azure / synthetic-qa-generation - 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).

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Conditional Complexity Overall

There are 58 units with 934 lines of code in units (19.7% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
3 medium complex units (59 lines of code)
9 simple units (398 lines of code)
46 very simple units (477 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 validate_subjects_json_structure() in glan-instruct/glan.py	15	19	1
def change_approved() in evolve-instruct/evolve.py	25	17	3
def update_figure_description() in seed/util/preprocess.py	19	11	3
def transform_jsonl() in evolve-instruct/convert.py	25	10	2
def mutate() in evolve-instruct/evolve.py	51	10	2
def generate_questions() in glan-instruct/glan.py	60	9	12
def glan_instruction_generation() in glan-instruct/glan.py	118	9	1
def __call__() in evolve-instruct/evolve.py	26	7	3
def convert_to_oai_format() in seed/util/common_utils.py	31	7	2
def create_seed_prompts() in evolve-instruct/evolve.py	14	6	1
def analyze_pdf_page_content() in seed/util/preprocess.py	17	6	2
def generate_answers() in glan-instruct/glan.py	56	6	5
def image_complexity() in seed/util/preprocess.py	21	5	4
def clean_html() in seed/util/preprocess.py	15	5	1
def remove_short_sentences() in seed/util/preprocess.py	8	5	2
def generate_taxonomy() in glan-instruct/glan.py	16	5	3
def sample_class_sessions_and_key_concepts() in glan-instruct/glan.py	15	5	3
def create_prompts() in evolve-instruct/evolve.py	18	4	1
def convert_td() in seed/util/preprocess.py	8	4	4
def convert_th() in seed/util/preprocess.py	8	4	4
def local_image_to_data_url() in seed/util/preprocess.py	7	4	1
def split_text_using_tiktoken() in seed/util/preprocess.py	14	4	4
def generate_syllabus() in glan-instruct/glan.py	22	4	6
def run() in evolve-instruct/evolve.py	15	3	1
def remove_small_images() in seed/util/preprocess.py	11	3	2
def read_text_to_list() in glan-instruct/glan.py	8	3	1
def md_to_text() in evolve-instruct/evolve.py	7	2	2
def run_question_only() in evolve-instruct/evolve.py	12	2	1
def __call__() in evolve-instruct/evolve.py	13	2	2
def delete_folder_and_make_folder() in seed/util/common_utils.py	5	2	1
def save_jsonl() in seed/util/common_utils.py	4	2	2
def _get_messages_for_qa_type() in seed/util/qa.py	18	2	4
def _get_messages_for_modify_conversation() in seed/util/qa.py	5	2	2
def split_pdf() in seed/util/preprocess.py	8	2	3
def split_pdf_with_page_numbers() in seed/util/preprocess.py	13	2	3
def crop_image_from_image() in seed/util/preprocess.py	7	2	3
def crop_image_from_pdf_page() in seed/util/preprocess.py	9	2	3
def crop_image_from_file() in seed/util/preprocess.py	6	2	3
def understand_image_with_gpt() in seed/util/preprocess.py	27	2	6
def is_bounding_box_larger_than() in seed/util/preprocess.py	6	2	3
def convert_html_to_md() in seed/util/preprocess.py	6	2	1
def encode_url_image_base64() in seed/util/preprocess.py	7	2	1
def read_jsonl() in glan-instruct/glan.py	6	2	1
def save_list_to_text() in glan-instruct/glan.py	4	2	2
def generate_subjects() in glan-instruct/glan.py	17	2	5
def __init__() in evolve-instruct/evolve.py	10	1	0
def create_answers() in evolve-instruct/evolve.py	7	1	1
def convert_list_to_dataset() in evolve-instruct/evolve.py	5	1	2
def __init__() in evolve-instruct/evolve.py	8	1	3
def __init__() in evolve-instruct/evolve.py	21	1	5