id: 1
unit: def _create_index()
file: datastore/providers/azuresearch_datastore.py
start line: 0
end line: 0
size: 90 LOC
McCabe index: 4
number of parameters: 2

id: 2
unit: def _create_index()
file: datastore/providers/milvus_datastore.py
start line: 0
end line: 0
size: 75 LOC
McCabe index: 13
number of parameters: 1

id: 3
unit: def _create_connection()
file: datastore/providers/milvus_datastore.py
start line: 0
end line: 0
size: 38 LOC
McCabe index: 8
number of parameters: 1

id: 4
unit: def _create_collection()
file: datastore/providers/milvus_datastore.py
start line: 0
end line: 0
size: 35 LOC
McCabe index: 11
number of parameters: 3

id: 5
unit: def _where_from_query_filter()
file: datastore/providers/chroma_datastore.py
start line: 0
end line: 0
size: 34 LOC
McCabe index: 11
number of parameters: 2

id: 6
unit: def extract_text_from_file()
file: services/file.py
start line: 0
end line: 0
size: 33 LOC
McCabe index: 15
number of parameters: 2

id: 7
unit: def get_text_chunks()
file: services/chunks.py
start line: 0
end line: 0
size: 31 LOC
McCabe index: 23
number of parameters: 2

id: 8
unit: def build_filters()
file: datastore/providers/weaviate_datastore.py
start line: 0
end line: 0
size: 31 LOC
McCabe index: 6
number of parameters: 1

id: 9
unit: def _translate_filter()
file: datastore/providers/azuresearch_datastore.py
start line: 0
end line: 0
size: 29 LOC
McCabe index: 11
number of parameters: 1

id: 10
unit: def __init__()
file: datastore/providers/weaviate_datastore.py
start line: 0
end line: 0
size: 27 LOC
McCabe index: 2
number of parameters: 1

id: 11
unit: def _upsert_chunk()
file: datastore/providers/analyticdb_datastore.py
start line: 0
end line: 0
size: 25 LOC
McCabe index: 3
number of parameters: 2

id: 12
unit: def __init__()
file: datastore/providers/pinecone_datastore.py
start line: 0
end line: 0
size: 25 LOC
McCabe index: 10
number of parameters: 1

id: 13
unit: def _get_metadata_filter()
file: datastore/providers/azurecosmosdb_datastore.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 7
number of parameters: 1

id: 14
unit: def create_results()
file: datastore/providers/analyticdb_datastore.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 2
number of parameters: 1

id: 15
unit: def __init__()
file: datastore/providers/azuresearch_datastore.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 3
number of parameters: 1

id: 16
unit: def _recreate_collection()
file: datastore/providers/qdrant_datastore.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 3
number of parameters: 3

id: 17
unit: def _convert_queries_to_msearch_query()
file: datastore/providers/elasticsearch_datastore.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 2
number of parameters: 2

id: 18
unit: def __init__()
file: datastore/providers/analyticdb_datastore.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 1
number of parameters: 3

id: 19
unit: def _get_values()
file: datastore/providers/milvus_datastore.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 11
number of parameters: 2

id: 20
unit: def _get_filter()
file: datastore/providers/milvus_datastore.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 13
number of parameters: 2

id: 21
unit: def _process_metadata_for_storage()
file: datastore/providers/chroma_datastore.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 7
number of parameters: 2

id: 22
unit: def extract_text_from_filepath()
file: services/file.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 5
number of parameters: 2

id: 23
unit: def handle_errors()
file: datastore/providers/weaviate_datastore.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 8
number of parameters: 2

id: 24
unit: def _create_index()
file: datastore/providers/zilliz_datastore.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 3
number of parameters: 1

id: 25
unit: def _create_embedding_index()
file: datastore/providers/analyticdb_datastore.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 3
number of parameters: 2

id: 26
unit: def _create_connection()
file: datastore/providers/zilliz_datastore.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 4
number of parameters: 1

id: 27
unit: def _process_metadata_from_storage()
file: datastore/providers/chroma_datastore.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 3
number of parameters: 2

id: 28
unit: def _build_auth_credentials()
file: datastore/providers/weaviate_datastore.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 3
number of parameters: 0

id: 29
unit: def _is_valid_weaviate_id()
file: datastore/providers/weaviate_datastore.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 3
number of parameters: 1

id: 30
unit: def get_embeddings()
file: services/openai.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 1

id: 31
unit: def _initialize_db()
file: datastore/providers/analyticdb_datastore.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 32
unit: def __init__()
file: datastore/providers/elasticsearch_datastore.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 33
unit: def _convert_hit_to_document_chunk_with_score()
file: datastore/providers/elasticsearch_datastore.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 34
unit: def __init__()
file: datastore/providers/chroma_datastore.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 35
unit: def _doc_chunk_to_node()
file: datastore/providers/llama_datastore.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 36
unit: def to_unix_timestamp()
file: services/date.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 1

