azure / gpt-rag-ingestion - 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 116 units with 2,960 lines of code in units (71.4% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
10 medium complex units (1,537 lines of code)
14 simple units (430 lines of code)
92 very simple units (993 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 _recursive_chunk_json() in chunking/chunkers/json_chunker.py	57	24	2
def _attach_figures_to_chunks() in chunking/chunkers/multimodal_chunker.py	77	21	3
def analyze_document_from_blob_url() in tools/doc_intelligence.py	115	19	3
def _get_read_access_entities() in connectors/sharepoint/sharepoint_data_reader.py	25	19	1
def execute_setup() in setup.py	953	18	7
def analyze_document_from_bytes() in tools/doc_intelligence.py	95	17	4
def get_chunks() in chunking/chunkers/spreadsheet_chunker.py	65	14	1
def document_chunking() in function_app.py	56	13	1
def __init__() in tools/aoai.py	51	12	2
def _figure_area() in chunking/chunkers/multimodal_chunker.py	43	12	3
def _truncate_chunk() in chunking/chunkers/doc_analysis_chunker.py	21	10	2
def get_chunker() in chunking/chunker_factory.py	28	10	2
def call_search_api() in setup.py	33	9	7
def approve_private_link_connections() in setup.py	69	9	6
def get_chunks() in chunking/chunkers/json_chunker.py	31	9	1
def get_completion() in tools/aoai.py	52	8	5
def approve_search_shared_private_access() in setup.py	56	7	8
def _get_sheet_data() in chunking/chunkers/spreadsheet_chunker.py	14	7	2
def _vtt_process() in chunking/chunkers/transcription_chunker.py	16	7	1
def get_embeddings() in tools/aoai.py	31	6	3
def _format_url() in connectors/sharepoint/sharepoint_data_reader.py	5	6	3
def get_function_key() in setup.py	33	6	4
def get_chunks() in chunking/chunkers/langchain_chunker.py	24	6	1
def _replace_figures_in_sequence() in chunking/chunkers/multimodal_chunker.py	17	6	3
def __init__() in tools/doc_intelligence.py	37	5	1
def get_figure() in tools/doc_intelligence.py	31	5	4
def list_blobs() in tools/blob.py	12	5	1
def __init__() in tools/keyvault.py	16	5	1
def _find_chunks_for_figure() in chunking/chunkers/multimodal_chunker.py	9	5	3
def download_blob() in tools/blob.py	22	4	1
def _truncate_input() in tools/aoai.py	12	4	3
def __init__() in connectors/images_deleted_files_purger.py	8	4	1
def __init__() in connectors/sharepoint/sharepoint_files_indexer.py	19	4	1
def _are_required_variables_missing() in connectors/sharepoint/sharepoint_data_reader.py	15	4	1
def main() in setup.py	13	4	7
def chunk_documents() in chunking/document_chunking.py	24	4	2
def __init__() in chunking/chunkers/spreadsheet_chunker.py	16	4	5
def _clean_markdown_table() in chunking/chunkers/spreadsheet_chunker.py	12	4	2
def _truncate_chunk() in chunking/chunkers/base_chunker.py	11	4	2
def _chunk_content() in chunking/chunkers/langchain_chunker.py	24	4	2
def __init__() in chunking/chunkers/json_chunker.py	6	4	5
def __init__() in chunking/chunkers/doc_analysis_chunker.py	7	4	5
def _analyze_document_with_retry() in chunking/chunkers/doc_analysis_chunker.py	10	4	2
def _process_document_chunks() in chunking/chunkers/doc_analysis_chunker.py	25	4	2
def _create_text_chunks() in chunking/chunkers/multimodal_chunker.py	26	4	2
def _append_figures_to_chunk() in chunking/chunkers/multimodal_chunker.py	10	4	5
def __init__() in tools/blob.py	22	3	3
def _get_credential() in tools/blob.py	14	3	2
def __init__() in tools/blob.py	16	3	4
def _get_credential() in tools/blob.py	14	3	2