Coverage report

File	statements	missing	excluded	coverage
src / dataknobs_data / backends / duckdb.py	468	397	4	15%
src / dataknobs_data / backends / elasticsearch.py	526	481	4	9%
src / dataknobs_data / backends / elasticsearch_async.py	381	335	4	12%
src / dataknobs_data / backends / elasticsearch_mixins.py	141	111	2	21%
src / dataknobs_data / backends / file.py	634	536	4	15%
src / dataknobs_data / backends / memory.py	248	193	4	22%
src / dataknobs_data / backends / postgres.py	813	723	7	11%
src / dataknobs_data / backends / postgres_mixins.py	62	35	0	44%
src / dataknobs_data / backends / postgres_vector.py	100	100	3	0%
src / dataknobs_data / backends / s3.py	315	269	2	15%
src / dataknobs_data / backends / s3_async.py	318	270	2	15%
src / dataknobs_data / backends / sql_base.py	400	358	2	10%
src / dataknobs_data / backends / sqlite.py	307	258	4	16%
src / dataknobs_data / backends / sqlite_async.py	237	195	4	18%
src / dataknobs_data / backends / sqlite_mixins.py	65	49	2	25%
src / dataknobs_data / backends / vector_config_mixin.py	30	19	0	37%
src / dataknobs_data / database.py	279	217	259	22%
src / dataknobs_data / database_utils.py	27	23	0	15%
src / dataknobs_data / exceptions.py	66	34	2	48%
src / dataknobs_data / factory.py	41	26	0	37%
src / dataknobs_data / fields.py	163	120	3	26%
src / dataknobs_data / migration / factory.py	122	100	2	18%
src / dataknobs_data / migration / migration.py	68	56	9	18%
src / dataknobs_data / migration / migrator.py	163	148	4	9%
src / dataknobs_data / migration / operations.py	106	67	38	37%
src / dataknobs_data / migration / progress.py	99	62	6	37%
src / dataknobs_data / migration / transformer.py	84	51	17	39%
src / dataknobs_data / pandas / batch_ops.py	194	194	4	0%
src / dataknobs_data / pandas / converter.py	184	184	0	0%
src / dataknobs_data / pandas / metadata.py	123	123	2	0%
src / dataknobs_data / pandas / type_mapper.py	247	247	2	0%
src / dataknobs_data / pooling / base.py	101	76	10	25%
src / dataknobs_data / pooling / elasticsearch.py	65	42	0	35%
src / dataknobs_data / pooling / postgres.py	42	21	0	50%
src / dataknobs_data / pooling / s3.py	37	19	0	49%
src / dataknobs_data / query.py	314	224	5	29%
src / dataknobs_data / query_logic.py	221	165	17	25%
src / dataknobs_data / records.py	256	204	2	20%
src / dataknobs_data / schema.py	91	59	0	35%
src / dataknobs_data / streaming.py	218	166	4	24%
src / dataknobs_data / validation / coercer.py	137	125	0	9%
src / dataknobs_data / validation / constraints.py	179	137	14	23%
src / dataknobs_data / validation / factory.py	67	52	0	22%
src / dataknobs_data / validation / result.py	44	18	0	59%
src / dataknobs_data / validation / schema.py	112	83	0	26%
src / dataknobs_data / vector / benchmarks.py	204	204	2	0%
src / dataknobs_data / vector / bulk_embed_mixin.py	81	74	4	9%
src / dataknobs_data / vector / elasticsearch_utils.py	73	73	0	0%
src / dataknobs_data / vector / exceptions.py	32	19	0	41%
src / dataknobs_data / vector / hybrid.py	69	0	12	100%
src / dataknobs_data / vector / migration.py	497	407	3	18%
src / dataknobs_data / vector / mixins.py	112	90	57	20%
src / dataknobs_data / vector / operations.py	91	81	2	11%
src / dataknobs_data / vector / optimizations.py	212	212	3	0%
src / dataknobs_data / vector / python_vector_search.py	97	89	3	8%
src / dataknobs_data / vector / stores / base.py	82	70	107	15%
src / dataknobs_data / vector / stores / chroma.py	181	158	2	13%
src / dataknobs_data / vector / stores / common.py	94	78	9	17%
src / dataknobs_data / vector / stores / factory.py	31	21	0	32%
src / dataknobs_data / vector / stores / faiss.py	217	191	2	12%
src / dataknobs_data / vector / stores / memory.py	126	106	0	16%
src / dataknobs_data / vector / stores / pgvector.py	288	258	2	10%
src / dataknobs_data / vector / sync.py	276	225	3	18%
src / dataknobs_data / vector / tracker.py	259	213	10	18%
src / dataknobs_data / vector / types.py	85	33	9	61%
Total	12002	9974	678	17%