aliyun / algorithm-base - 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 561 units with 4,599 lines of code in units (84.0% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
12 medium complex units (428 lines of code)
43 simple units (867 lines of code)
506 very simple units (3,304 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 convert_date_type() in src/ab/plugins/data/engine.py	37	20	2
def lazy_init() in src/ab/task/task.py	41	18	1
def select() in src/ab/plugins/db/dao.py	33	18	7
def default() in src/ab/utils/serializer.py	42	17	2
def gen_where() in src/ab/plugins/db/dao.py	39	17	2
def deploy() in src/ab/utils/sae_util.py	62	16	1
def list_dir() in src/ab/utils/security.py	31	16	2
def convert_to_gunicorn_config() in src/ab/apps/gunicorn.py	31	15	2
def get_request_args() in src/ab/controllers/algorithm.py	25	14	1
def init_dbm() in src/ab/plugins/db/db_master.py	44	14	1
def join_partitions() in src/ab/plugins/db/odps_helper.py	22	14	1
def save_log() in src/ab/plugins/calculate/spark.py	21	12	1
def get_sl_namespace_info() in src/ab/utils/sae_util.py	29	10	2
def list_dir() in src/ab/client/crypto_cli.py	23	10	2
def deploy_info() in src/ab/utils/abt.py	16	9	1
def get_instance() in src/ab/utils/data_source.py	13	9	5
def from_mapping() in src/ab/config/config.py	30	9	3
def read_data() in src/ab/plugins/data/engine.py	41	9	2
def do_service() in src/ab/plugins/spring/eureka.py	26	9	12
def odps_to_xlab_type() in src/ab/plugins/db/odps_helper.py	14	9	1
def rds_to_xlab_type() in src/ab/plugins/db/sqlite.py	15	9	1
def rds_to_xlab_type() in src/ab/plugins/db/rds.py	15	9	1
def send_request() in src/ab/utils/sae_util.py	34	8	1
def replace() in src/ab/utils/abt.py	12	8	4
def __parse_body() in src/ab/controllers/doc.py	21	8	2
def open_binary() in src/ab/keys/data.py	35	8	2
def pre_run() in src/ab/plugins/data/data_reader.py	30	8	4
def table_sql() in src/ab/plugins/db/base.py	13	8	4
def get_thrift_transport() in src/ab/plugins/db/hive.py	40	8	8
def sample() in src/ab/plugins/db/odps_helper.py	23	8	3
def get_instance() in src/ab/plugins/db/odps_helper.py	21	8	2
def _handle_dict() in src/ab/utils/serializer.py	6	7	2
def logs() in src/ab/utils/abt.py	15	7	1
def __init__() in src/ab/utils/data_source.py	25	7	6
def jsonify() in src/ab/apps/flask.py	16	7	2
def check_config() in src/ab/apps/flask.py	9	7	1
def read_local_config_files() in src/ab/plugins/config/config_reader.py	30	7	2
def hive_to_xlab_type() in src/ab/plugins/db/hive.py	14	7	1
def get_engine() in src/ab/plugins/db/db_conn_pool.py	29	7	3
def get_instance() in src/ab/plugins/db/sqlite.py	19	7	2
def init_spark_builder() in src/ab/plugins/calculate/spark.py	28	7	1
def get_or_create() in src/ab/plugins/calculate/spark.py	16	7	0
def get_oss_data_mount() in src/ab/utils/sae_util.py	17	6	1
def bind_slb() in src/ab/utils/sae_util.py	17	6	3
def run() in src/ab/apps/flask.py	15	6	7
def convert_boolean_type() in src/ab/plugins/data/engine.py	14	6	2
def kinit() in src/ab/plugins/kerberos.py	10	6	4
def execute() in src/ab/plugins/db/dao.py	12	6	4
def count() in src/ab/plugins/db/odps_helper.py	17	6	5
def select() in src/ab/plugins/db/sqlite.py	21	6	7