aws-samples / amazon-forecast-samples
Unit Size

The distribution of size of units (measured in lines of code).

Intro
  • Unit size measurements show the distribution of size of units of code (methods, functions...).
  • Units are classified in four categories based on their size (lines of code): 1-20 (small units), 20-50 (medium size units), 51-100 (long units), 101+ (very long units).
  • You should aim at keeping units small (< 20 lines). Long units may become "bloaters", code that have increased to such gargantuan proportions that they are hard to work with.
Learn more...
Unit Size Overall
  • There are 49 units with 735 lines of code in units (36.8% of code).
    • 0 very long units (0 lines of code)
    • 2 long units (135 lines of code)
    • 10 medium size units (301 lines of code)
    • 10 small units (146 lines of code)
    • 27 very small units (153 lines of code)
0% | 18% | 40% | 19% | 20%
Legend:
101+
51-100
21-50
11-20
1-10
Unit Size per Extension
101+
51-100
21-50
11-20
1-10
py0% | 18% | 40% | 19% | 20%
Unit Size per Logical Component
primary logical decomposition
101+
51-100
21-50
11-20
1-10
ml_ops/visualization_blog/lambdas/updateresources0% | 50% | 41% | 0% | 8%
ml_ops/visualization_blog/lambdas/createforecast0% | 62% | 37% | 0% | 0%
notebooks/common/util0% | 0% | 39% | 36% | 24%
ml_ops/visualization_blog/lambdas/createdatasetimportjob0% | 0% | 100% | 0% | 0%
ml_ops/visualization_blog/lambdas/createpredictor0% | 0% | 100% | 0% | 0%
ml_ops/visualization_blog/lambdas/createdatasetgroup0% | 0% | 100% | 0% | 0%
ml_ops/visualization_blog/lambdas/deleteforecast0% | 0% | 84% | 0% | 15%
ml_ops/visualization_blog/lambdas/createdataset0% | 0% | 100% | 0% | 0%
workshops/pre_POC_workshop/local_util0% | 0% | 0% | 43% | 56%
ml_ops/visualization_blog/lambdas/s3lambda0% | 0% | 0% | 73% | 26%
ml_ops/visualization_blog/lambdas/deletedatasetimport0% | 0% | 0% | 100% | 0%
ml_ops/visualization_blog/lambdas/deletepredictor0% | 0% | 0% | 100% | 0%
ml_ops/visualization_blog/shared/python0% | 0% | 0% | 0% | 100%
ml_ops/visualization_blog/lambdas/notify0% | 0% | 0% | 0% | 100%
Alternative Visuals
Longest Units
Top 20 longest units
Unit# linesMcCabe index# params
def get_readings()
in ml_ops/visualization_blog/lambdas/updateresources/update.py
74 9 2
def lambda_handler()
in ml_ops/visualization_blog/lambdas/createforecast/forecast.py
61 8 2
def lambda_handler()
in ml_ops/visualization_blog/lambdas/createdatasetimportjob/datasetimport.py
41 2 2
def get_or_create_iam_role()
in notebooks/common/util/fcst_utils.py
38 3 1
def post_metric()
in ml_ops/visualization_blog/lambdas/createforecast/forecast.py
36 3 1
def lambda_handler()
in ml_ops/visualization_blog/lambdas/updateresources/update.py
34 8 2
def lambda_handler()
in ml_ops/visualization_blog/lambdas/createpredictor/predictor.py
30 3 2
def transform()
in ml_ops/visualization_blog/lambdas/updateresources/update.py
27 8 5
def read_explainability_export()
in notebooks/common/util/fcst_utils.py
27 11 2
def lambda_handler()
in ml_ops/visualization_blog/lambdas/createdatasetgroup/datasetgroup.py
24 2 2
def lambda_handler()
in ml_ops/visualization_blog/lambdas/createdataset/dataset.py
22 3 2
def lambda_handler()
in ml_ops/visualization_blog/lambdas/deleteforecast/deleteforecast.py
22 3 2
def _get_time_min_max()
in workshops/pre_POC_workshop/local_util/analysis.py
19 4 4
def plot_forecasts()
in notebooks/common/util/fcst_utils.py
18 1 5
def lambda_handler()
in ml_ops/visualization_blog/lambdas/s3lambda/parse.py
17 1 2
def create_bucket()
in notebooks/common/util/fcst_utils.py
17 4 2
def _get_velocity_per_item()
in workshops/pre_POC_workshop/local_util/analysis.py
15 4 5
def wait_till_delete()
in notebooks/common/util/fcst_utils.py
14 5 3
def lambda_handler()
in ml_ops/visualization_blog/lambdas/deletedatasetimport/deletedataset.py
13 2 2
def lambda_handler()
in ml_ops/visualization_blog/lambdas/deletepredictor/deletepredictor.py
11 2 2