GoogleCloudPlatform / nl2sql - 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 110 units with 1,374 lines of code in units (53.0% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
5 medium complex units (378 lines of code)
7 simple units (392 lines of code)
98 very simple units (604 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 model_post_init() in nl2sql/datasets/base.py	133	23	2
def __call__() in nl2sql/tasks/table_selection/core.py	80	13	3
def __call__() in nl2sql/tasks/column_selection/core.py	69	12	3
def model_post_init() in nl2sql/datasets/base.py	35	11	2
def __call__() in nl2sql/tasks/join_selection/core.py	61	11	3
def __call__() in nl2sql/executors/linear_executor/core.py	66	10	3
def __call__() in nl2sql/tasks/eval_fix/core.py	108	9	4
def user_info() in nl2sql/commons/reporting/fingerprint.py	55	6	0
def fetch_schema() in nl2sql/datasets/base.py	24	6	3
def __init__() in nl2sql/datasets/standard.py	21	6	1
def __call__() in nl2sql/tasks/sql_generation/core.py	62	6	3
def __call__() in nl2sql/tasks/sql_generation/react.py	56	6	3
def prune_schema() in nl2sql/datasets/base.py	13	5	1
def __init__() in nl2sql/commons/reporting/persist.py	16	4	1
def sys_info() in nl2sql/commons/reporting/fingerprint.py	45	4	0
def id_structure() in nl2sql/datasets/base.py	11	4	2
def invert() in nl2sql/datasets/base.py	13	4	1
def create_tables() in nl2sql/datasets/custom.py	21	4	1
def update_key_columns() in nl2sql/datasets/custom.py	16	4	2
def CURATED_ZERO_SHOT_PROMPT() in nl2sql/tasks/join_selection/core.py	14	4	1
def CURATED_FEW_SHOT_COT_PROMPT() in nl2sql/tasks/join_selection/core.py	15	4	1
def CURATED_ZERO_SHOT_PROMPT() in nl2sql/tasks/column_selection/core.py	12	4	1
def CURATED_FEW_SHOT_COT_PROMPT() in nl2sql/tasks/column_selection/core.py	17	4	1
def fetch_dataset() in nl2sql/datasets/__init__.py	6	3	2
def CURATED_FEW_SHOT_COT_PROMPT() in nl2sql/tasks/table_selection/core.py	17	3	1
def _create_template() in nl2sql/assets/prompts/__init__.py	9	2	2
def model_post_init() in nl2sql/executors/__init__.py	7	2	2
def model_post_init() in nl2sql/executors/__init__.py	7	2	2
def fetch_result() in nl2sql/executors/linear_executor/__init__.py	4	2	2
def dataset() in nl2sql/datasets/standard.py	12	2	2
def LANGCHAIN_DECIDER_PROMPT() in nl2sql/tasks/table_selection/core.py	7	2	1
def get_max_input_tokens() in nl2sql/llms/vertexai.py	4	2	1
def yes_no_classifier() in nl2sql/commons/utils/classifiers.py	4	1	1
def get_data() in nl2sql/commons/reporting/persist.py	10	1	3
def __call__() in nl2sql/commons/reporting/persist.py	5	1	0
def __init__() in nl2sql/commons/reporting/persist.py	3	1	2
def __call__() in nl2sql/commons/reporting/persist.py	5	1	0
def __call__() in nl2sql/commons/reporting/persist.py	5	1	0
def COLUMN_DESCRIPTION_V1() in nl2sql/assets/prompts/__init__.py	2	1	1
def COLUMN_DESCRIPTION_V2() in nl2sql/assets/prompts/__init__.py	2	1	1
def TABLE_DESCRIPTION_V1() in nl2sql/assets/prompts/__init__.py	2	1	1
def TABLE_DESCRIPTION_V2() in nl2sql/assets/prompts/__init__.py	2	1	1
def TABLE_DESCRIPTION_V3() in nl2sql/assets/prompts/__init__.py	2	1	1
def TABLE_FILTER_THOUGHT_GEN_V1() in nl2sql/assets/prompts/__init__.py	2	1	1
def TABLE_FILTER_THOUGHT_SCORE_V1() in nl2sql/assets/prompts/__init__.py	2	1	1
def TABLE_FILTER_THOUGHT_SCORE_V2() in nl2sql/assets/prompts/__init__.py	2	1	1
def COLUMN_FILTER_THOUGHT_GEN_V1() in nl2sql/assets/prompts/__init__.py	2	1	1
def COLUMN_FILTER_THOUGHT_SCORE_V1() in nl2sql/assets/prompts/__init__.py	2	1	1
def PROMPTING_STRAT_QUERY_RANK_V1() in nl2sql/assets/prompts/__init__.py	2	1	1
def PROMPTING_STRAT_SQL_GEN_V1() in nl2sql/assets/prompts/__init__.py	2	1	1