GoogleCloudPlatform / dagify - 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).

Learn more...

Conditional Complexity Overall

There are 108 units with 917 lines of code in units (47.4% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
6 medium complex units (236 lines of code)
10 simple units (191 lines of code)
92 very simple units (490 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 load_config() in dagify/converter/engine.py	40	16	1
def airflow_task_build() in dagify/converter/engine.py	38	16	2
def check_schedules() in dagify/converter/report_generator.py	27	15	2
def generate_airflow_dags() in dagify/converter/engine.py	65	12	2
def calculate_cron_schedule() in dagify/converter/utils.py	37	12	1
def generate_dag_dependencies_by_divider() in dagify/converter/uf.py	29	11	3
def get_jobtypes_andcount() in dagify/converter/utils.py	21	10	1
def calculate_dag_python_imports() in dagify/converter/uf.py	19	10	3
def load_templates() in dagify/converter/engine.py	14	9	1
def count_yaml_files() in dagify/converter/utils.py	10	9	3
def calculate_dag_dependencies_controlm() in dagify/converter/uf.py	14	9	1
def generate_report() in dagify/converter/report_generator.py	54	8	1
def airflow_task_python_imports_build() in dagify/converter/engine.py	20	8	2
def validate() in validate_templates.py	18	7	2
def calculate_dag_dependencies_automic() in dagify/converter/uf.py	8	7	1
def filter_jobs_by_parameter_in_child() in dagify/converter/utils.py	13	6	3
def convert() in dagify/converter/engine.py	26	5	4
def get_job_statistics() in dagify/converter/utils.py	10	5	2
def dagify() in DAGify.py	26	4	7
def validate() in dagify/converter/engine.py	6	4	1
def cal_dag_dividers() in dagify/converter/engine.py	9	4	1
def generate_report_utils() in dagify/converter/utils.py	11	4	4
def generate_dag_dependency_statement() in dagify/converter/uf.py	11	4	3
def rule_python_variable_safe() in dagify/converter/rules.py	7	3	2
def get_template() in dagify/converter/engine.py	10	3	3
def get_template_name() in dagify/converter/engine.py	5	3	2
def load_source() in dagify/converter/utils.py	10	3	2
def read_yaml_to_dict() in dagify/converter/utils.py	7	3	1
def format_table_json() in dagify/converter/utils.py	12	3	3
def get_job_info() in dagify/converter/utils.py	11	3	1
def get_template_name() in dagify/converter/utils.py	5	3	2
def get_task_by_attr() in dagify/converter/uf.py	5	3	3
def print_dag_dependencies() in dagify/converter/uf.py	5	3	1
def write_report() in dagify/converter/report_generator.py	14	2	1
def run() in dagify/converter/rules.py	8	2	2
def rule_prefix() in dagify/converter/rules.py	7	2	2
def rule_suffix() in dagify/converter/rules.py	7	2	2
def rule_escape_quotes() in dagify/converter/rules.py	6	2	2
def rule_lookup_replace() in dagify/converter/rules.py	8	2	2
def __init__() in dagify/converter/automic.py	7	2	0
def _is_valid() in dagify/converter/yaml_validator/custom_validator.py	6	2	2
def parse_automic_tree() in dagify/converter/utils.py	16	2	2
def parse_controlm_tree() in dagify/converter/utils.py	33	2	2
def create_directory() in dagify/converter/utils.py	3	2	1
def generate_table() in dagify/converter/utils.py	8	2	3
def generate_json() in dagify/converter/utils.py	10	2	5
def from_xml() in dagify/converter/uf.py	5	2	2
def read_requirements() in dagify/setup.py	3	1	1
def read_file() in dagify/setup.py	3	1	1
def __init__() in dagify/converter/report_generator.py	7	1	0