spotify / realbookConditional 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 91 units with 813 lines of code in units (63.4% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
1 medium complex units (58 lines of code)
5 simple units (187 lines of code)
85 very simple units (568 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 build() in realbook/layers/nnaudio.py	58	18	2
def call() in realbook/layers/nnaudio.py	38	10	2
def get_all_tensors_from_saved_model() in realbook/layers/compatibility.py	21	6	2
def build() in realbook/layers/signal.py	36	6	2
def monitoring_fn() in realbook/callbacks/debugging.py	29	6	1
def on_train_begin() in realbook/callbacks/spectrogram_visualization.py	63	6	2
def get_saved_model_input_tensors() in realbook/layers/compatibility.py	10	5	2
def get_saved_model_output_tensors() in realbook/layers/compatibility.py	10	5	2
def build() in realbook/layers/signal.py	23	5	2
def get_window_dispatch() in realbook/layers/nnaudio.py	14	5	5
def __init__() in realbook/callbacks/utilization.py	11	4	3
def call() in realbook/layers/compatibility.py	7	3	3
def should_dump_stacks() in realbook/callbacks/debugging.py	4	3	1
def should_abort() in realbook/callbacks/debugging.py	4	3	1
def abort() in realbook/callbacks/debugging.py	2	3	1
def __init__() in realbook/callbacks/utilization.py	15	3	3
def __init__() in realbook/layers/compatibility.py	4	2	3
def build() in realbook/layers/math.py	8	2	2
def downsampling_by_n() in realbook/layers/nnaudio.py	15	2	4
def pad_center() in realbook/layers/nnaudio.py	9	2	4
def on_epoch_end() in realbook/callbacks/speed.py	37	2	3
def on_epoch_end() in realbook/callbacks/debugging.py	3	2	3
def current_epoch_duration() in realbook/callbacks/debugging.py	4	2	1
def mean_epoch_time() in realbook/callbacks/debugging.py	4	2	1
def on_train_begin() in realbook/callbacks/utilization.py	3	2	3
def on_train_end() in realbook/callbacks/utilization.py	3	2	3
def _load_concrete_function_from_graph_def() in realbook/layers/compatibility.py	4	1	0
def __init__() in realbook/layers/compatibility.py	6	1	0
def call() in realbook/layers/compatibility.py	4	1	0
def get_config() in realbook/layers/compatibility.py	7	1	1
def call() in realbook/layers/compatibility.py	2	1	4
def create_function_from_tensors() in realbook/layers/compatibility.py	4	1	0
def __init__() in realbook/layers/compatibility.py	5	1	0
def dump_saved_model_to_graph() in realbook/layers/compatibility.py	3	1	0
def _create_padded_window() in realbook/layers/signal.py	4	1	0
def padded_window() in realbook/layers/signal.py	2	1	2
def __init__() in realbook/layers/signal.py	11	1	0
def call() in realbook/layers/signal.py	9	1	2
def get_config() in realbook/layers/signal.py	14	1	1
def __init__() in realbook/layers/signal.py	9	1	0
def call() in realbook/layers/signal.py	6	1	2
def get_config() in realbook/layers/signal.py	13	1	1
def __init__() in realbook/layers/signal.py	7	1	0
def call() in realbook/layers/signal.py	5	1	2
def get_config() in realbook/layers/signal.py	8	1	1
def __init__() in realbook/layers/signal.py	11	1	0
def build() in realbook/layers/signal.py	15	1	2
def call() in realbook/layers/signal.py	2	1	2
def get_config() in realbook/layers/signal.py	13	1	1
def __init__() in realbook/layers/signal.py	6	1	0