spotify / spotify-tensorflowConditional 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 71 units with 830 lines of code in units (72.2% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
1 medium complex units (72 lines of code)
6 simple units (127 lines of code)
64 very simple units (631 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 tftransform() in spotify_tensorflow/tfx/tft.py	72	12	12
def _get_input_args() in spotify_tensorflow/luigi/tensorflow_task.py	18	9	1
def _mk_cloud_params() in spotify_tensorflow/luigi/tensorflow_task.py	19	8	1
def _examples() in spotify_tensorflow/dataset.py	49	8	19
def fetch_tfdv_whl() in spotify_tensorflow/luigi/utils.py	19	7	3
def clean_up_pipeline_args() in spotify_tensorflow/tfx/utils.py	15	6	1
def list_tf_records() in spotify_tensorflow/scripts/tfr_read.py	7	6	2
def _get_model_args() in spotify_tensorflow/luigi/tensorflow_task.py	11	4	1
def run_with_logging() in spotify_tensorflow/luigi/utils.py	15	4	2
def resolve_schema() in spotify_tensorflow/scripts/tfr_read.py	7	4	2
def tfr_read_to_json() in spotify_tensorflow/scripts/tfr_read.py	8	4	2
def main() in spotify_tensorflow/scripts/tfr_read.py	16	4	0
def __init__() in spotify_tensorflow/tfx/tfdv.py	17	3	5
def generate_statistics_from_tfrecord() in spotify_tensorflow/tfx/tfdv.py	22	3	4
def assert_not_empty_string() in spotify_tensorflow/tfx/utils.py	5	3	1
def run() in spotify_tensorflow/tfx/tft.py	43	3	2
def _mk_cmd() in spotify_tensorflow/luigi/tensorflow_task.py	11	3	1
def get_uri() in spotify_tensorflow/luigi/utils.py	7	3	1
def _fetch_file() in spotify_tensorflow/luigi/utils.py	10	3	2
def reorder_numpy_dataset() in spotify_tensorflow/featran.py	7	3	4
def __split_names() in spotify_tensorflow/featran.py	8	3	2
def __all_names() in spotify_tensorflow/featran.py	6	3	1
def _examples() in spotify_tensorflow/dataset.py	37	3	18
def default() in spotify_tensorflow/example_decoders.py	6	3	2
def write_stats_and_schema() in spotify_tensorflow/tfx/tfdv.py	13	2	3
def validate_stats_against_schema() in spotify_tensorflow/tfx/tfdv.py	21	2	4
def upload_schema() in spotify_tensorflow/tfx/tfdv.py	8	2	1
def upload_anomalies() in spotify_tensorflow/tfx/tfdv.py	4	2	1
def assert_not_none() in spotify_tensorflow/tfx/utils.py	3	2	1
def _get_job_args() in spotify_tensorflow/luigi/tensorflow_task.py	7	2	1
def names() in spotify_tensorflow/featran.py	6	2	3
def reorder_dataframe_dataset() in spotify_tensorflow/featran.py	7	2	3
def __get_featran_settings_file() in spotify_tensorflow/featran.py	5	2	2
def _examples() in spotify_tensorflow/dataset.py	35	2	19
def get_decoder_from_schema() in spotify_tensorflow/scripts/tfr_read.py	6	2	1
def write_stats() in spotify_tensorflow/tfx/tfdv.py	5	1	2
def create_setup_file() in spotify_tensorflow/tfx/utils.py	3	1	0
def __init__() in spotify_tensorflow/tfx/tft.py	2	1	2
def feature_spec_to_schema() in spotify_tensorflow/tf_schema_utils.py	2	1	1
def parse_schema_file() in spotify_tensorflow/tf_schema_utils.py	6	1	1
def parse_schema_txt_file() in spotify_tensorflow/tf_schema_utils.py	6	1	1
def schema_to_feature_spec() in spotify_tensorflow/tf_schema_utils.py	2	1	1
def schema_file_to_feature_spec() in spotify_tensorflow/tf_schema_utils.py	3	1	1
def schema_txt_file_to_feature_spec() in spotify_tensorflow/tf_schema_utils.py	3	1	1
def output() in spotify_tensorflow/luigi/python_dataflow_task.py	2	1	1
def __init__() in spotify_tensorflow/luigi/tensorflow_task.py	2	1	3
def tf_task_args() in spotify_tensorflow/luigi/tensorflow_task.py	2	1	1
def run() in spotify_tensorflow/luigi/tensorflow_task.py	5	1	1
def get_job_dir() in spotify_tensorflow/luigi/tensorflow_task.py	2	1	1
def _get_job_name() in spotify_tensorflow/luigi/tensorflow_task.py	7	1	1