors and all vectors

tests/test-tf-idf-bm25.py:377

↓ 2 callersFunctioncosine_similarity

( x_quantized: &Storage, y_quantized: &Storage, m_dot_product: Option<(f32, f32, f32)>, )

src/distance/cosine.rs:104

↓ 2 callersFunctioncosine_similarity_mdims

Calculates cosine similarity for metadata dimensions only Returns `DistanceError` if either maginitudes are equal to 0. This means, care must be take

src/distance/cosine.rs:243

↓ 2 callersFunctioncount_tokens

(input: &str, max_token_len: usize)

src/indexes/tf_idf/mod.rs:373

↓ 2 callersFunctioncreate_db

(name, description=None, dimension=1024)

tests/rps-test.py:49

↓ 2 callersFunctioncreate_node_edges

( hnsw_index: &HNSWIndex, lazy_item_latest_ptr: SharedLatestNode, neighbors: Vec<(SharedLatestNode

src/vector_store.rs:976

↓ 2 callersFunctioncreate_session

Initialize the cosdata client

tests/test-tf-idf-bm25.py:33

↓ 2 callersFunctioncreate_transaction

(name)

tests/test-key-value-store.py:46

↓ 2 callersFunctioncreate_transaction

(collection_name)

tests/rps-test.py:108

↓ 2 callersMethodcustom_bit_mapping

(&self, value: u32)

org/src/performant_fixed_set.rs:21

↓ 2 callersFunctiondelete_collection

Deletes a collection using the gRPC server.

tests/test-grpc.py:99

↓ 2 callersMethoddelete_embedding

( &self, vector_id: VectorId, version: VersionNumber, config: &Config, )

src/models/collection.rs:586

↓ 2 callersFunctionderive_master_key

(server_key: &[u8], password: &str)

org/src/session_token.rs:54

↓ 2 callersFunctiondeserialize_processing_stats

( bufman: &BufferManager, cursor: u64, )

src/models/serializer/transaction_status.rs:158

↓ 2 callersFunctiondot_product_binary

(x_vec: &[Vec<u8>], y_vec: &[Vec<u8>], res: u8)

src/models/dot_product.rs:115

↓ 2 callersFunctiondot_product_binary_avx2

(x_vec: &[Vec<u8>], y_vec: &[Vec<u8>], resolution: u8)

src/models/dot_product/x86_64.rs:163

↓ 2 callersFunctiondot_product_binary_scalar

(x_vec: &[Vec<u8>], y_vec: &[Vec<u8>], res: u8)

src/models/dot_product.rs:21

↓ 2 callersFunctiondot_product_f16

(x: &[f16], y: &[f16])

src/models/dot_product.rs:110

↓ 2 callersFunctiondot_product_octal

(x_vec: &[Vec<u8>], y_vec: &[Vec<u8>], res: u8)

src/models/dot_product.rs:135

↓ 2 callersFunctiondot_product_octal_scalar

(x_vec: &[Vec<u8>], y_vec: &[Vec<u8>], res: u8)

src/models/dot_product.rs:64

↓ 2 callersFunctiondot_product_quaternary

(x_vec: &[Vec<u8>], y_vec: &[Vec<u8>], res: u8)

src/models/dot_product.rs:125

↓ 2 callersFunctiondot_product_u8

(src: &[(u8, u8)])

src/models/common.rs:180

↓ 2 callersFunctiondot_product_u8_avx2

(a: &[u8], b: &[u8])

src/models/dot_product/x86_64.rs:22

↓ 2 callersFunctiondot_product_u8_neon

(a: &[u8], b: &[u8])

src/models/dot_product/arm64.rs:4

↓ 2 callersMethodembed_concurrent

Process embeddings with concurrent batches to maximize vLLM server utilization.

tests/modal_remote_vllm/remote_cache_dense.py:243

↓ 2 callersMethoderror

(self, name, exc)

tests/test-key-value-store.py:111

↓ 2 callersMethodevict

(&self)

src/models/lru_cache.rs:276

↓ 2 callersMethodfield_names

(&self)

src/metadata/schema.rs:20

↓ 2 callersMethodfinalize_sampling

( &self, lmdb: &MetaDb, config: &Config, _embeddings: &[Self::IndexingInput],

src/indexes/usv.rs:193

↓ 2 callersFunctionformat_for_server_query

Format a vector for server query

tests/test-sparse-vector.py:364

↓ 2 callersFunctionformat_for_server_query

Format a vector for server query

tests/test-usv.py:373

↓ 2 callersFunctionformat_vector

Format a vector for better readability

tests/test.py:16

↓ 2 callersFunctiongen_rand_nums

(rng: &mut rand::rngs::ThreadRng, n: u64, min: u32, max: u32)

src/models/lru_cache.rs:578

↓ 2 callersFunctiongenerate_perturbation

(base_vector, idd, perturbation_degree, dimensions)

tests/load-test.py:229

↓ 2 callersFunctiongenerate_perturbed_vector

(base: &Vector, perturbation_scale: f64)

org/src/cluster_hierarchy.rs:339

↓ 2 callersFunctiongenerate_random_quaternary_vectors

(size: usize)

src/models/dot_product/x86_64.rs:527

↓ 2 callersFunctiongenerate_token_key

(master_key: &[u8], timestamp: u64)

org/src/session_token.rs:70

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