aws / amazon-finspace-examples
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 153 units with 1,476 lines of code in units (95.3% 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)
    • 15 simple units (339 lines of code)
    • 138 very simple units (1,137 lines of code)
0% | 0% | 0% | 22% | 77%
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% | 22% | 77%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
webinars/snowflake_2021-090% | 0% | 0% | 22% | 77%
blogs/finspace_redshift-2021-090% | 0% | 0% | 22% | 77%
notebooks/Utilities0% | 0% | 0% | 22% | 77%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
def read_view_as_pandas()
in webinars/snowflake_2021-09/finspace.py
 34 10 3
def read_view_as_pandas()
in blogs/finspace_redshift-2021-09/finspace.py
 34 10 3
def read_view_as_pandas()
in notebooks/Utilities/finspace.py
 34 10 3
def wait_for_status()
in webinars/snowflake_2021-09/finspace.py
 19 7 5
def wait_for_status()
in blogs/finspace_redshift-2021-09/finspace.py
 19 7 5
def wait_for_status()
in notebooks/Utilities/finspace.py
 19 7 5
def __init__()
in webinars/snowflake_2021-09/finspace.py
 24 6 3
def wait_for_view()
in webinars/snowflake_2021-09/finspace.py
 17 6 4
def read_view_as_spark()
in webinars/snowflake_2021-09/finspace_spark.py
 19 6 3
def __init__()
in blogs/finspace_redshift-2021-09/finspace.py
 24 6 3
def wait_for_view()
in blogs/finspace_redshift-2021-09/finspace.py
 17 6 4
def read_view_as_spark()
in blogs/finspace_redshift-2021-09/finspace_spark.py
 19 6 3
def __init__()
in notebooks/Utilities/finspace.py
 24 6 3
def wait_for_view()
in notebooks/Utilities/finspace.py
 17 6 4
def read_view_as_spark()
in notebooks/Utilities/finspace_spark.py
 19 6 3
def wait_for_ingestion()
in webinars/snowflake_2021-09/finspace.py
 12 5 4
def list_clusters()
in webinars/snowflake_2021-09/finspace.py
 12 5 2
def wait_for_ingestion()
in blogs/finspace_redshift-2021-09/finspace.py
 12 5 4
def list_clusters()
in blogs/finspace_redshift-2021-09/finspace.py
 12 5 2
def wait_for_ingestion()
in notebooks/Utilities/finspace.py
 12 5 4