Index

A

a_attr (madmatcher_pro.matchflow.Feature property) add_concat_field() (madmatcher_pro.sparkly.index_config.IndexConfig method)

add_field() (madmatcher_pro.sparkly.index_config.IndexConfig method) apply_matcher() (in module madmatcher_pro.matchflow)

B

b_attr (madmatcher_pro.matchflow.Feature property) BlockingProgram (class in madmatcher_pro.delex.lang.program) BM25TopkPredicate (class in madmatcher_pro.delex.lang.predicate)

boost_map (madmatcher_pro.sparkly.query_generator.QuerySpec property) build() (madmatcher_pro.delex.lang.predicate.Predicate method) (madmatcher_pro.matchflow.Feature method)

C

candidates (madmatcher_pro.semantic.CandidateSource attribute) CandidateSource (class in madmatcher_pro.semantic) check_candidates() (in module madmatcher_pro.matchflow) check_gold_data() (in module madmatcher_pro.matchflow) check_labeled_data() (in module madmatcher_pro.matchflow) check_tables() (in module madmatcher_pro.delex.utils.checks) (in module madmatcher_pro.matchflow) check_tables_auto() (in module madmatcher_pro.sparkly.utils)

check_tables_manual() (in module madmatcher_pro.sparkly.utils) CLILabeler (class in madmatcher_pro.matchflow) contains() (madmatcher_pro.delex.lang.predicate.Predicate method) (madmatcher_pro.delex.lang.rule.Rule method) CosinePredicate (class in madmatcher_pro.delex.lang.predicate) create_embeddings() (in module madmatcher_pro.semantic) create_features() (in module madmatcher_pro.matchflow) create_seeds() (in module madmatcher_pro.matchflow) CustomLabeler (class in madmatcher_pro.matchflow)

D

dashboard() (madmatcher_pro.MadMatcherSession.Builder method) deinit() (madmatcher_pro.delex.lang.predicate.Predicate method) dim (madmatcher_pro.semantic.EmbeddingProvider property)

DittoSerializer (class in madmatcher_pro.semantic) down_sample() (in module madmatcher_pro.matchflow) DropRule (class in madmatcher_pro.delex.lang.rule)

E

EditDistancePredicate (class in madmatcher_pro.delex.lang.predicate) ef_search (madmatcher_pro.semantic.SemanticQuerySpec attribute) embed() (madmatcher_pro.semantic.EmbeddingProvider method) EmbeddedSource (class in madmatcher_pro.semantic)

EmbeddingProvider (class in madmatcher_pro.semantic) entropy() (madmatcher_pro.matchflow.MLModel method) ExactMatchPredicate (class in madmatcher_pro.delex.lang.predicate) execute() (madmatcher_pro.delex.execution.plan_executor.PlanExecutor method)

F

FastEmbedProvider (class in madmatcher_pro.semantic) Feature (class in madmatcher_pro.matchflow) featurize() (in module madmatcher_pro.matchflow) FileSystemVectorStore (class in madmatcher_pro.semantic) filter (madmatcher_pro.sparkly.query_generator.QuerySpec property)

filter() (madmatcher_pro.delex.lang.predicate.Predicate method) filter_batch() (madmatcher_pro.delex.lang.predicate.Predicate method) fingerprint() (madmatcher_pro.matchflow.MLModel method) finish() (madmatcher_pro.matchflow.Labeler method) FlatCodec (class in madmatcher_pro.semantic) flush() (madmatcher_pro.MadMatcherSession method)

G

get_base_sim_functions() (in module madmatcher_pro.matchflow) get_base_tokenizers() (in module madmatcher_pro.matchflow) get_extra_tokenizers() (in module madmatcher_pro.matchflow)

get_full_query_spec() (madmatcher_pro.sparkly.index.lucene_index.LuceneIndex method) (madmatcher_pro.sparkly.search.Searcher method) getOrCreate() (madmatcher_pro.MadMatcherSession.Builder method) GoldLabeler (class in madmatcher_pro.matchflow)

H

host() (madmatcher_pro.MadMatcherSession.Builder method)

HybridCosineLabeler (class in madmatcher_pro.matchflow)

I

index_component_sizes() (madmatcher_pro.delex.lang.predicate.Predicate method) index_size_in_bytes() (madmatcher_pro.delex.lang.predicate.Predicate method) indexable (madmatcher_pro.delex.lang.predicate.Predicate property) IndexConfig (class in madmatcher_pro.sparkly.index_config)

IndexOptimizer (class in madmatcher_pro.sparkly.index_optimizer.index_optimizer) init() (madmatcher_pro.delex.lang.predicate.Predicate method) is_mrl (madmatcher_pro.semantic.EmbeddingProvider property) is_topk (madmatcher_pro.delex.lang.predicate.Predicate property)

J

JaccardPredicate (class in madmatcher_pro.delex.lang.predicate)

JaroPredicate (class in madmatcher_pro.delex.lang.predicate) JaroWinklerPredicate (class in madmatcher_pro.delex.lang.predicate)

K

KeepRule (class in madmatcher_pro.delex.lang.rule)

L

label_data() (in module madmatcher_pro.matchflow) label_pair() (madmatcher_pro.matchflow.CustomLabeler method) label_pairs() (in module madmatcher_pro.matchflow) Labeler (class in madmatcher_pro.matchflow)

LazyEmbedSource (class in madmatcher_pro.semantic) load() (madmatcher_pro.semantic.SemanticIndex class method) load_dataframe() (in module madmatcher_pro.matchflow) load_features() (in module madmatcher_pro.matchflow) LuceneIndex (class in madmatcher_pro.sparkly.index.lucene_index)

