aws-samples / amazon-sagemaker-feature-store-streaming-aggregation
Conditional Complexity

The distribution of complexity of units (measured with McCabe index).

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 14 units with 207 lines of code in units (35.3% of code).
    • 0 very complex units (0 lines of code)
    • 0 complex units (0 lines of code)
    • 0 medium complex units (0 lines of code)
    • 1 simple units (27 lines of code)
    • 13 very simple units (180 lines of code)
0% | 0% | 0% | 13% | 86%
Legend:
51+
26-50
11-25
6-10
1-5
Alternative Visuals
Conditional Complexity per Extension
51+
26-50
11-25
6-10
1-5
py0% | 0% | 0% | 13% | 86%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
src/lambda/InvokeFraudEndpointLambda0% | 0% | 0% | 14% | 85%
src/lambda/StreamingIngestAggFeatures0% | 0% | 0% | 0% | 100%
Most Complex Units
Top 14 most complex units
Unit# linesMcCabe index# params
def dump_stats()
in src/lambda/InvokeFraudEndpointLambda/lambda_function.py
 27 8 5
def lambda_handler()
in src/lambda/InvokeFraudEndpointLambda/lambda_function.py
 30 5 2
def calc_ratios_for_inference()
in src/lambda/InvokeFraudEndpointLambda/lambda_function.py
 16 5 6
def lookup_features()
in src/lambda/InvokeFraudEndpointLambda/lambda_function.py
 37 4 2
def retrieve_aggregated_features()
in src/lambda/InvokeFraudEndpointLambda/lambda_function.py
 15 4 3
def featurestore_get_record()
in src/lambda/InvokeFraudEndpointLambda/lambda_function.py
 13 4 2
def eval_cutoff_window()
in src/lambda/InvokeFraudEndpointLambda/lambda_function.py
 9 3 1
def lambda_handler()
in src/lambda/StreamingIngestAggFeatures/lambda_function.py
 18 2 2
def assemble_features()
in src/lambda/InvokeFraudEndpointLambda/lambda_function.py
 12 2 2
def update_agg()
in src/lambda/StreamingIngestAggFeatures/lambda_function.py
 8 1 4
def decode_payload()
in src/lambda/InvokeFraudEndpointLambda/lambda_function.py
 6 1 1
def calc_trans_time_delay()
in src/lambda/InvokeFraudEndpointLambda/lambda_function.py
 5 1 1
def get_feature_value()
in src/lambda/InvokeFraudEndpointLambda/lambda_function.py
 2 1 2
def invoke_endpoint()
in src/lambda/InvokeFraudEndpointLambda/lambda_function.py
 9 1 2