Uber / manifoldConditional 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 260 units with 3,582 lines of code in units (30.0% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
5 medium complex units (303 lines of code)
7 simple units (155 lines of code)
248 very simple units (3,124 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 validate_data() in bindings/jupyter/mlvis/widget_ext/Manifold.py	21	25	3
export function validateInputData() in modules/manifold/src/utils/data-processor.js	80	18	2
def get_independent_preds() in bindings/python-compute/performance_comparison.py	11	15	2
def compute_filter() in bindings/python-compute/utils.py	20	12	2
render() in modules/manifold/src/components/manifold.js	171	12	0
def load_data() in bindings/python-compute/main.py	26	10	4
def compute_categorical_features_dict() in bindings/python-compute/feature_differentiation.py	13	9	1
def compute_models_meta_data() in bindings/python-compute/data_manager.py	9	7	1
def compute_features_meta_data() in bindings/python-compute/feature_differentiation.py	25	7	1
_renderTip() in bindings/jupyter-modules/jupyter-ma-causal/src/components/slidebar/index.js	61	6	0
getLeftLabel() in bindings/jupyter-modules/jupyter-ma-causal/src/containers/slidebar-svg-container/index.js	16	6	0
def process_y_pred() in bindings/jupyter/mlvis/widget_ext/Manifold.py	5	6	2
def set_params() in bindings/python-compute/performance_comparison.py	17	5	5
def get_models_performance_by_segment() in bindings/python-compute/performance_comparison.py	23	5	1
def get_features_distribution_by_segment_group() in bindings/python-compute/main.py	12	5	3
def compute_split_kde() in bindings/python-compute/feature_differentiation.py	18	5	3
render() in bindings/jupyter-modules/jupyter-ma-causal/src/containers/staticbar-svg-container/index.js	35	5	0
export function computeHistogram() in modules/mlvis-common/src/utils/computation.js	36	5	2
render() in modules/mlvis-common/src/icons/base.js	34	5	0
export function getLayerVisConfig() in modules/manifold/src/utils/kepler-utils.js	27	5	3
export function isDatasetIncomplete() in modules/manifold/src/utils/data-processor.js	7	5	1
export function groupLatLngPairs() in modules/manifold/src/utils/utils.js	32	5	1
render() in modules/multi-way-plot/src/multi-way-plot.js	12	5	0
def compute_target_df() in bindings/python-compute/data_manager.py	12	4	3
def compute_log_loss_per_data() in bindings/python-compute/data_manager.py	16	4	4
def compute_pred_df() in bindings/python-compute/data_manager.py	5	4	4
def set_params() in bindings/python-compute/feature_differentiation.py	3	4	4
def get_features_distribution_by_segment_group() in bindings/python-compute/feature_differentiation.py	14	4	1
def __init__() in bindings/jupyter/mlvis/widget_ext/Manifold.py	15	4	2
render() in modules/feature-list-view/src/feature-view.js	30	4	0
export function assign() in modules/mlvis-common/src/utils/kmeans.js	18	4	3
export function computeHistogramCat() in modules/mlvis-common/src/utils/computation.js	15	4	2
export function getKeplerLayers() in modules/manifold/src/utils/kepler-utils.js	51	4	4
export function columnsAndFieldsFromScore() in modules/manifold/src/utils/data-processor.js	26	4	4
render() in modules/manifold/src/components/ui/headline/headline.js	52	4	0
def compute_clusters() in bindings/python-compute/performance_comparison.py	10	3	1
def compute_pred_col_names() in bindings/python-compute/data_manager.py	6	3	2
def __init__() in bindings/python-compute/data_manager.py	9	3	4
def should_reload_data() in bindings/python-compute/main.py	7	3	3
def get_meta_data() in bindings/python-compute/main.py	7	3	1
render() in bindings/jupyter-modules/jupyter-manifold/src/manifold.js	16	3	0
_renderLeftLabel() in bindings/jupyter-modules/jupyter-ma-causal/src/components/slidebar/index.js	20	3	0
_renderRightLabel() in bindings/jupyter-modules/jupyter-ma-causal/src/components/slidebar/index.js	20	3	0
_renderLegends() in bindings/jupyter-modules/jupyter-ma-causal/src/components/multi-line-chart/index.js	31	3	0
_renderLines() in bindings/jupyter-modules/jupyter-ma-causal/src/components/multi-line-chart/index.js	22	3	0
_renderDots() in bindings/jupyter-modules/jupyter-ma-causal/src/components/multi-line-chart/index.js	23	3	0
_renderColumns() in bindings/jupyter-modules/jupyter-ma-causal/src/containers/index.js	45	3	0
def process_x() in bindings/jupyter/mlvis/widget_ext/Manifold.py	7	3	2
def process_y_true() in bindings/jupyter/mlvis/widget_ext/Manifold.py	7	3	2
hour: getHour() in modules/stacked-calendar/src/utils.js	6	3	1