M

madmatcher_pro.matchflow module MadMatcherSession (class in madmatcher_pro) MadMatcherSession.Builder (class in madmatcher_pro)

make_index_config() (madmatcher_pro.sparkly.index_optimizer.index_optimizer.IndexOptimizer method) MemmapVectorStore (class in madmatcher_pro.semantic) MLModel (class in madmatcher_pro.matchflow) module madmatcher_pro.matchflow

N

name (madmatcher_pro.semantic.CandidateSource attribute) nan_fill (madmatcher_pro.matchflow.MLModel attribute) (madmatcher_pro.matchflow.MLModel property)

nprobe (madmatcher_pro.semantic.SemanticQuerySpec attribute)

O

open_browser() (madmatcher_pro.MadMatcherSession.Builder method) OpenAIEmbeddingProvider (class in madmatcher_pro.semantic)

optimize() (madmatcher_pro.sparkly.index_optimizer.index_optimizer.IndexOptimizer method) out_col_name() (madmatcher_pro.matchflow.Tokenizer method) OverlapCoeffPredicate (class in madmatcher_pro.delex.lang.predicate)

P

params_dict() (madmatcher_pro.matchflow.MLModel method) PlainConcatSerializer (class in madmatcher_pro.semantic) PlanExecutor (class in madmatcher_pro.delex.execution.plan_executor) port() (madmatcher_pro.MadMatcherSession.Builder method) PQCodec (class in madmatcher_pro.semantic) Predicate (class in madmatcher_pro.delex.lang.predicate) predict() (madmatcher_pro.matchflow.MLModel method)

predict_with_confidence() (madmatcher_pro.matchflow.MLModel method) prediction_conf() (madmatcher_pro.matchflow.MLModel method) prep_fvs() (madmatcher_pro.matchflow.MLModel method) preprocess() (madmatcher_pro.matchflow.Feature method) preprocess_output_column() (madmatcher_pro.matchflow.Feature method) pretty_str() (madmatcher_pro.delex.lang.program.BlockingProgram method) (madmatcher_pro.delex.lang.rule.Rule method)

Q

QuerySpec (class in madmatcher_pro.sparkly.query_generator)

R

reciprocal_rank_fusion() (in module madmatcher_pro.semantic) remove_field() (madmatcher_pro.sparkly.index_config.IndexConfig method)

rerank_window (madmatcher_pro.semantic.SemanticQuerySpec attribute) Rule (class in madmatcher_pro.delex.lang.rule) run_chunked_search() (in module madmatcher_pro.semantic)

S

save_dataframe() (in module madmatcher_pro.matchflow) save_features() (in module madmatcher_pro.matchflow) search() (madmatcher_pro.delex.lang.predicate.Predicate method) (madmatcher_pro.semantic.SemanticSearcher method) (madmatcher_pro.sparkly.search.Searcher method) search_batch() (madmatcher_pro.delex.lang.predicate.Predicate method) Searcher (class in madmatcher_pro.sparkly.search) SemanticIndex (class in madmatcher_pro.semantic) SemanticQuerySpec (class in madmatcher_pro.semantic) SemanticSearcher (class in madmatcher_pro.semantic) SentenceTransformerProvider (class in madmatcher_pro.semantic)

Serializer (class in madmatcher_pro.semantic) SetSimPredicate (class in madmatcher_pro.delex.lang.predicate) shrink_mrl() (in module madmatcher_pro.semantic) sim (madmatcher_pro.delex.lang.predicate.Predicate property) SKLearnModel (class in madmatcher_pro.matchflow) SmithWatermanPredicate (class in madmatcher_pro.delex.lang.predicate) SparkMLModel (class in madmatcher_pro.matchflow) SQ8Codec (class in madmatcher_pro.semantic) stop() (madmatcher_pro.MadMatcherSession method) streamable (madmatcher_pro.delex.lang.predicate.Predicate property) StringSimPredicate (class in madmatcher_pro.delex.lang.predicate)

T

ThresholdPredicate (class in madmatcher_pro.delex.lang.predicate) tokenize() (madmatcher_pro.matchflow.Tokenizer method) tokenize_set() (madmatcher_pro.matchflow.Tokenizer method) tokenize_spark() (madmatcher_pro.matchflow.Tokenizer method)

Tokenizer (class in madmatcher_pro.matchflow) train() (madmatcher_pro.matchflow.MLModel method) train_matcher() (in module madmatcher_pro.matchflow) trained_model (madmatcher_pro.matchflow.MLModel property)

U

upsert_docs() (madmatcher_pro.semantic.SemanticIndex method) (madmatcher_pro.sparkly.index.lucene_index.LuceneIndex method) url (madmatcher_pro.MadMatcherSession property)

use_floats (madmatcher_pro.matchflow.MLModel attribute) (madmatcher_pro.matchflow.MLModel property) use_vectors (madmatcher_pro.matchflow.MLModel attribute) (madmatcher_pro.matchflow.MLModel property)

V

validate() (madmatcher_pro.delex.lang.program.BlockingProgram method) (madmatcher_pro.delex.lang.rule.DropRule method) (madmatcher_pro.delex.lang.rule.KeepRule method)

Vectorizer (class in madmatcher_pro.matchflow)

W

WebUILabeler (class in madmatcher_pro.matchflow)

weight (madmatcher_pro.semantic.CandidateSource attribute)