GoogleCloudPlatform / professional-services-data-validator

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 391 units with 4,086 lines of code in units (61.7% of code).

0 very complex units (0 lines of code)
1 complex units (188 lines of code)
8 medium complex units (398 lines of code)
24 simple units (716 lines of code)
358 very simple units (2,784 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 _get_partition_key_filters() in data_validation/partition_builder.py	188	31	1
def build_config_from_args() in data_validation/__main__.py	58	21	2
def get_aggregate_config() in data_validation/__main__.py	84	18	2
def _check_custom_query_args() in data_validation/cli_tools.py	28	15	2
def add_rstrip_to_comp_fields() in data_validation/config_manager.py	45	13	2
def _add_random_row_filter() in data_validation/data_validation.py	49	13	1
def config_runner() in data_validation/__main__.py	55	12	1
def compile() in data_validation/query_builder/query_builder.py	40	12	3
def execute_recursive_validation() in data_validation/data_validation.py	39	11	3
def _get_calculated_config() in data_validation/__main__.py	49	10	2
def main() in data_validation/__main__.py	27	9	0
def parse_n_validate_datatypes() in data_validation/schema_validation.py	19	9	2
def _execute_validation() in data_validation/data_validation.py	61	9	2
def _configure_partition_parser() in data_validation/cli_tools.py	67	8	1
def get_filters() in data_validation/cli_tools.py	25	8	1
def get_pre_build_configs() in data_validation/cli_tools.py	130	8	2
def get_max_in_list_size() in data_validation/clients.py	10	8	2
def _get_result_handler() in data_validation/cli_tools.py	34	7	2
def get_tables_list() in data_validation/cli_tools.py	39	7	3
def close_client_connections() in data_validation/config_manager.py	8	7	1
def get_data_client() in data_validation/clients.py	40	7	1
def _insert_postgres() in data_validation/result_handlers/postgres.py	19	6	2
def run_validation() in data_validation/__main__.py	35	6	3
def run_validation_configs() in data_validation/__main__.py	11	6	1
def split_allow_list_str() in data_validation/schema_validation.py	15	6	1
def expand_precision_or_scale_range() in data_validation/schema_validation.py	18	6	1
def print_raw_query_output() in data_validation/raw_query.py	12	6	2
def build_config_comparison_fields() in data_validation/config_manager.py	24	6	3
def build_column_configs() in data_validation/config_manager.py	28	6	2
def get_all_tables() in data_validation/clients.py	14	6	3
def compile() in data_validation/query_builder/query_builder.py	11	6	2
def compile() in data_validation/query_builder/query_builder.py	9	6	2
def compile() in data_validation/query_builder/query_builder.py	11	6	2
def _insert_bigquery() in data_validation/result_handlers/bigquery.py	31	5	2
def _dataframe_to_sql() in data_validation/result_handlers/postgres.py	22	5	4
def run_connections() in data_validation/__main__.py	13	5	1
def execute() in data_validation/schema_validation.py	65	5	1
def expand_precision_range() in data_validation/schema_validation.py	16	5	1
def parse_allow_list() in data_validation/schema_validation.py	22	5	1
def get_typea_numeric_sustr() in data_validation/schema_validation.py	11	5	1
def validate_typeb_vals() in data_validation/schema_validation.py	6	5	2
def threshold_float() in data_validation/cli_tools.py	12	5	1
def list_validations() in data_validation/cli_tools.py	9	5	1
def _minimize_raw_query_output() in data_validation/raw_query.py	7	5	1
def _compare_match_tables() in data_validation/find_tables.py	25	5	3
def execute() in data_validation/data_validation.py	15	5	1
def query_too_large() in data_validation/data_validation.py	19	5	3
def get_pandas_client() in data_validation/clients.py	13	5	3
def _extract_where() in data_validation/partition_builder.py	17	5	1
def _compile_fields() in data_validation/query_builder/query_builder.py	13	5	3