openai / chatgpt-retrieval-plugin - Conditional Complexity

Intro

Conditional complexity (also called cyclomatic complexity) is a term used to measure the complexity of software. The term refers to the number of possible paths through a program function. A higher value ofter means higher maintenance and testing costs (infosecinstitute.com).
Conditional complexity is calculated by counting all conditions in the program that can affect the execution path (e.g. if statement, loops, switches, and/or operators, try and catch blocks...).
Conditional complexity is measured at the unit level (methods, functions...).
Units are classified in four categories based on the measured McCabe index: 1-5 (simple units), 6-10 (medium complex units), 11-25 (complex units), 26+ (very complex units).

Learn more...

Conditional Complexity Overall

There are 89 units with 954 lines of code in units (22.9% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
8 medium complex units (271 lines of code)
6 simple units (145 lines of code)
75 very simple units (538 lines of code)

Legend:

51+

26-50

11-25

6-10

1-5

Alternative Visuals

3D view of all units

Conditional Complexity per Extension

51+

26-50

11-25

6-10

1-5

Conditional Complexity per Logical Component

primary logical decomposition

51+

26-50

11-25

6-10

1-5

Most Complex Units

Top 50 most complex units

Unit	# lines	McCabe index	# params
def get_text_chunks() in services/chunks.py	31	23	2
def extract_text_from_file() in services/file.py	33	15	2
def _create_index() in datastore/providers/milvus_datastore.py	75	13	1
def _get_filter() in datastore/providers/milvus_datastore.py	17	13	2
def _create_collection() in datastore/providers/milvus_datastore.py	35	11	3
def _get_values() in datastore/providers/milvus_datastore.py	17	11	2
def _where_from_query_filter() in datastore/providers/chroma_datastore.py	34	11	2
def _translate_filter() in datastore/providers/azuresearch_datastore.py	29	11	1
def __init__() in datastore/providers/pinecone_datastore.py	25	10	1
def handle_errors() in datastore/providers/weaviate_datastore.py	15	8	2
def _create_connection() in datastore/providers/milvus_datastore.py	38	8	1
def _get_metadata_filter() in datastore/providers/azurecosmosdb_datastore.py	19	7	1
def _process_metadata_for_storage() in datastore/providers/chroma_datastore.py	17	7	2
def build_filters() in datastore/providers/weaviate_datastore.py	31	6	1
def extract_text_from_filepath() in services/file.py	15	5	2
def _create_connection() in datastore/providers/zilliz_datastore.py	11	4	1
def _create_index() in datastore/providers/azuresearch_datastore.py	90	4	2
def to_unix_timestamp() in services/date.py	7	3	1
def get_embeddings() in services/openai.py	9	3	1
def _build_auth_credentials() in datastore/providers/weaviate_datastore.py	10	3	0
def _is_valid_weaviate_id() in datastore/providers/weaviate_datastore.py	10	3	1
def _create_embedding_index() in datastore/providers/analyticdb_datastore.py	12	3	2
def _upsert_chunk() in datastore/providers/analyticdb_datastore.py	25	3	2
def _create_index() in datastore/providers/zilliz_datastore.py	13	3	1
def _process_metadata_from_storage() in datastore/providers/chroma_datastore.py	11	3	2
def __init__() in datastore/providers/azuresearch_datastore.py	18	3	1
def _recreate_collection() in datastore/providers/qdrant_datastore.py	18	3	3
def validate_token() in server/main.py	4	3	1
def get_chat_completion() in services/openai.py	4	2	0
def _convert_queries_to_msearch_query() in datastore/providers/elasticsearch_datastore.py	17	2	2
def extract_schema_properties() in datastore/providers/weaviate_datastore.py	3	2	1
def __init__() in datastore/providers/weaviate_datastore.py	27	2	1
def generate_query() in datastore/providers/analyticdb_datastore.py	7	2	1
def create_results() in datastore/providers/analyticdb_datastore.py	18	2	1
def __init__() in datastore/providers/supabase_datastore.py	6	2	1
def _get_schema() in datastore/providers/milvus_datastore.py	2	2	1
def __init__() in datastore/providers/zilliz_datastore.py	5	2	2
def _create_document_chunk_id() in datastore/providers/qdrant_datastore.py	4	2	2
def create_document_chunks() in services/chunks.py	2	1	0
def get_document_chunks() in services/chunks.py	2	1	0
def screen_text_for_pii() in services/pii_detection.py	5	1	1
def extract_metadata_from_document() in services/extract_metadata.py	7	1	1
def __init__() in datastore/providers/pgvector_datastore.py	2	1	1
def create_db_client() in datastore/providers/pgvector_datastore.py	2	1	1
def create_db_client() in datastore/providers/postgres_datastore.py	2	1	1
def __init__() in datastore/providers/postgres_datastore.py	6	1	1
def __del__() in datastore/providers/postgres_datastore.py	2	1	1
def __init__() in datastore/providers/elasticsearch_datastore.py	8	1	0
def _get_es_filters() in datastore/providers/elasticsearch_datastore.py	2	1	0
def _convert_document_chunk_to_es_document_operation() in datastore/providers/elasticsearch_datastore.py	2	1	0