python list comprehension on dictionary code example

Example 1: types of dict comprehension

# Dictionary Comprehension Types

{j:j*2 for i in range(10)}

#using if 
{j:j*2 for j in range(10) if j%2==0}

#using if and 
{j:j*2 for j in range(10) if j%2==0 and j%3==0}

#using if else
{j:(j*2 if j%2==0 and j%3==0 else 'invalid' )for j in range(10) }

Example 2: dict comprehension python

keys=['var1','var2','var3']
my_dict={key:np.zeros(10) for key in keys}