code-20220213-pinakpani-pinak47 0.0.1

A small example package

BMI calculation

The following are the objective,

1. Calculate the BMI (Body Mass Index) using Formula 1, BMI Category and Health risk from Input data (person_detail.json) of the person and add them as 3 new columns.

        Formula 1 - BMI
        BMI(kg/m2) = mass(kg) / height(m)2
   

2. Count the total number of overweight people using ranges in the column BMI Category.

    BMI Category------------BMI Range (kg/m2)------------Health risk
   
    Underweight------------  18.4 and below ------------Malnutrition risk
   
    Normal weight------------ 18.5 - 24.9------------------Low risk
   
    Overweight---------------- 25 - 29.9 ----------------Enhanced risk
   
    Moderately obese---------- 30 - 34.9 ---------------- Medium risk
   
    Severely obese ----------- 35 - 39.9  ---------------- High risk
   
    Very severely obese ---- 40 and above ---------------Very high risk
   

There are few major functions used in the whole program,

1. 'fitness_calc.py' (in 'src' directory) has the functions to calculate BMI, Categorization and the count of Overweight persons.
2. 'utility.py' is created to make functions generic. It has the file handling functions.
3. 'test.py' has the function to unit test the code.
4. 'main.py' is used to get the desired output from the input data.
5. 'person_detail.json' has the input data containing persons' Gender, Height and Weight.
6. 'Final_BMI_Results.csv' will give the desired out in .csv format.
7. 'setup.py' has the required package details.