GoogleCloudPlatform / nl2sql-studio - 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 303 units with 4,650 lines of code in units (62.8% of code).

0 very complex units (0 lines of code)
1 complex units (23 lines of code)
8 medium complex units (547 lines of code)
25 simple units (1,223 lines of code)
269 very simple units (2,857 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 plot_data() in UI/utils.py	23	26	5
def model_post_init() in nl2sql_library/nl2sql/datasets/base.py	148	23	2
def redraw() in UI/nl2sqlstudio_ui.py	72	17	0
def create_metadata_json() in nl2sql_src/nl2sql_generic.py	47	13	5
def add_dataset_to_query() in nl2sql_src/nl2sql_generic.py	32	13	2
def __call__() in nl2sql_library/nl2sql/tasks/table_selection/core.py	80	13	3
def __call__() in nl2sql_library/nl2sql/tasks/column_selection/core.py	69	12	3
def model_post_init() in nl2sql_library/nl2sql/datasets/base.py	38	11	2
def __call__() in nl2sql_library/nl2sql/tasks/join_selection/core.py	61	11	3
def add_new_question() in UI/nl2sqlstudio_ui.py	14	10	0
def call_generate_sql_api() in UI/utils.py	59	10	2
def generate_metadata() in nl2sql_src/metadata_update_bq.py	59	10	5
def __call__() in nl2sql_library/nl2sql/executors/linear_executor/core.py	66	10	3
def ask() in UI/dbai_src/dbai.py	52	9	3
def get_sql() in UI/dbai_src/dbai.py	46	9	2
def batch_run() in nl2sql_src/nl2sql_generic.py	45	9	7
def __call__() in nl2sql_library/nl2sql/tasks/eval_fix/core.py	108	9	4
def ask() in dbai_src/dbai.py	52	9	3
def get_sql() in dbai_src/dbai.py	46	9	2
def bq_evaluator() in UI/evaluation/eval.py	90	8	7
def app_load() in UI/nl2sqlstudio_ui.py	31	8	0
def run_visualization() in UI/utils.py	62	8	3
def gen_and_exec_and_self_correct_sql() in nl2sql_src/nl2sql_generic.py	68	8	5
def generate_sql_few_shot() in nl2sql_src/nl2sql_generic.py	44	7	4
def generate_sql_few_shot_promptonly() in nl2sql_src/nl2sql_generic.py	43	7	5
def sidebar_components() in UI/nl2sqlstudio_ui.py	49	6	0
def case_handler_transform() in nl2sql_src/nl2sql_generic.py	17	6	2
def generate_sql() in nl2sql_src/nl2sql_generic.py	32	6	4
def execute_query() in nl2sql_src/nl2sql_generic.py	18	6	3
def user_info() in nl2sql_library/nl2sql/commons/reporting/fingerprint.py	55	6	0
def fetch_schema() in nl2sql_library/nl2sql/datasets/base.py	24	6	3
def __init__() in nl2sql_library/nl2sql/datasets/standard.py	25	6	1
def __call__() in nl2sql_library/nl2sql/tasks/sql_generation/core.py	62	6	3
def __call__() in nl2sql_library/nl2sql/tasks/sql_generation/react.py	56	6	3
def pc_modal_active() in UI/nl2sqlstudio_ui.py	52	5	0
def when_user_responded() in UI/nl2sqlstudio_ui.py	27	5	0
def create_metadata_cache() in UI/dbai_src/dbai.py	22	5	1
def nl2sql_lite_generate() in nl2sql_src/app.py	66	5	0
def table_filter() in nl2sql_src/nl2sql_generic.py	23	5	2
def prune_schema() in nl2sql_library/nl2sql/datasets/base.py	14	5	1
def cot_executor() in nl2sql_library/app.py	49	5	0
def create_metadata_cache() in dbai_src/dbai.py	23	5	1
def call_generate_sql_api() in UI/evaluation/eval.py	32	4	2
def db_setup() in UI/evaluation/eval.py	29	4	4
def sample_queries_modal_active() in UI/nl2sqlstudio_ui.py	12	4	0
def qa_modal_active() in UI/nl2sqlstudio_ui.py	16	4	0
def get_feedback() in UI/utils.py	24	4	0
def plot_heatmap() in UI/utils.py	10	4	4
def create_look_ui() in UI/utils.py	41	4	0
def show_past_chat() in UI/pages/chat_agent_app.py	10	4	0