How to get memory usage and execution time of each line in python

[SriRajesh]

Hi,
I have below code, and I want to get(calculate) the memory usage and execution time of each line of my code. My code is below, kindly someone help,

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns; sns.set()
uniform_data = np.random.rand(10, 12)
ax = sns.heatmap(uniform_data, cbar_kws={'ticks': [0, 2, 4, 6, 8, 10]}, vmin=0, vmax=10) 
plt.show()

 
#Create a DataFrame
d = {'Name':['Alisa','Bobby','Cathrine','Madonna','Rocky','Sebastian','Jaqluine',
   'Rahul','David','Andrew','Ajay','Teresa'],
   'Score1':[62,47,55,74,31,77,85,63,42,32,71,57],
   'Score2':[89,87,67,55,47,72,76,79,44,92,99,69]}
 
 
df = pd.DataFrame(d)
col_mean=df.mean()
col_std=df.std()
get_disc=df.describe()