id: 37
unit: def extract_metadata_from_document()
file: services/extract_metadata.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 38
unit: def _set_up_index()
file: datastore/providers/elasticsearch_datastore.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 39
unit: def generate_query()
file: datastore/providers/analyticdb_datastore.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 1

id: 40
unit: def __init__()
file: datastore/providers/mongodb_atlas_datastore.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 41
unit: def __init__()
file: datastore/providers/postgres_datastore.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 42
unit: def __init__()
file: datastore/providers/supabase_datastore.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 43
unit: def __init__()
file: datastore/providers/qdrant_datastore.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 44
unit: def screen_text_for_pii()
file: services/pii_detection.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 45
unit: def __init__()
file: datastore/providers/zilliz_datastore.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 46
unit: def _query_with_embedding_to_query_bundle()
file: datastore/providers/llama_datastore.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 47
unit: def _connect_to_mongodb_atlas()
file: datastore/providers/mongodb_atlas_datastore.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 48
unit: def get_chat_completion()
file: services/openai.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 0

id: 49
unit: def _create_table()
file: datastore/providers/analyticdb_datastore.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 50
unit: def __init__()
file: datastore/providers/milvus_datastore.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 51
unit: def _create_document_chunk_id()
file: datastore/providers/qdrant_datastore.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 52
unit: def _convert_metadata_filter_to_qdrant_filter()
file: datastore/providers/qdrant_datastore.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 53
unit: def _create_or_load_index()
file: datastore/providers/llama_datastore.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 54
unit: def client()
file: datastore/providers/mongodb_atlas_datastore.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 55
unit: def validate_token()
file: server/main.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 1

id: 56
unit: def extract_schema_properties()
file: datastore/providers/weaviate_datastore.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 57
unit: def _is_wcs_domain()
file: datastore/providers/weaviate_datastore.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 58
unit: def fetch_data()
file: datastore/providers/analyticdb_datastore.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 59
unit: def create_document_chunks()
file: services/chunks.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 60
unit: def get_document_chunks()
file: services/chunks.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 61
unit: def __init__()
file: datastore/providers/pgvector_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 62
unit: def create_db_client()
file: datastore/providers/pgvector_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 63
unit: def create_db_client()
file: datastore/providers/postgres_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 64
unit: def __del__()
file: datastore/providers/postgres_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 65
unit: def _get_es_filters()
file: datastore/providers/elasticsearch_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 66
unit: def _convert_document_chunk_to_es_document_operation()
file: datastore/providers/elasticsearch_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 67
unit: def _recreate_index()
file: datastore/providers/elasticsearch_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 68
unit: def connect_to_elasticsearch()
file: datastore/providers/elasticsearch_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 69
unit: def generate_where_clause()
file: datastore/providers/analyticdb_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 70
unit: def _generate_delete_query()
file: datastore/providers/analyticdb_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 71
unit: def create_db_client()
file: datastore/providers/supabase_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 72
unit: def _get_schema()
file: datastore/providers/milvus_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 73
unit: def __init__()
file: datastore/providers/azurecosmosdb_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 74
unit: def __init__()
file: datastore/providers/azurecosmosdb_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 75
unit: def _get_pinecone_filter()
file: datastore/providers/pinecone_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 76
unit: def _get_pinecone_metadata()
file: datastore/providers/pinecone_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 77
unit: def _create_credentials()
file: datastore/providers/azuresearch_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 78
unit: def _convert_document_chunk_to_point()
file: datastore/providers/qdrant_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 79
unit: def _convert_query_to_search_request()
file: datastore/providers/qdrant_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 80
unit: def _convert_scored_point_to_document_chunk_with_score()
file: datastore/providers/qdrant_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 81
unit: def _set_up_collection()
file: datastore/providers/qdrant_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 82
unit: def _create_or_load_query_kwargs()
file: datastore/providers/llama_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 83
unit: def _source_node_to_doc_chunk_with_score()
file: datastore/providers/llama_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 84
unit: def _response_to_query_result()
file: datastore/providers/llama_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 85
unit: def __init__()
file: datastore/providers/llama_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 86
unit: def _convert_mongodb_document_to_document_chunk_with_score()
file: datastore/providers/mongodb_atlas_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 87
unit: def _build_mongo_filter()
file: datastore/providers/mongodb_atlas_datastore.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 88
unit: def start()
file: local_server/main.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 89
unit: def start()
file: server/main.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0