uber / orbit - 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 245 units with 3,169 lines of code in units (40.6% of code).

0 very complex units (0 lines of code)
1 complex units (149 lines of code)
11 medium complex units (658 lines of code)
23 simple units (510 lines of code)
210 very simple units (1,852 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 __call__() in orbit/pyro/lgt.py	149	26	1
def _set_knots_scale_matrix() in orbit/template/ktr.py	112	23	3
def __call__() in orbit/pyro/ktr.py	155	22	1
def _set_default_args() in orbit/template/ktr.py	40	16	1
def _set_default_args() in orbit/template/ktrlite.py	37	16	1
def _set_levs_and_seas() in orbit/template/ktr.py	67	15	3
def _get_params() in orbit/utils/params_tuning.py	22	13	1
def set_training_data_input() in orbit/forecaster/forecaster.py	49	12	1
def _set_prediction_meta() in orbit/forecaster/forecaster.py	42	12	2
def _set_static_regression_attributes() in orbit/template/ktr.py	72	12	1
def _set_regression_default_attributes() in orbit/template/dlt.py	31	11	1
def _set_regression_default_attributes() in orbit/template/lgt.py	31	11	1
def _validate_params() in orbit/diagnostics/backtest.py	19	10	1
def _evaluate_test_metric() in orbit/diagnostics/backtest.py	19	10	2
def score() in orbit/diagnostics/backtest.py	40	10	3
def get_posterior_samples() in orbit/forecaster/forecaster.py	22	8	3
def compute_percentiles() in orbit/utils/predictions.py	23	8	2
def generate_param_args_list() in orbit/utils/params_tuning.py	18	8	1
def _set_model_param_names() in orbit/template/dlt.py	21	8	1
def remove_older_cmdstan() in setup.py	15	7	1
def _validate_coef_prior() in orbit/template/ktr.py	25	7	1
def _concat_regression_coefs() in orbit/template/ktr.py	11	7	2
def _set_static_regression_attributes() in orbit/template/dlt.py	36	7	1
def _set_regressor_matrix() in orbit/template/dlt.py	34	7	3
def _set_static_attributes() in orbit/template/ets.py	12	7	1
def set_init_values() in orbit/template/lgt.py	47	7	1
def _set_static_regression_attributes() in orbit/template/lgt.py	36	7	1
def _set_defaults() in orbit/diagnostics/backtest.py	13	7	1
def remove_older_cmdstan() in install_stan.py	15	7	1
def fit() in orbit/forecaster/forecaster.py	24	6	3
def is_fitted() in orbit/forecaster/forecaster.py	7	6	1
def orbit_style_decorator() in orbit/utils/plot.py	23	6	1
def _set_regressor_matrix() in orbit/template/ktr.py	29	6	3
def _set_model_param_names() in orbit/template/lgt.py	10	6	1
def __init__() in orbit/pyro/ktr.py	11	6	2
def _validate_training_df() in orbit/forecaster/forecaster.py	17	5	2
def gauss_kernel() in orbit/utils/kernels.py	15	5	6
def _set_coef_prior_idx() in orbit/template/ktr.py	8	5	1
def _filter_coef_prior() in orbit/template/ktr.py	42	5	2
def set_init_values() in orbit/template/dlt.py	41	5	1
def _set_model_param_names() in orbit/template/ktrlite.py	6	5	1
def _set_split_scheme() in orbit/diagnostics/backtest.py	30	5	1
def plot() in orbit/diagnostics/backtest.py	47	5	4
def run() in setup.py	7	4	1
def parabolic_kernel() in orbit/utils/kernels.py	19	4	2
def make_seasonal_dummies() in orbit/utils/features.py	18	4	5
def _set_model_param_names() in orbit/template/ktr.py	6	4	1
def _set_valid_response_attributes() in orbit/template/ktr.py	19	4	2
def _validate_global_options() in orbit/template/dlt.py	14	4	1
def set_dynamic_attributes() in orbit/template/dlt.py	11	4	3