azure / multimodal-ai-llm-processing-accelerator

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 231 units with 1,698 lines of code in units (21.3% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
4 medium complex units (308 lines of code)
4 simple units (126 lines of code)
223 very simple units (1,264 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 redact_pii_pdf() in function_app/bp_pii_redaction.py	85	17	1
def pii_redaction_pdf_send_request() in demo_app/demo_app.py	77	12	1
def redact_pii_text() in function_app/bp_pii_redaction.py	53	11	1
def doc_intel_extract_city_names() in function_app/bp_doc_intel_extract_city_names.py	93	11	1
def cu_fields_dict_to_markdown() in function_app/src/helpers/content_understanding.py	33	10	1
def blob_form_to_cosmosdb_process() in demo_app/demo_app.py	54	7	1
def model_field_info() in function_app/src/components/speech.py	19	7	1
def _determine_auto_phrase_id_format() in function_app/src/components/speech.py	20	7	1
def pii_redaction_text_send_request() in demo_app/demo_app.py	43	5	1
def determine_span_start_page() in function_app/src/components/doc_intelligence.py	11	5	2
def simplify_cu_field_dict() in function_app/src/helpers/content_understanding.py	13	5	1
def clean_openai_msg() in function_app/src/helpers/common.py	9	5	1
def render_visual_media_input() in demo_app/demo_app.py	21	4	1
def form_ext_w_conf_upload() in demo_app/demo_app.py	41	4	1
def _get_headers() in function_app/src/components/content_understanding_client.py	14	4	1
def _validate_element_type() in function_app/src/components/doc_intelligence.py	10	4	2
def multimodal_doc_intel_processing() in function_app/bp_multimodal_doc_intel_processing.py	58	4	1
def summarize_text() in function_app/bp_summarize_text.py	43	4	1
def create_config_analyzer_schemas() in function_app/create_content_understanding_analyzers.py	19	4	1
def get_cu_value_field_name() in demo_app/demo_app.py	9	3	1
def get_vars_dict() in function_app/src/components/speech.py	8	3	2
def auto_speaker_channel_id() in function_app/src/components/speech.py	6	3	1
def process_batch_transcription() in function_app/src/components/speech.py	24	3	1
def process_realtime_transcription() in function_app/src/components/speech.py	20	3	1
def process_fast_transcription() in function_app/src/components/speech.py	25	3	1
def process_aoai_whisper_transcription() in function_app/src/components/speech.py	13	3	1
def get_all_formulas() in function_app/src/components/doc_intelligence.py	6	3	1
def get_all_barcodes() in function_app/src/components/doc_intelligence.py	6	3	1
def extract_di_words() in function_app/src/result_enrichment/doc_intelligence.py	15	3	1
def get_cu_value_field_name() in function_app/src/helpers/content_understanding.py	5	3	1
def haystack_doc_to_string() in function_app/src/helpers/common.py	6	3	1
def camel_to_snake() in function_app/src/helpers/common.py	2	3	1
def fitz_pdf_to_images() in demo_app/demo_app.py	7	2	1
def cc_audio_upload() in demo_app/demo_app.py	18	2	2
def get_type_from_pydantic_type_dict() in function_app/src/components/speech.py	4	2	2
def formatted_duration() in function_app/src/components/speech.py	6	2	1
def process_batch_word_dict() in function_app/src/components/speech.py	13	2	2
def _validate_whisper_client_initialized() in function_app/src/components/speech.py	5	2	1
def _get_speech_headers() in function_app/src/components/speech.py	10	2	1
def get_existing_analyzer_ids() in function_app/src/components/content_understanding_client.py	6	2	1
def get_heading_hashes() in function_app/src/components/doc_intelligence.py	4	2	1
def base64_bytes_to_buffer() in function_app/src/components/utils.py	5	2	2
def reverse_dict() in function_app/src/components/utils.py	2	2	1
def check_if_env_var_is_set() in function_app/src/helpers/azure_function.py	2	2	1
def check_if_azurite_storage_emulator_is_running() in function_app/src/helpers/azure_function.py	6	2	0
def enrich_extracted_cu_fields() in function_app/src/helpers/content_understanding.py	6	2	2
def condense_webvtt_transcription() in function_app/src/helpers/content_understanding.py	9	2	1
def apply_md_text_formatting() in function_app/src/helpers/content_understanding.py	2	2	2
def get_flat_poly_lists_convex_hull() in function_app/src/helpers/image.py	5	2	1
def replace_text() in function_app/bp_pii_redaction.py	4	2	2