azure / decisionAI-plugin - 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 165 units with 1,741 lines of code in units (77.6% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
3 medium complex units (97 lines of code)
25 simple units (695 lines of code)
137 very simple units (949 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 generate_filled_missing_by_field() in decisionai_plugin/common/util/data.py	43	13	8
def train() in decisionai_plugin/common/plugin_service.py	35	13	2
def inference_callback() in decisionai_plugin/common/plugin_service.py	19	11	8
def clear_state_when_necessary() in decisionai_plugin/common/util/meta.py	20	10	4
def consume_loop() in decisionai_plugin/common/util/kafka_operator_confluent.py	47	10	5
def get_time_list() in decisionai_plugin/common/util/timeutil.py	26	10	3
def do_inference() in decisionai_plugin/sample/lr/lr_plugin_service.py	32	9	5
def post() in decisionai_plugin/common/tsanaclient.py	30	9	7
def put() in decisionai_plugin/common/tsanaclient.py	30	9	7
def send_message() in decisionai_plugin/common/util/kafka_operator.py	32	9	4
def update_state() in decisionai_plugin/common/util/meta.py	18	9	6
def get_model_list() in decisionai_plugin/common/util/meta.py	19	9	2
def get_diff() in decisionai_plugin/common/util/timeutil.py	22	9	3
def get_time_offset() in decisionai_plugin/common/util/timeutil.py	20	9	3
def get() in decisionai_plugin/common/tsanaclient.py	29	8	6
def get_timeseries_gw() in decisionai_plugin/common/tsanaclient.py	70	8	6
def save_data_points() in decisionai_plugin/common/tsanaclient.py	18	8	9
def consume_loop() in decisionai_plugin/common/util/kafka_operator.py	39	8	5
def convert_freq() in decisionai_plugin/common/util/timeutil.py	16	8	2
def train_callback() in decisionai_plugin/common/plugin_service.py	20	8	8
def do_inference() in decisionai_plugin/sample/demo_modeless/demo_service.py	26	7	4
def normalize() in decisionai_plugin/common/util/data.py	20	7	2
def inference() in decisionai_plugin/common/plugin_service.py	29	7	3
def main() in decisionai_plugin/sample/util/csvdiff.py	12	6	4
def get_timeseries() in decisionai_plugin/common/tsanaclient.py	54	6	6
def save_inference_result() in decisionai_plugin/common/tsanaclient.py	24	6	4
def fill_missing() in decisionai_plugin/common/util/data.py	12	6	3
def upload_model() in decisionai_plugin/common/util/model.py	30	6	4
def get_data_time_range() in decisionai_plugin/sample/lr/lr_plugin_service.py	19	5	3
def save_inference_status() in decisionai_plugin/common/tsanaclient.py	23	5	5
def get() in decisionai_plugin/common/util/retryrequests.py	13	5	3
def post() in decisionai_plugin/common/util/retryrequests.py	13	5	3
def put() in decisionai_plugin/common/util/retryrequests.py	13	5	3
def delete() in decisionai_plugin/common/util/retryrequests.py	13	5	3
def get_config_as_str() in decisionai_plugin/common/util/configuration.py	11	5	1
def train_wrapper() in decisionai_plugin/common/plugin_service.py	34	5	2
def inference_wrapper() in decisionai_plugin/common/plugin_service.py	33	5	2
def state() in decisionai_plugin/common/plugin_service.py	16	5	3
def generate_request() in decisionai_plugin/sample/util/request_generator.py	20	4	9
def get_dimesion_values() in decisionai_plugin/common/tsanaclient.py	6	4	4
def save_training_status() in decisionai_plugin/common/tsanaclient.py	21	4	5
def __init__() in decisionai_plugin/common/util/job_record.py	18	4	9
def insert_or_update_meta() in decisionai_plugin/common/util/meta.py	20	4	4
def get_kafka_configs() in decisionai_plugin/common/util/kafka_operator_confluent.py	22	4	0
def _parse() in decisionai_plugin/common/util/configuration.py	14	4	2
def delete() in decisionai_plugin/common/plugin_service.py	18	4	3
def get_inference_time_range() in decisionai_plugin/sample/lr/lr_plugin_service.py	13	3	2
def do_verify() in decisionai_plugin/sample/lr/lr_plugin_service.py	6	3	3
def do_verify() in decisionai_plugin/sample/demo_modeless/demo_service.py	6	3	3
def get_field_idx() in decisionai_plugin/common/tsanaclient.py	5	3	2